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Nishi Compare · capabilities, evidence and delivery

Aesthetic Digital Twin

Compare capabilities and delivery evidence. Source discovery, qualification, deployment and accepted outcomes are separate; an open contract names work still to verify.

Nishi vs Infinigen 2.0 and MetaHuman 5.8 and Character Creator 5 and Anny and MakeHuman 1.3 -- not who renders the prettiest face, but whether the markers the primary literature says matter are EXPRESSED per body region from the bone out, MEASURED against a canon whose rows carry an evidence class, JUDGED by a referee that knows its fidelity tier, and provable for a NAMED LICENSED person. READ THIS FIRST, BECAUSE IT BOUNDS EVERYTHING BELOW: nx_sdfrender has 48 importers, ALL OFFLINE, and ZERO inside the live world engine nx_wasm_craft (measured 2026-08-28, corpus_complete=1, positive control 9 hits) -- the live page draws each figure as a 13-segment CYLINDER with the outfit as a colour tint. So every axis on this board is NECESSARY BUT NOT SUFFICIENT: they measure a model the product does not yet render, and wiring that renderer into the live engine outranks every remaining rung here. Re-measured 2026-08-28 across 43 axes: 27 are grounded in a named function that exists today and 16 are watch contracts -- and TWO of those watch rows are new today and were derived from measurement rather than from a wishlist: reading the face's own part table and dumping its midline surface profile showed that a canthus and a lower vermilion border are not merely unbuilt but ABSENT FROM THE GEOMETRY, so the axes that would measure them could only ever have returned a constant. THREE rows claim an exceed and each names the proof that earned it rather than asserting it; a fourth capability that no rival has is deliberately NOT claiming one, because it cannot yet produce its own headline number. What we own is a parametric inside-out body whose 21 dimorphism coefficients are already data, a skull with named dimorphism knobs, seven face emitters, a silhouette ruler, a symmetry ruler, an evidence-graded canon in which a REFUTED marker can never be a steering target, a pelvic-bone floor that makes an anatomically impossible waist unemittable, a fidelity-aware referee that knows which render tier it is judging, and an outline-curviness axis that separates silhouettes an identical waist-to-hip ratio cannot. What we still do NOT own is a canthal tilt, a lip ratio or a cervicomental angle as measured axes -- and that is not merely unbuilt work: those three presuppose facial landmarks this canon does not yet place, and a canthal tilt additionally needs a frontal-plane rotation the shared renderer does not have, so an axis written today would read a constant zero. Nor do we own a licensed real-person oracle, which is a rights question before it is an engineering one.

Overview

The purpose, declared position and evidence coverage of this domain. Source presence and completed acceptance are different measures.

Where we are. Measured 2026-08-27, not asserted. WORKING: a parametric inside-out body whose 21 dimorphism coefficients are already data rows with a proven refusal; a generated skull with named brow, jaw, vault and zygomatic dimorphism knobs; seven face emitters (eye, nose, lips, chin, brow, ear, digits); a silhouette measurer with eye width as scale; one shared symmetry ruler; a skin albedo derived through the published ITA classification; an anatomy-refereed scalp groom; a volume-preserving muscle stage; tissue bound to an XPBD cage with a ringdown-identified plant; a real-person decision matrix; a referee panel with one voting lens admitted at fp 0 fn 0. OPEN, RE-MEASURED 2026-08-28 against the ranker's own partition (rungs 15, done 5, open 10) because the text here had gone stale in the direction nobody audits -- it UNDERSTATED shipped work, and a modest stale claim is believed where an overclaim would be challenged. LANDED SINCE IT WAS WRITTEN: the canon carries 26 evidence-graded rows, so a refuted number and a replicated one no longer look identical to a consumer (AT1); the curviness metric is measured, dimensionless and scale-invariant (AT2); the thoracic floor sits under the waist (AT7); the referee carries a fidelity tier, so a clay verdict and a photoreal verdict are no longer the same verdict (AT8); and lip protrusion is measured against the Ricketts esthetic plane off the blended surface (AT15). STILL OPEN, and this is the honest remainder: no canthal tilt, and the measured reason is structural rather than merely unbuilt -- parts 16 and 17 carve sockets against the full eyeball ellipsoids 18 and 19 at the same y, and the 27-row part table contains NO palpebral fissure, so there is no canthus in the geometry for any measurement to find and the periorbital axis the surgical ladder puts FIRST cannot be scored until an eyelid margin exists; no cervicomental angle; no lower-third or cephalic index as a MEASURED axis; no averageness, because this board has never named the population it would be average OF and a mean taken over our own morph basis measures distance from our generator rather than from humanity; no neoteny axis; and no licensed capture of any named person, so the operator's benchmark remains a refusal by construction. ONE UNIT CONTRADICTION IS OPEN and it taints every millimetre this board quotes without blocking any rung: MMU declares 3.5 u per mm while four independent witnesses of the model's own declared geometry imply 7 to 8.5, so measured axes publish raw units beside millimetres until it is settled. The brief's markers were checked against 41 pinned sources and split REPLICATED, CONTESTED, REFUTED; the board carries the grade, and the surgical ladder it arrived with is adopted as the region order and stripped of its clinic numbers.

Where we need to go. Every aesthetic claim this estate emits must be GRADED, MEASURED, JUDGED AT ITS FIDELITY and LAWFUL -- graded because each target row names its evidence class and its pinned source, measured because each body region has a numeric axis read from the emitted mesh rather than a slider position, judged at its fidelity because the referee refuses to compare across tiers, and lawful because a named person's marker vector is computed only behind a resolved licence chain and consent record. Infinigen, MetaHuman, Character Creator, Anny and MakeHuman appear as columns and bars only; Multi-HMR 2 and Anny appear as ORACLES only and never as product. The purpose the operator named is served in that order: prove the capability on graded evidence, then license likenesses for film, game, VR and print rather than copy them.

The unit. 1 u = one measured session-leg, the same calibration graphics.plan, procgen.plan, dcc.plan and anatomy.plan use, so costs are comparable across every board that touches a body. Fidelity claims are in millimetres through md_measure and permil through bb_detail_score and never through a new ruler; aesthetic claims are in NAMED AXES with a stated evidence class; a beauty number quoted without its fidelity tier and its evidence class is an opinion wearing a decimal point.
Where we already exceed on this board: 0 u. NOWHERE, and the zero is the measurement: beat_index 0 permil on the vs-ruler, a one-lens referee, and clay fidelity against published photoreal stills. The estate's real exceeds -- an inside-out generated body, integer determinism, a canon that is data, a referee that exists at all -- are priced on graphics, procgen, charsim and dcc and are not restated here.
The RANGE of faces this board is built to span: 0 u. OPERATOR DIRECTION 2026-08-29, and it is a RANGE RATHER THAN A POINT, which is the single most consequential statement on this board for variety. The named references span two poles: narrow and vertically elongated, high nasal bridge, eyes set deep under a projecting brow ridge, chin squarely projected -- against broad and rounder, lateral zygomatic flare, a shorter and lower-set bridge with an upturned tip, a flat vertical forehead with the eyes flush rather than deep-set, and a soft tapered lower third. THE SHARED CORE IS THE CONSTANT AND THE POLES ARE THE VARIABLE. Every reference carries the same four: a compressed lower third, proportionally large eyes, wide interpupillary distance, and a sharp mandibular-cervical angle with no submental sagging -- which is exactly why AT6 sits on the critical path and is not a cosmetic extra. Sampling the varying axes CONTINUOUSLY yields both poles and everything between; snapping to a single target yields one face, which is precisely the failure the canon's four zero-spread TARGET rows would produce if a generator adopted them as written, and it is why that defect is recorded in the canon itself. THE AXES ARE ANATOMICAL AND ARE NOT POPULATION LABELS: a three-bucket phenotype classifier is abandoned racial typology rather than a measurement, it is wrong on the science because craniofacial variation is clinal and within-group variance dominates between-group, and a system that infers ethnicity from a face is a PROHIBITED biometric categorisation practice under the EU AI Act, which would fence this work out of a market it is meant to serve. The labels are dropped and every measurement under them is kept. THE FLOOR IS SEXUAL MATURITY on every axis and every sample, enforced inside the axis by a named refusal, never by a bounds table that carries no face rows. SCOPE ORDER, OPERATOR 2026-08-29: WOMEN FIRST. The creator alpha and every rung on this ladder prove out on the female pipeline before any other subject class -- which is also where the estate's calibration already is: the 21 dimorphism coefficients, the canon's population rows and the named range references are all female. Man, child, animal, tree and the fantasy species stage BEHIND the female alpha on the version ladder, each through the same canon-and-declared-subset mechanism, never as parallel engines.
Cost to a canon nobody can mistake for a slogan: 4 u. AT1 the evidence-graded target rows plus AT8 the fidelity-aware referee. Both are schema and calibration on incumbents, not new engines, and together they are the precondition for believing any number the later rungs produce.
Cost to a measured axis for every face and torso region: 9.5 u. AT2 curviness, AT3 averageness, AT4 canthal tilt and lip ratio, AT5 neoteny, AT6 cervicomental angle, AT7 the thoracic floor. This is the rung set that turns seven emitters and a silhouette into measured anatomy, region by region, in the order the brief's ladder ran.
Cost to a licensed real-person oracle that passes end to end: 7 u. AT10 the licence chain, AT9 the marker-vector oracle, AT14 the reverse-direction referee. The licence rung is first by law; the oracle and the referee are the capability the operator wants to prove, and the reason it can be sold instead of sued.
Cost to tissue-level fidelity and the male canon: 4.5 u. AT11 gynoid fat pooling (shared with procgen) and AT12 the male evidence rows. The first is the largest physical lift on the board and the one every hip, waist and breast claim ultimately rests on.
Cost to animals and fantasy through the same engine: 4 u. AT13, shared with procgen's species canon. The engine is species-agnostic by construction; the aesthetic canon for a non-human is an operator declaration of which human markers survive, and this board refuses to invent one.

Research bar. Infinigen 2.0.0a1 (Princeton, BSD-3) is measured on the procedural world and creature generator with five genome classes and interpolatable parts, and NO human generator by source read; releases/latest tag v2.0.0a1 read live 2026-08-27 and pinned in barcheck. Theirs: pinned bar, and the fork this board's brief names as the base [infinigen23]. Ours: The bar for the creature and fantasy axis and the reason the estate's inside-out layered human is a differentiator rather than a copy: Infinigen creatures are single-surface..

Research bar. MetaHuman 5.8 (Epic Games) is measured on the photoreal far bar for face and hair, with guide-curve-driven grooms and a captured-performance batch API witnessed in the mirror. Theirs: UNPINNED by this mechanism because the repository is EULA-gated, measured on the procgen board [metahuman58]. Ours: Best on periorbital, nasal, lip and hair sculpt fidelity in every column where it reads 2. Its slider space is artist-authored, which is the axis this board's canon differs on..

Research bar. Character Creator 5 (Reallusion) is measured on a closed commercial character creator with Smart Hair and a creator loop, witnessed through trade press with two struck claims left struck. Theirs: UNPINNED, closed product with no feed, NOT PROBED [cc5-reallusion]. Ours: The creator-loop bar. Cited from trade press because the vendor page was never fetched, said plainly..

Research bar. Anny (NAVER LABS Europe, Apache 2.0) is measured on a scan-free parametric human calibrated against World Health Organization statistics with age, height, weight and muscle controls across all ages. Theirs: UNPINNED, repository NOT PROBED [anny]. Ours: Best on population grounding and adiposity, and the ORACLE representation for the reverse-direction referee [multihmr2]. Permissively licensed, which is why it can be an oracle at all..

Research bar. MakeHuman 1.3.0 (open source) is measured on the open target-driven parametric human whose base mesh Anny builds on; releases/latest tag v1.3.0 published 2024-05-15, read live 2026-08-27 and pinned in barcheck. Theirs: pinned bar [makehuman]. Ours: The open reference for a slider space that can be inspected. Its targets are community-authored, so it is a bar for breadth and not for evidence..

Operator benchmarks 2026-09-10: REQUESTED / NOT VISUALLY VERIFIED. Retain E:/1788844578214487.mp4 and https://civitai.red/images/139684962 plus the operator's prior shop/store references as provenance-bearing benchmark candidates. This task has not viewed the video or image; root reported the image web-open failed. Do not infer depicted identities, quality, consent or licence. Link AT8 fidelity-aware assessment and AT14 reference comparison to gen recipes, phototwin garment/motion validation and Beach graphics GR3. Proposed aesthetic criteria remain user-configurable and distinct from observed measurements.

Latest recorded release

2026-10-04 · AT58

LANDED 2026-10-03, waist-to-hip axis on synthetic bodies. nx_body_proc propset SHIPPED a82fe23a (nx_propband_body_gate 24/24 with the legacy canon byte-identical to the pinned pre-AT56 binary, nx_aesthetic_canon_gate 9/9, content ruler lost 0, behaviour IDENTICAL; pre-change binary banked at knowledge/retired/nx_body_proc.elf.pre-AT58-1791081000). New LIB buildroot/runtime/nx_meshslice_lib.nx (msl_load, msl_slice, msl_midline, msl_crotch, msl_vol6, msl_changed, msl_snap_y): the slice-girth ruler nx_girth_lib's header named as owed. nx_photomatch at_var_receipt with the var and varcheck verbs PROMOTED 11954626 (offc twin installed; nx_photomatch_gate 26/26 and nx_varreceipt_gate 52/52 on that exact artifact; behaviour IDENTICAL on talentbk; three lost runs enumerated, all upstream shared-library message rewrites with successors in the gained list: the arena sys_mmap ENOMEM wording and the seg-store SS-SR-LIST-FULL slot list; pre-change binary banked at knowledge/retired/nx_photomatch.elf.pre-AT58-1791081000). nx_varreceipt_gate PROMOTED bba0db10, registered, offc twin installed, rostered in knowledge/gateroster.conf, declared beside nx_photomatch_gate in knowledge/organ_gate.conf; bite-proven twice (a comparison mutant in nx_meshslice_lib killed; an end-to-end subject mutant in nx_photomatch killed, both deployed twins restored byte-identical). Tolerance rows var_tol_method_permil=2 and var_tol_held_ppm=0 in knowledge/photomatch.conf, each with its derivation and calibration evidence. Live check on the promoted binary from the serving root (nx_job_run, seed 97): requested -18, predicted -17, measured -17, six held axes 0, locality LOCAL, verdict=PASS (/tmp/avr_live97.out)

Release history and work log

Release entries describe recorded changes; they do not establish that every capability passed evaluation.

61 of 92 capability source symbols found|3 of them authored stronger-claims|31 open|coverage 663/1000|adoption 48 full / 13 partial

Evidence profile — what the gaps on this board actually are

Measured by nx_swcompare_evidence, read back by nx_evprofile_lib. Every figure is a count with its denominator — there is deliberately no score, no grade and no percentage anywhere in this band, because a stored scalar is a field a seat can edit and a counted partition is not.

evidence|grounded 36/36|unsupported 0|gates green 4/4|proven able to fail 4/4|never bitten 0|green at 0/0 0|open gaps 12|of them unnamed 0|of them proof withheld 0|flips ready 0

proven able to fail counts the gates that have a RECORDED RED — nx_gate_bite mutated the gate subject, rebuilt it, watched the gate go red, and that record is inside the shared TTL. never bitten is its complement over the same denominator: those gates ran and were green, and nothing has ever shown them able to detect anything, so their green is a statement about this run and not about the gate. green at 0/0 is a separate and much weaker observation — the gate printed GREEN on a zero denominator, so its own tooth counter says it examined nothing. A gate can be green, non-zero, and still never bitten; that is the common case and it is now visible instead of implied.

partition: grounded + unsupported = 36 vs present 36 · named + unnamed + withheld = 12 vs open 12 · both reconcile

liar-kill conj=GPQN · all four conjuncts held

graded document: BUILDROOT tree, 52109 bytes · gates map: BUILDROOT · stamped 37d 6h ago · STALE against the shared TTL of 604800s — this is evidence about a build nobody can vouch for now · source ../knowledge/status/evstamp_aesthetictwin.verdict

Gap classWhat it is, and the work it names
STALEThis profile is older than the shared TTL, or its clock ran backwards. It is reported as unusable rather than as fresh, because being wrong in the direction of refusing is the safe direction.
This band reports the referee counts. The per-axis worklist rows — which axis is unsupported, which watch is ready to flip, which gap is unnamed — are printed by nx_swcompare_evidence aesthetictwin itself and are not carried on the stamp, so this page names the classes and the producer names the rows. That split is stated rather than hidden: a count without a worklist is not actionable, and this band is honest about which half of that it is.

Production map

Follow the dependencies, declared acceptance criteria and recorded priorities. Inspect source binding before treating a rank as executable work.

Ranking source binding: STALE_INCONSISTENT. Recorded priorities require current acceptance evidence and resource checks before execution.

Recorded ranking withheld

Retained ranking is not bound to the current plan and matrix: STALE_INCONSISTENT. Historical data remains retained. Refresh the ranking after resolving the input differences. Latest execution outcome is unverified.

Declared roadmap — contract, acceptance, executor, effort

RungCloses withDefinition of done (pre-declared)ExecutorEst.
Evidence-graded aesthetic target rows (AT1)bp_evidence_gradeEvery aesthetic target the canon carries becomes a row of knowledge/aesthetic_canon.conf with region, marker, band, evidence class from REPLICATED or CONTESTED or REFUTED, and the key of a source pinned in aesthetictwin.refs, consumed by nx_body_proc beside body_dimorphism.conf rather than by a second loader. Done-rule: a gate proves every row resolves its key against the refs register or is REFUSED by name, that a REFUTED row may be an axis to measure but is refused as a steering target, that the counts of the three classes SUM to the row population so the grade is a partition and not a headline, and a neg-control proves a row citing an unknown key does not load. The first rows written are the ones the matrix header already graded: adiposity REPLICATED [tovee1999], averageness and female-face femininity REPLICATED [lee2025], WHR 0.70 CONTESTED [voracek2002] [katzmarzyk2001] [hubner2024], symmetry CONTESTED [pentonvoak2001] [vandongen2012], phi REFUTED [naini2024], neoclassical canons REFUTED as prescriptions [farkas1985].Organ2 u
Outline curviness metric (AT2)
after AT1
am_outline_curvatureA curvature-based measure over the silhouette nx_anatomy_measure already extracts, reported beside WHR and never instead of it. Done-rule: a gate proves the metric ORDERS two silhouettes of equal WHR and different curviness the way the source's raters did [hubner2024], that it is invariant to uniform scale, and a neg-control proves a straight-sided silhouette reads zero. CORRECTION FILED 2026-08-28 AND IT IS AGAINST THIS RUNG'S OWN DELIVERY: am_outline_curvature, shipped 2026-08-28, DUPLICATES nx_curvebench.cb_measure, which has existed since 2026-08-07 and already computes the integrated absolute SECOND DIFFERENCE of a half-width outline profile, normalised to figure height and emitted BESIDE waist, hip and WHR -- which is verbatim this rung's own pre-declared done-rule, including the never-instead-of-WHR clause. Two agents reached that finding independently, and nx_capsearch ranks cb_measure at rank 2 for the capability with corpus_complete=1, so the incumbent was retrievable before a line was written and was not retrieved. That is a RETRIEVAL FAILURE, NOT A DISCOVERY, and it is recorded here rather than tidied away because the ranker was simultaneously reporting this rung as LIB-GATE-ONLY, i.e. the estate was carrying a duplicate ruler AND an adoption gap on the same symbol. WHICH RULER SURVIVES IS DELIBERATELY NOT DECIDED HERE: the proposed consolidation was itself refuted for repeating the same check-before-build error, and note that two independent implementations AGREEING on one fixture is the STRONGEST evidence of duplication rather than a refutation of it, so a comparison tooth must not be written the other way round. The adjudication belongs with the nx_curvebench owner. ADJUDICATION SHAPE SETTLED 2026-08-29 BY READING BOTH CONTRACTS, without usurping the owner: they are ONE METRIC OVER TWO SUBJECTS -- cb_measure extracts the half-width profile from an EMITTED MESH in 128 stature-normalised bands, am_outline_curvature extracts it from a RASTER MASK in 16 height-normalised segments, and the bend arithmetic between them is the duplicated part. Neither subject should die: the mesh leg is what the generator aims at and the mask leg is what an image referee reads. The consolidation is therefore a SHARED PROFILE-INDEX FUNCTION taking a width-profile array, with two extraction front-ends that each own their representation -- one arithmetic home, two honest subjects, and AT2's ordering done-rule then proves the shared arithmetic ONCE instead of twice. Also load-bearing and worth carrying here: cb_measure's own header is where the muse doctrine lives -- what a generator needs from a reference figure is an AIM POINT ON A METRIC, not pixels; a stored image is a liability with an expiry date, a curvature target is a parameter -- which is the licensing-clean form of every reference-model conversation this board has.Organ1.5 u
Averageness against a population mean face (AT3)
after AT1
fa_averageness_axisDerive the mean face from the canon's own dimorphism rows sampled over seeds, then a landmark distance from it. Done-rule: a gate proves the mean face scores zero, that the score is monotone in morph amplitude for each of the seven face morphs, and that a distinctiveness the source found to LOWER attractiveness [lee2025] [little2011] reads as a higher distance rather than being folded into a beauty number.Organ2 u
Canthal tilt and lip ratio as measured axes (AT4)
after AT1,AT16
pm_canthal_tiltTilt in degrees from the medial and lateral canthus landmarks of the emitted mesh, banded by the source's classes [lee2020canthal]; vermilion heights, the upper-to-lower ratio and the lip-area-to-lower-third ratio reported against the witnessed 1 to 2 and 9.6 percent figures [popenko2017], the latter landing on fa_lip_ratio in the same organ. Done-rule: a gate proves both axes are read from mesh landmarks and not from slider positions, that a mirrored face reads the same tilt with opposite sign, and a neg-control proves a face with no eye landmarks reports UNMEASURED rather than zero. DONE-RULE DEFECT CORRECTED 2026-08-28 AND IT WAS VACUOUS AS PUBLISHED: the mirror tooth above, same tilt with OPPOSITE SIGN, is satisfied by the degenerate constant zero because minus zero equals zero. On the geometry this rung was ranked against, tilt was identically zero for every face by construction, so a stub returning zero for a present eye and UNMEASURED only when the eye parts are deleted satisfied BOTH published teeth while measuring nothing whatever. That is a completion signal keyed on a name, and it sat at the head of this board's critical path. ADDED AND MANDATORY: a tooth that plants a KNOWN tilt in the lid geometry, asserts the measured tilt tracks it within tolerance, AND asserts it is NOT ZERO. That tooth is unsatisfiable without a palpebral aperture, which is precisely why AT16 is now a declared prerequisite and ranks ahead of this rung rather than behind it.Organ2 u
Palpebral fissure so that a canthus exists to be measured at all (AT16)
after AT1
fa_palpebral_fissurePROMOTED FROM A WATCH ROW TO A RUNG ON 2026-08-28 BECAUSE THE RANKER RANKS RUNGS AND COULD NOT SEE IT. AT4 is ranked FIRST on this board at priority 1666 and is NOT BUILDABLE, so the board's own critical path has been pointing at unbuildable work. A canthus is the commissure where the UPPER and LOWER eyelid margins MEET; faceanat_build emits 27 parts whose only eye-region rows are 16 and 17 carving sockets, 18 and 19 full eyeballs, and 25 and 26 lashes. There is no lid margin and no aperture, so one of the two boundaries whose junction DEFINES a canthus has no geometric representative and there is nothing for any measurement to find. WORSE THAN ABSENT, THE TEMPTING PROXY IS VACUOUS: parts 16 and 18 are axis-aligned and share cx exactly, so their intersection curve is mirror-symmetric and a tilt read off it is identically zero for every face forever -- and an axis that cannot fail is not an axis. This also means AT4's pre-declared mirror tooth, that a mirrored face reads the same tilt with OPPOSITE SIGN, passes VACUOUSLY on the current geometry because minus zero equals zero, so a stub returning zero would satisfy the declared done-rule while measuring nothing. Done-rule: an upper and a lower lid-margin part per eye whose medial and lateral ends MEET, so medial-canthus and lateral-canthus landmarks exist as surface features resolvable by marching the blended field off-midline; a gate proves the two landmarks are DISTINCT points, that they MOVE when the lid geometry moves, and a neg-control proves a face with the lid parts removed reports UNMEASURED by name rather than zero. SECOND LAYER, PRICED SEPARATELY AND DELIBERATELY NOT FIRST: sdf_ellip_rot is PITCH-ONLY, rotating the y and z pair and passing px through untouched, so even correct lid geometry stays axis-aligned and would read zero; O_ROLL was reserved in the arena for exactly this and today is declared at two lines with NO setter and NO reader, so the expression half is half-landed and unwired. Wiring roll FIRST would yield a measurable-looking number with no anatomical referent, which is worse than a refusal.Organ2 u
Lip protrusion against the Ricketts esthetic plane (AT15)
after AT1
fa_eline_offsetBoth vermilions measured against a line from the MEASURED pronasale to the MEASURED pogonion, read off the blended surface so the axis cannot be satisfied by editing a slider. This rung was SHIPPED BEFORE IT WAS PLANNED and the row is being written after the fact, which is recorded here rather than tidied away: it was mislabelled AT5 in its own gate for one session, and AT5 is the neoteny axis. Done-rule: a gate proves the offset moves when the LIP moves and, independently, when the CHIN moves, which is what separates a line from a depth and which a ruler that had degenerated into lip depth would pass on the first and fail on the second; that a mirrored face reads identical offsets, the profile being a midline quantity; and a neg-control proves a face absent from the sampling band refuses BY NAME rather than returning the most flattering reading available. Raw units are published beside the millimetres because the mm conversion divides by MMU, and MMU disagrees by ~2.2x with four independent witnesses of this model's own declared geometry, so a consumer reading only mm is reading a contested constant.Organ1.5 u
Neoteny and maturity blend axis (AT5)
after AT4
fa_neoteny_axisOPERATOR DIRECTIVE 2026-08-28 AND IT IS THE BINDING CONSTRAINT ON THIS RUNG: SEXUAL MATURITY IS THE FLOOR. The axis measures the juvenile-to-mature continuum and the generator half is bounded so nothing below an adult subject is emitted. THE MECHANISM IS DELIBERATELY NOT pg_check, AND THAT WAS MEASURED RATHER THAN ASSUMED: pg_bound resolves only 8 BODY axes and returns -1 for every face axis, so pg_has_bound reads 0 and pg_check returns PG_NO_BOUND unconditionally -- a floor routed through it would pass on every possible input and prove nothing, which is a checkbox wearing a control's name and is worse than no tooth because its existence is counted as coverage. The floor therefore lives IN THIS AXIS: the emit path refuses BY NAME below the floor, with a named reason code like every other refusal in this family, never a silent clamp that rewrites its input and reports success. AND THE FLOOR CANNOT BE DEFINED AS GROWTH COMPLETION: craniofacial structures are never static, and the jaws and dentition undergo subtle LIFELONG positional change [cfgrowth2025], so there is no age at which facial form finishes and any floor phrased as growth having stopped is unmeasurable by construction. The floor is defined by ADULT MARKERS BEING PRESENT on the emitted face, measured, never by an age number. THE SUB-FEATURES ARE CONTINUOUS MORPHOLOGY AXES AND ARE DELIBERATELY NOT ETHNIC TYPES (operator 2026-08-29, who named the soft rounded look and explicitly rejected the population-label framing). A three-bucket phenotype classifier would be abandoned racial typology rather than a measurement, it is scientifically wrong because craniofacial variation is clinal and within-group variance dominates between-group, and a system that infers ethnicity from a face is a PROHIBITED biometric categorisation practice under the EU AI Act, so it would also fence this board out of a market it is meant to serve. The continuous axes give strictly MORE variety than buckets, which is the point. Each is a knob the model already has or needs, listed with its part rows: malar and mid-face soft-tissue volume (faceanat_morph_cheek, present); lower-third proportion, subnasale to gnathion over total face height (NEEDS a per-third y-scale morph, which is the one generator symbol this rung actually adds); brow-ridge projection, parts 8 and 9 cz, flush rather than deep-set; lateral zygomatic flare, parts 6 and 7 cx; nasion depth and bridge length, part 4; nasal tip rotation, part 5; inter-eye separation, parts 16 to 19 and 25 to 26 cx; and cephalic index, which is ALREADY a canon row graded CONTESTED as an AXIS with no target [hamdan2025]. fa_neoteny_axis SCORES a face on this combination and does not drive it: the morphs are the gate's FIXTURES and the axis is the ruler, which is why the done-rule below asks the two extreme morphs to score at opposite ends. An eye-area-to-face-area ratio, a lower-third height and a zygomatic projection combined into one axis on which a child-like and an adult-like morph land at opposite ends, carrying the measured sex differences in lower face height and palpebral fissure height [babacan2025] and the trait definition the review literature uses [lidborg2025] [perrett1998]. Done-rule: a gate proves the two extreme morphs score at opposite ends, monotonicity along the blend, and that the axis is reported as a number with its inputs printed rather than as a verdict.Organ1.5 u
Cervicomental angle of the neck (AT6)
after AT1
bp_cervicomentalThe angle derived from hyoid and menton landmarks of the emitted body, monotone in the submental fat parameter, with the surgical anatomy of the axis carried as citation and no target [ellenbogen1980] [abdulshakoor2021]. Done-rule: a gate proves the angle falls as submental fat rises, that it is read from landmarks the canon already places, and a neg-control proves a body with no hyoid station reports UNMEASURED.Organ1.5 u
Rib-cage floor under the waist (AT7)
after AT1
bp_thoracic_floorThe waist minimum DERIVED from the chest coefficients and the bone layer so a waist below the skeletal envelope is REFUSED by name and one at the floor emits. Done-rule: a gate plants a sub-floor waist and proves the refusal fires, proves a waist at the floor emits with the bone layer intact, and a neg-control proves the floor moves when the chest coefficients move rather than being a typed number.Organ1 u
Referee calibration across render fidelity (AT8)cjp_tier_ofLANDED 2026-08-27. The panel carries a fidelity tag per image (silhouette, clay, textured, photoreal), floors may be declared per tier, a lens votes only with a floor about that image's tier, admission is earned per tier and the receipt binds the tier set, the admitted subset and the per-tier floors. Proven by nx_cjc_panel_gate 19/19 (T13 additive, T14 cross-tier refusal, T15 ratchet, T16 receipt binds the tier set, T17 unknown tier refused by name) and bite-proven killed=1 not_reached=0 with both deployed twins restored byte-identical. ⚠THIS DONE-RULE WAS CORRECTED AGAINST ITS OWN EVIDENCE RATHER THAN GRADED AGAINST THE WORDING IT SHIPPED WITH. It demanded that the existing single-tier receipt be reproduced BIT-IDENTICALLY; that is unachievable by construction because the receipt carries an epoch, and it was also the wrong thing to ask -- a receipt is a summary, and reproducing it says nothing about the verdicts consumers actually read. What was proven instead is strictly stronger on the part that matters and is stated as what it is: the FULL panel output over the live 13-row corpus is unchanged value for value, vote for vote, composite for composite and verdict for verdict, with only the new tier fields added, measured by banking the live run BEFORE the promote and re-running after. The receipt gains three tier lines and its epoch moves; nothing else in it changes. A done-rule that cannot be met should be corrected out loud, not quietly met with a weaker proof.Organ2 u
Licensed marker-vector oracle for a named model (AT9)
after AT1,AT2,AT4,AT10
rp_marker_oracleBehind a resolved licence chain and consent record, compute a named model's marker vector (waist-to-hip, curviness, leg-to-body, canthal tilt, lip ratio, lower-third height, skin ITA) from licensed reference captures, publish a band per marker, and report per marker whether an emitted body lands in-band. private-ref:b7a71b7a is the named oracle class; the estate holds no licensed capture, so the oracle is a refusal today. Done-rule: a gate proves refusal by name without a licence row, proves under a synthetic licensed fixture that the vector is computed and the in-band verdict flips with the morph, and proves the vector carries the evidence class of each marker from AT1 so a CONTESTED marker cannot decide the benchmark alone.Organ3 u
Person licence chain and media classes (AT10)al_person_chainBUILDS ON the phototwin lane's landed al_license_chain (chain row with owner, rights, term, territory, royalty and three named exits) rather than re-implementing it: the widening is the SUBJECT as owner of her likeness and the MEDIA CLASSES (film, game, VR room, print) as separately licensable rights rows, with the emit-for-publication path refusing without a resolved chain. Done-rule: a gate proves a publish path refuses by name without a chain, that a chain missing any conjunct names the missing one, and that the measurement path still runs so the oracle lane is not destroyed by the fence.Organ2 u
Gynoid fat pooling and ptosis (AT11)
after AT7
sd_fat_poolFat that pools, sags and spreads on contact for the gynoid distribution -- waist, flank, hip, thigh and breast -- so the brief's contouring markets become a distribution parameter on a body that behaves. Shared with the procgen board. Done-rule: a gate proves volume conserved through pooling, that a higher fat parameter lowers the breast lower-pole point monotonically against the incompressible tissue truth [breasttissue], and a neg-control proves a zero-fat body is bit-identical to today's emit.Organ3 u
Male evidence rows in the canon (AT12)
after AT1
bp_shr_axisThe male body already emits at sex factor zero; this rung writes its graded rows: shoulder-to-hip ratio REPLICATED as more attractive when larger [pazhoohi2023], leg-to-body about 0.5 standard deviations above baseline [versluys2018], arm-to-body no effect [versluys2018]. Done-rule: a gate proves a shoulder-to-hip axis is read from the acromion and trochanter stations, that the male rows carry classes and keys under AT1's schema, and that no female-row target leaks into the male emit.Organ1.5 u
Animals and fantasy through the same canon (AT13)
after AT1,AT12
bp_species_canonA second species and a stylised human through the identical canon, generator and emitter path, shared with the procgen board. The aesthetic canon for a non-human is an OPERATOR DECLARATION of which human markers survive; this rung refuses to invent one. Done-rule: a gate proves the species canon loads through the same loader, that a fantasy character's graded rows are a declared subset of the human rows rather than a new table, and a neg-control proves a species with no declared rows emits with no aesthetic verdict at all.Organ4 u
Reverse-direction referee for the licensed oracle (AT14)
after AT9
rp_bench_reportA monocular mesh recovery used as an ORACLE ONLY: recover a metric body from one licensed photograph [multihmr2] in the Anny representation [anny], compute the same marker vector from the recovered mesh, and publish the disagreement between the two readings beside the benchmark, so a fidelity claim about a named person carries its reference uncertainty. Done-rule: a gate proves the recovered and emitted vectors are compared per marker, that the oracle-to-emit disagreement is a distinct published figure never folded into the score, and that the learned model is invoked only on the measurement path and is ABSENT from every emit path by the same fence as AT10.Organ2 u

Milestones

MilestoneRungsCumulative
M1 · The canon is graded and the referee knows its fidelityAT1,AT84 u
M2 · Every face and torso region has a measured axis, the eye has geometry for one to measure, and the millimetre is derived not typedAT16,AT2,AT3,AT4,AT5,AT6,AT7,AT1713 u
M3 · A licensed real-person oracle passes end to endAT10,AT9,AT147 u
M4 · Tissue-level fidelity and the male canonAT11,AT124.5 u
M5 · Animals and fantasy through the same engineAT134 u
RungCloses withDefinition of done (pre-declared)ExecutorEst.
The model scale is DERIVED from the population survey, never typed (AT17)
after AT1
fa_mmu_x10MEASURED 2026-09-02, and it is the unit contradiction this board has carried on every millimetre since 2026-08-28: nx_faceanat declares MMU = 35 (3.5 units per mm) from a comment that took a 150 mm HALF-width for a skull that is about 145 mm WIDE, while the model's own landmarks against ANSUR II female means (interpupillarybreadth 516 u, headbreadth 1040 u, bizygomaticbreadth 980 u, the menton-sellion span) imply about 7 to 8.5 units per mm -- a 2.2x error that makes every published mm a factor of two wrong and every tissue relief drawn through fa_tissue_z about half as proud as the cited depth, which is one MEASURED cause of the painted-flat face the operator rejects. Done when (a) nx_ansur_regress's mean verb publishes the female means for the witness columns with n and the publisher's population bound (verb landed in source 2026-09-02); (b) knowledge/faceanat_scale.conf carries one WITNESS row per landmark pair (model units, ANSUR mean mm, n, refkey ansur2) and the derived units-per-mm with its SPREAD; (c) fa_mmu_x10() returns the derived value beside the witness spread, the E-line and every other mm this organ prints convert through it, and the legacy 35 is renamed and quarantined to the relief path until the relief re-baseline is accepted visually -- doubling every relief silently would change the emitted face under gates that were green on the old one, so that is a separate rung with its own acceptance; (d) nx_faceanat_scale_gate recomputes the derivation from the conf, asserts the shipped literal sits inside the witness band, asserts the spread is published, and its neg-control asserts the legacy 35 sits OUTSIDE the band -- the tooth that could not have passed before this rungOrgan1.5 u
The composite prototype is PROCGEN: landmarks, shape mean, texture mean and PCA modes computed from a population, never hand-sculpted (AT18)
after AT3,AT9
fa_composite_prototypeOPERATOR 2026-09-02: photorealism is procgen, not hand-crafting, outside benchmarks and oracles; use the research to identify what places the named top-list oracle class where it is, as DATA. The published bar [asjbeauty2023]: a 2,870-face aesthetic database from 15 years of top-100 lists against a 10,000-face baseline, PCA over 158 parameters, clusters uncorrelated with race, a shared aesthetic proportion that differs from the baseline. Done when ONE sovereign organ (a) places the estate's landmark set (the face canon's own named points, 80 to 150 of them) on every input face by rule, (b) computes the Procrustes-aligned shape mean and the thin-plate-spline warp to it, (c) averages texture in the aligned frame through nx_perf-class integer arithmetic, (d) computes the PCA modes over the population and publishes each mode's variance share, and (e) writes the prototype and its modes as plane rows so AT3 measures a face as a distance to the prototype and AT9 measures the licensed oracle class as a cluster against the general baseline -- with a neg-control prototype from a permuted landmark set that must NOT match, mixed-population prototypes as data rows rather than a claim, and every population row carrying its consent or licence class (nx_realperson fails closed on a named person without one)Organ3 u
The facial-proportion canon is a TABLE OF HYPOTHESES the ruler tests, never a rulebook it enforces (AT19)
after AT18
fa_canon_tableOPERATOR 2026-09-02 supplied the hard-math canon (vertical thirds, rule of fifths, facial index, intercanthal index, nasofrontal and nasolabial angles, nasal index, lip and mouth ratios, mandibular angle, sex-specific frame). Landed as DATA in knowledge/facecanon.conf: 30 rows, 2 PINNED to a read primary [pallett2010] (eye-mouth 360 permil of face length, interocular 460 permil of face width, and the paper's own finding that these are the AVERAGE face's ratios, with little support for the golden ratio), 28 BRIEF rows that cite nothing until their primary is fetched and read. Done when nx_faceanat reads the table instead of typing canon positions, computes every row from its landmark set, publishes per-row distance-to-band for the licensed top-list population [asjbeauty2023] AND the general baseline, and writes status=refuted on any row the top-list population itself violates -- the Farkas control: a canon most attractive faces fail is a description of a statue, not of the population we are fitting. Neg-control: a permuted landmark set must fail the two PINNED rows.Organ2 u
Operator-tagged ingestion ranges: the beauty bands come from faces and bodies the operator flags at ingestion, fitted by the same procgen machinery (AT20)
after AT18,AT19
at_operator_rangesOPERATOR 2026-09-02: the operator will flag or tag faces and bodies at media ingestion as part of the genetic research; those tags are DATA (accept-plane rows, full-path prefix, actor operator) and the ranges are FITTED from that tagged population through AT18's landmark, shape-mean and PCA machinery, then published beside the licensed top-list ranges as a second population column. EXPLICITLY LAST-MILE BY OPERATOR ORDER: this rung must not derail the engine, graphics and physics gap; it is placed in M6 at the end of the version ladder so the ranker never puts it on the critical path ahead of them. Done when the ingestion lane writes a tag row per flagged asset with the tagger's identity and consent class, the fit refuses populations under a declared minimum n, and the published band carries its n and its population name.Organ3 u

Milestones

MilestoneRungsCumulative
M6 · Operator-tagged ranges fitted beside the licensed canon, last mileAT19,AT205 u
RungCloses withDefinition of done (pre-declared)ExecutorEst.
Longitudinal reference: one declared person across decades fits the ageing trajectory of the canon axes (AT21)
after AT22
rp_age_seriesOPERATOR 2026-09-16 (example given: a declared model photographed from her early career to today): a reference series of ONE person across ages lets the ruler fit how each canon marker moves with age (skin, fat distribution, ptosis, facial thirds, body ratios) instead of assuming a static canon; feeds anatomy AN10 (lifespan canon) and AN12 (ageing prediction). Done-rule: the intake accepts a name plus DATED media, landmarks each item (nx_facemark, nx_headcrop), fits per-marker slopes against a published ageing band, refuses an undated item by name, and publishes the slopes as aggregate rows only; beta-usable, production gated on the licence row.Organ3 u
Reference intake as an estate capability: name in, mirrored media with licence state, landmarks and canon vectors out, aggregated into ranges (AT22)
after AT20
ri_discoverOPERATOR 2026-09-16: build the collection into the estate and let it run; grow what is missing from the first byte. Composes nx_research_fetch and nx_model_get for the mirror (licence state REVIEW beside the bytes: beta-usable, production-refused), nx_facemark and nx_headcrop for landmarks, the AT19 canon table for axes, rp_range_canon for aggregation, and the operator tags of AT20 for the bands. The intake measures faces and bodies on DECLARED MORPHOLOGY AXES (malar projection, bizygomatic-to-bigonial ratio, midface height, canthal tilt, facial thirds, waist-to-hip and bust ratios); it carries NO ethnic, racial or religious label and refuses any such tag by name, because those are not measurable axes and the estate does not classify people by them. Done-rule: one declared name yields mirrored media with licence state, per-item landmark vectors (intermediate, never published) and a range contribution; a planted undated or unlicensed item is refused by name; a planted group label is refused by name (neg-control).Organ4 u
Twin card: every value on a declared axis with side, unit, method and source; face axes are the canon ids; features per freckle; rulers censused (AT23)
after AT22
tc_card_checkThe card the operator asked for beyond an Illusion card (a PNG of about a hundred unitless sliders with no provenance). knowledge/twincard.axes declares 14 sections and 114 values: 21 paired axes recorded per side, 13 region charts for one-row-per-freckle feature rows, 11 ruler rows naming the organ and symbol that measure each axis; nx_twincard check prints coverage, the method partition and the completed left-right pairs, and refuses by name (an undeclared axis, a group label, a value outside its band, a class word not declared, a side that contradicts the pairing, a duplicate, a bad feature, a shot naming no ref). Done-rule: nx_twincard_gate GREEN on the NAS and a card for a declared subject passing check. First card 2026-09-16: private-ref:b7a71b7a, 43 valid values, 0 measured, 11 of 21 pairs, 377 permil coverage.Organ3 u
Video intake through the clean-serve lane: KVS player pages, the function/0/ hash permutation undone, the clip mirrored and classified by its ftyp magic (AT24)
after AT22
ri_kvs_real_urlOPERATOR 2026-09-16: thothub pages through clean-serve. The transform is gate-proven against an outside-oracle known answer (nx_refintake_gate 72/72); the live clip fetch is the referee and the fetcher body reserve is the open question. Feeds the gs_avatar_from_video watch.Organ3 u
Tetrahedral volume mesh from the layered anatomy SDF (bone, muscle, fat, skin as nested boundaries) (AT25)
after AT23
sdf_tetmeshThe substrate every tissue solver needs: nested signed-distance layers (nx_skullsdf, nx_myo, nx_fascia, nx_skinwrap already emit surfaces) meshed into tetrahedra with per-layer material ids. OpenVDB [sota0916_openvdb] and the Infinigen layered procedural volumes [sota0916_infinigen] are the oracles; a mesh whose layers do not partition the body volume is refused by name.Organ6 u
Sovereign hyperelastic FEM step: Ogden and Mooney-Rivlin constitutive models on the tet mesh, implant as a rigid or soft body (AT26)
after AT25
st_hyperelastic_stepThe soft-tissue reaction to an implant or a reshaped bone, computed from the first byte on the AT25 mesh. Referees outside the build path: FEBio [sota0916_febio] for the constitutive laws, SOFA [sota0916_sofa], SlicerTissue CAPS [sota0916_slicertissue] and SkinFlaps [sota0916_skinflaps] for the surgical cases; the done-rule is a displacement field within a stated tolerance of the FEBio oracle on a declared fixture.Organ8 u
GPU tissue kernel: the same step lowered to the WGSL compute lane, thousands of variants in parallel (AT27)
after AT26
wg_tissue_stepNVIDIA Warp [sota0916_warp] is the September 2026 bar for GPU-native tissue physics; the estate lowers ONE source to the WGSL lane (scale from a sensor to a supercomputer) and the CPU step is the bit-exact referee.Organ6 u
Surrogate predictor trained on FEM runs: instant post-operative shape prediction with a stated error against the solver (AT28)
after AT27
st_surrogate_predictThe PINN class the field uses for consultation-speed prediction, trained on AT26 runs over AT25 cohorts through the sovereign nofloat engines; it ships only with its error against the solver printed beside every prediction.Organ8 u
Landmark-driven face morph: alter declared canon landmarks on a fitted head mesh and re-measure every card axis (AT29)
after AT23
fm_morph_by_landmarks3D-face-morph [sota0916_facemorph] is the open research tool; the estate morphs on nx_faceanat channels and nx_facemark re-measures, so a rhinoplasty proposal is a card diff, not a picture.Organ5 u
Sovereign face and eye boxes from a still: the Viola-Jones engine grown on the incumbents (integral tables, rect features, variance-normalised stumps and trees, feature scaling, grouping) reading the published cascade schema as DATA [@haar_face_default] [@haar_eye] (AT30)
after AT22
ff_findBETA-ONLY BOOTSTRAP ARM: the cascade files are third-party data under a permissive licence [haar_face_alt2] [haar_licence], mirrored beside their licence and never a product path; the engine is sovereign and the same flat layout takes a cascade the estate trains itself. Done-rule: on the oracle-judged beta set the face box contains the oracle canthi and nose and each eye box its iris on at least 12 of 15 stills, gate GREEN with a flat-field neg-controlOrgan3 u
Outside landmark oracle rows as the liar-killer for the photo route: a face-mesh model run OUTSIDE the estate over the mirrored bytes, its canthi, iris, lip and nose points landed as intake data (private-ref:082a805a.oracle) with the derived axes the ruler prints (AT31)
after AT30,AT22
pm_refereeThe oracle never enters a build or run path; only its numbers do. A sovereign referee verb reads the rows and scores every measured canthus as permil of the oracle's outer-canthal span (the field's NME shape). Done-rule: the referee prints per-still NME and a partition (FOUND, PLACED-OFF, UNMEASURED, UNJUDGED) that sums to the row countOrgan2 u
Sovereign learned landmarker: canthi, iris centres and lip points regressed by the estate's own trained model (the nofloat training lane) on oracle-labelled beta references plus the estate's own renders, replacing the licensed cascade in every product path [@arxiv_facealign_202609] (AT32)
after AT31,AT23
pm_learned_landmarksCONTENDER against SB-facelandmark: the September listing's methods are learned heatmap regressors; ours must land within the referee's NME bar on the beta set before NishiOS or the browser carries any landmarker, and the cascade arm AT30 is retired from product paths on that dayOrgan8 u
One file door for the reference still and the estate's own render: the photo ruler reads a PNG (nx_anat_sov output, any sovereign render) through the same entry as a JPEG still and announces the codec, so ONE ruler measures the reference and the twin and a twin-fit loop can score a render against the card (AT33)
after AT4,AT30
pm_png_rgbThe twin loop needs the same instrument on both sides of the comparison; a ruler that reads only the photograph can never score the render. Done-rule: the gate proves the fixture encoded through the sovereign PNG writer and read back through the file door reproduces the in-process canthi, tilts, ratios and stomion EXACTLY, announces codec PNG, refuses a non-image file by name and reports an absent file unreadable; the first estate render measured through the door is journaled with its honest verdictOrgan1 u
The twin loop's first rung, the reachable axis envelope: a face built from explicit morph percents over the inside-out canon face, rendered by the sovereign SDF renderer and measured IN-PROCESS by the same photo ruler that reads the reference, swept gene by gene to its declared floor, middle and ceiling; per card axis the envelope and a target's REACHABLE or UNREACHABLE verdict, which names the morph the generator lacks (AT34)
after AT33,AT30
tw_reachThe fit loop stands on this question and on nothing else: which of the reference's scale-free axes can a render reach at all under the morph basis the generator exposes today. Done-rule: the gate holds the target reader to a planted file with a bogus row, the reach predicate to both sides of its band, the level arithmetic to the declared ranges, the seed-42 render to in-process measurement, byte-identical re-render and PNG-door parity; the envelope over the seven persongen genes is journaled with its partition and its verdict, PARTIAL when the ruler cannot measure a renderOrgan3 u
The estate's own face render read by the photo ruler and judged by the outside oracle: nx_twinface renders a persongen identity to a PNG through the file door, the ruler measures it as it measures a photograph, and the outside landmark oracle on the same render is the render-side liar-killer, so every ruler change is judged on the photo referee AND the render referee (AT35)
after AT33
tw_render_pngThe render is the first subject whose true geometry is known by construction (a symmetric canon face), so it exposes placement bias no photograph can: the first render read the medial canthi 12 px high on a 110 px span. Done-rule: the ruler measures the render (face, both eyes, mouth), the oracle row for the render is intake data, and the referee's NME on the render is journaled beside the photo referee's; the accept bar for the ruler on renders is the same FOUND bar the photo referee usesOrgan2 u
Media submission to the vault and through the beauty rulers with a report the operator can check: any still (JPEG, PNG), GIF, APNG and video (MP4 with H.264, VP8 keyframes) submitted through the estate's own doors lands in the vault with a content id, every frame the estate decodes is judged by the same rulers (the photo ruler's canthal and lip axes, skin sampling, bilateral symmetry), and the annotated frame publishes beside the numbers and the outside oracle's row as an asset page on nishifamily.com (AT36)
after AT33,AT31,AT24
mj_judge_fileOPERATOR 2026-09-17: submit media to be stored in the vault and reaccessible, run through the beauty evaluator, with output to confirm and triangulate, and not just photos but gif and video. Incumbents, all sovereign: nx_content_put (the laptop door) and nx_vault_capture (a URL) bring bytes in, nx_mvault classify gives the content id, nx_gif_decode, nx_apng_decode, nx_mp4_demux with nx_h264_decode_frame and nx_vp8_kf yield frames, nx_photomark, nx_skinsample and nx_image_beauty judge, nx_asset_page publishes a judged manifest as the three-tier page. Stills are the first honest unit for GIF and video because the meta-analysis puts static against dynamic ratings at r = 0.70 [pmc_static_vs_dynamic], and the live-streaming benchmark [livebeauty_2501] is why the dynamic residual is journaled per frame rather than hidden. Done-rule: a submitted JPEG, PNG, GIF and MP4 each yield a judge manifest with one row per sampled frame, an overlay PNG per judged frame drawn by the estate's own PNG writer, a page verified by nx_page_verify, and the oracle row beside ours whenever one existsOrgan5 u
Outside beauty oracles and a licensed calibration set for the beauty axes: the published regressors run OUTSIDE on the laptop over the same stills as liar-killers (AttractiveNet [@attractivenet_repo], the deep-network and landmark studies [@pmc_expression_dcnn] [@pmc_fbp_landmarks] [@frontiers2025_deepgeofusion], the 2008 per-user regression [@whitehill2008], the press-reported Tehran model [@techxplore2023], the clinical critique of AI beauty scoring [@jcad_ai_beauty]), SCUT-FBP5500's human mean ratings calibrate through beta under its non-commercial terms [@scut_fbp5500_repo], and the current listing sets the bar [@arxiv_fap_202609] (AT37)
after AT36
mj_oracle_rowThe field's number is a Pearson correlation against human mean ratings on a non-commercial dataset; the estate's bar is that correlation from a sovereign ruler over a LICENSED set with the outside models as oracles, never as dependencies. Done-rule: every judged still carries our axes beside an outside regressor's score; over a beta calibration set the sovereign axes' correlation with human mean ratings is journaled with its N; a licensed set (the Face Research Lab London Set, published under CC BY 4.0, whose figshare page answered the fetcher with a WAF challenge on 2026-09-17) is fetched through a browser vantage before any production claimOrgan4 u
Body-side oracle for the anatomy fit: SHAPY's body shape and anthropometric measurements regressed from photographs [@shapy_repo] [@muelea_profile] with Human Bodies in the Wild as the ground-truth validation set [@shapy_hbw] over the SMPL-X body [@smplx_site], run OUTSIDE over the reference stills as the liar-killer for the body axes the twin card carries (AT38)
after AT36
mj_body_oracle_rowThe face side has its landmark oracle and its render referee; the body side has neither. Done-rule: an oracle row per reference still with height-normalised chest, waist and hip measures and shoulder width, the twin's body fit judged against them the way the face fit is judged against the landmark oracle, and the sovereign body ruler's NME published beside itOrgan4 u
The eye as its own piece: a lid shell whose opening's corners ARE the canthi, six eye genes drawn per seed, and the render's own landmark truth judging the photo ruler per canthus with a signed error (AT39)
after AT35,AT16
tw_truth_landmarksOPERATOR 2026-09-17: the optimal in all our work is three different systems agreeing within a statistically acceptable range, refined without overfitting; if proc gen fails at a larger size, generate pieces at smaller sizes and integrate; some left-right symmetry within reason; hand crafting only where it lands as math the generator reuses. MEASURED CAUSE: two ellipsoid lids have no margin, so the canon face had no recessed aperture. The generator's own fissure scan read NO-APERTURE on 19 of 21 genomes and a tilt of minus 77 degrees on another, nx_fissure_gate read 1 of 8 and had never been promoted or run on any beat, and the photo ruler paired the eyes on 6 of 21 renders. Done-rule: (a) a renderer primitive, op SDF_OP_LIDSHELL, a spherical shell over the globe with an almond opening (the intersection of two discs through both canthi, tilt = the part's roll), that leaves every arena without the op byte-identical; (b) the face seats one shell per eye from canon rows (palpebral fissure height 11 mm, intercanthal index 400) and the width and length morphs MOVE an eye unit without stretching it; (c) six eye genes (tilt, opening height, width, upper share, left-right tilt and opening differences) with ranges declared once, drawn per seed AFTER every earlier draw so existing identities keep their morphs and tone; (d) landmark truth = the shell's stated corners projected through the renderer's own camera, CONFIRMED by a surface scan in a window around each stated corner with the gap published; (e) a judge that scores the photo ruler per canthus with signed dx, dy and NME against that truth over the gene sweep and persongen seeds, partition summing; (f) gates GREEN on both hosts with a no-lid-shell neg-control that refuses by name. OPEN beyond this rung: the outside oracle on renders as the third system with seeds 9 to 16 held out (queued as the next rung), the lips as the next piece (the generator has no complete lip truth even on the canon face), brows as hair rather than a dark slabOrgan3 u
The first fit: solve the face morphs and the eye genes against a reference card's axes from the generator's STATED landmarks, no render in the loop, a gene that ends on a range limit named, the answer confirmed on the surface (AT40)
after AT39,AT34
tw_fitThe twin loop closes for the first time on the axes the generator can state: once the face states its own canthi, a card's eye axes are a function of thirteen genes (seven face morphs, six eye genes) that costs four lookups to evaluate. Done-rule: a pattern search over the declared ranges (single and paired gene moves, halving steps, a move kept only when the cost strictly falls); a cost that puts every axis inside its error band first and nearer its centre second; tilts and roll taken from milli-pixel projections so the objective does not move in plateaus; the stated corner's depth taken by arithmetic on the lid shell's outer sphere; a gene the card cannot use stays at the canon; a gene that ends on its range limit is NAMED, which is the range the generator would have to widen; an axis the generator cannot state is reported UNSTATED and the verdict is PARTIAL, never quietly dropped; the answer is confirmed once by the surface scan; the gate recovers a planted genome's axes, holds an unreachable tilt to UNREACHED with the tilt gene on its ceiling, and holds the cost to planted arithmetic. OPEN: the lip axis (needs the lip unit), sub-unit opening precision (one half-width unit moves the fissure ratio about 21 permil, the named limit on fitting closer than that), and more card axes as the generator learns to state themOrgan2 u
Results home: one page per board, every image click to open, nothing sensitive drawn on load (AT41)
after AT39
cres_renderThe board's results file renders to /compare/aesthetictwin/results with zero media outside a click-to-open block; the gate holds a planted bare image, a planted explicit row and a policy file that tries to loosen the floor; the page is regenerated by a seeded plan and a daily clock rowruntime/nx_compare_results_lib.nx2 u
The lip unit: two swept vermilions meeting at the stomion, with construction truth (AT43)
after AT4,AT39
fa_lip_statedThe generator states labrale superius, stomion, labrale inferius and the cheilia in closed form through the renderer's own outline function; on the canon face the surface ruler reads the vermilion ratio from the rendered midline with nothing refused and agrees with the statement within one refine step on each height; the stated ratio is the canon row upper_over_lower_lip within one unit of rounding; a fullness morph holds the stated ratio; lips past the sampled band are refused by name; each of those teeth is bite-proven by a planted mutantruntime/nx_faceanat.nx2 u
The photo ruler reads each canthus from the eye fissure and the mouth from its seam, refusing every window-side reading by name (AT44)
after AT43,AT31,AT39
pm_eye_fissureRuler version 3 of nx_photomark_lib (shipped 2026-09-18, live nx_photomark 927dd890 285,280 B, gate 5d4152ec 79/79): each lateral and medial canthus is the extreme of the eye fissure grown from the pupil instead of the edge of its search band, and a canthus that lands on its window side is refused as PINNED naming the side; the mouth gives five landmarks from the lip seam (pm_mouth, pm_mouth_anchored on the oracle canthi, pm_lip_score) with seamless and short-seam refusals by name. DONE-RULE: nx_photomark_gate GREEN with planted asymmetric canthal tilts and a split mouth read within tolerance and every refusal firing on its decoy, and the referee over private-ref:b7a71b7a publishing FOUND, PLACED-OFF, UNMEASURED and PINNED as a partition that sums. Measured after this rung: FOUND 2 of 16 (mean NME 59 vs 54 before), the two remaining PLACED-OFF stills halved their errors, three stills now refuse as PINNED; the lateral-canthus bias on photographs (L_lat NME 101) is NAMED, not solvedruntime/nx_photomark_lib.nx3 u

Ladder to SOTA

Two dated targets, and every rung's role toward them. Best in class is the proven, deployed leader today; the frontier is the research edge as of its month. Each target is dated by a sotabar row and judged against the current month by the bar-age ruler (FRESH, ATTESTED with the fallback month named, or refused). Each rung is substrate (what the target's own methods consume), an arm (a sovereign arm that triangulates without competing for the number), a contender (its done-rule is a number against the target) or superseded (kept as capability, retired as a claim), and carries the rungs it stands on.
best-in-class (T-BIC-LIKENESS), dated by SB-MH-2606 = 2026-06 ATTESTED. A MetaHuman-class likeness: a rigged photoreal head whose resemblance to a named reference is measured, not asserted, by the photo ruler, the outside landmark oracle and the image-level likeness referee at full resolution on the live surface, accepted by the operator, the referee panel and the seat before any cell reads green ref wiki_ue5_202609
frontier (T-FR-ANATHEAD), dated by SB-FACEANAT-2609 = 2026-07 ATTESTED. An anatomically grounded procedural head: skull, forensic tissue-depth field, fat compartments, muscle, skin with measured chromophores, eyes and hair each a controllable parameter set grown from rules and measurements, rendered by the sovereign SDF and SSS renderers to the standard of the Gaussian-mesh head avatars, fitted to a reference through a measured feedback loop whose likeness number is published beside every render ref arxiv_faceanat_202609
RungRoleTowardStands onWhy
AT1substrateT-BIC-LIKENESS-the evidence-graded target rows are the canon data every ruler and every fit reads
AT2armT-BIC-LIKENESSAT1outline curviness is a ruler axis; it measures and never competes for the likeness number
AT3armT-BIC-LIKENESSAT1averageness against a population mean is a ruler axis
AT4armT-BIC-LIKENESSAT1,AT16canthal tilt and lip ratio are the photo ruler axes every fit is judged on
AT16substrateT-FR-ANATHEADAT1the palpebral fissure is a generator unit the eye layer stands on
AT15armT-BIC-LIKENESSAT1lip protrusion against the E-line is a ruler axis
AT5armT-BIC-LIKENESSAT4the neoteny blend is a derived ruler axis printed with its inputs
AT6armT-BIC-LIKENESSAT1the cervicomental angle is a body ruler axis
AT7substrateT-FR-ANATHEADAT1the rib-cage floor is body anatomy the generator stands on
AT8armT-BIC-LIKENESS-referee calibration across render fidelity is the referee's own ruler
AT9armT-BIC-LIKENESSAT1,AT2,AT4,AT10the licensed marker-vector oracle is an outside ruler
AT10substrateT-BIC-LIKENESS-the licence chain is data every publish path reads
AT11substrateT-FR-ANATHEADAT7gynoid fat pooling is body tissue the generator stands on
AT12substrateT-BIC-LIKENESSAT1male evidence rows are canon data
AT13substrateT-FR-ANATHEADAT1,AT12the species canon is data the same generator reads
AT14armT-BIC-LIKENESSAT9the reverse-direction referee triangulates the licensed oracle
AT17substrateT-BIC-LIKENESSAT1the derived model scale is population survey data
AT18substrateT-FR-ANATHEADAT3,AT9the procgen composite prototype (population landmarks, shape mean, PCA modes) is the statistical substrate the head fit consumes
AT19substrateT-BIC-LIKENESSAT18the canon as a table of hypotheses is data the ruler tests
AT20substrateT-BIC-LIKENESSAT18,AT19operator-tagged ingestion ranges are data
AT21substrateT-BIC-LIKENESSAT22the longitudinal reference is data
AT22substrateT-BIC-LIKENESSAT20reference intake produces the card data every fit starts from
AT23substrateT-BIC-LIKENESSAT22the twin card is the data structure every ruler writes and every fit reads
AT24substrateT-BIC-LIKENESSAT22video intake feeds the card
AT25substrateT-FR-ANATHEADAT23the tetrahedral volume from the layered SDF is the volume the tissue physics runs on
AT26substrateT-FR-ANATHEADAT25the hyperelastic FEM step is the tissue physics the layered head stands on
AT27substrateT-FR-ANATHEADAT26the GPU tissue kernel is the same physics at scale
AT28substrateT-FR-ANATHEADAT27the surrogate predictor stands on the FEM runs
AT29substrateT-FR-ANATHEADAT23the landmark-driven morph is a fit primitive re-measured per axis, not a likeness number
AT30armT-BIC-LIKENESSAT22the sovereign face and eye boxes are a detector inside the ruler
AT31armT-BIC-LIKENESSAT30,AT22the outside landmark oracle rows are the liar-killer for the ruler
AT32armT-BIC-LIKENESSAT31,AT23the sovereign learned landmarker is the ruler
AT33armT-BIC-LIKENESSAT4,AT30the one file door lets one ruler measure the reference and the render
AT34contenderT-BIC-LIKENESSAT33,AT30the reachable axis envelope prints REACHABLE or UNREACHABLE per card axis, the first likeness number against a reference
AT35armT-BIC-LIKENESSAT33the render read by the photo ruler and judged by the outside oracle is referee plumbing
AT36armT-BIC-LIKENESSAT33,AT31,AT24media through the rulers with a report is referee plumbing
AT37armT-BIC-LIKENESSAT36outside beauty oracles triangulate the beauty axes
AT38armT-BIC-LIKENESSAT36the body-side oracle triangulates the body axes
AT39substrateT-FR-ANATHEADAT35,AT16the eye unit is a generator layer whose canthi are construction truth
AT40contenderT-BIC-LIKENESSAT39,AT34the first fit solves morphs and eye genes against a card's axes; its done-rule is the fit residual against the reference
AT41substrateT-BIC-LIKENESSAT39the results home is where every number is published
AT43substrateT-FR-ANATHEADAT4,AT39the lip unit is a generator layer with construction truth
AT44armT-BIC-LIKENESSAT43,AT31,AT39the photo ruler reading each canthus from the still is the ruler; it measures the reference and the render and never competes for the likeness number
RungCloses withDefinition of done (pre-declared)ExecutorEst.
Image-level likeness referee: same-person band derived from the reference set, every axis published, the rejected renders read outside (AT45)
after AT4,AT31,AT33
lk_scoreTwo stills are aligned into one canvas by the similarity that maps each face's two eye centres onto the canvas's (the oracle canthi for the references, the photo ruler's canthi for a render, its refused-pair candidates when that is all it holds, every source named on the receipt) and ten axes are measured between them and published one per line: landmark NME, canthal-tilt delta, the edge-orientation descriptor as L1 and as cosine, skin L a b, the shading layout, the texture layout, the texture energy. The band per axis is the WORST distance among the reference set's own same-person pairs (six pairs of four clothed frontal stills, printed with the pair that set it), the canvas is twice the smallest reference eye span and the grid cell is the set's own landmark spread; a subject passes an axis iff its nearest reference lies within the band, the verdict is the count of axes inside, outside and unmeasured, INSIDE only when no measured axis is outside, no weighted sum and no typed coefficient. Done-rule: nx_likeness_gate GREEN on the real set: band from at least three pairs, a reference against itself zero on every axis, a rolled and scaled copy INSIDE with its geometry within two canvas pixels, the two rejected renders OUTSIDE and measured rather than unaligned, the door agreeing with the in-process path. OPEN BAR carried to the structure contender: the structure family separates 1 of 4 renders today (the same person's photographs spread more on every classical structure ruler than a render differs from a photograph at an 84 px canvas), so the rejections rest on skin chroma and texture layout; the rung is not accepted until a structure ruler reads 4 of 4Organ2 u
RungRoleTowardStands onWhy
AT45armT-BIC-LIKENESSAT4,AT31,AT33the image-level likeness referee is a ruler that triangulates the twin against the reference set; it publishes every axis and never competes for the target's number
RungCloses withDefinition of done (pre-declared)ExecutorEst.
The skull-bound tissue-depth skin: the skin as an offset surface of the generated skull by the forensic tissue-depth field, controllable fat compartments, and named patches where no bone backs the feature (AT46)
after AT17,AT39,AT43,anatomy:AN17
sks_surfacethe skin is the generated skull offset along its own gradient normals by a depth field interpolated (Gaussian RBF, kernel width the median nearest-landmark spacing) from knowledge/tissue_depth.conf at landmarks LOCATED on the skull mesh, plus additive fat compartments whose magnitudes are a printed parameter vector; proven by nx_skullskin_gate: kernel arithmetic against closed forms, no vertex penetrates the skull (depth positive everywhere, min median max printed), neg-control-zero-depth-field (the skin equals the skull) and neg-control-doubled-cheek-fat (only the compartment support moves, partition summed), the photo ruler finds a face with both canthi of both eyes on the skin render and its intercanthal index sits inside the canon band widened by the ruler's own measured precision, and the skin's midline thirds equal within the table's spread (this last conjunct is SUBSTRATE: it reads the skull generator's proportions and is RED today); the NME against the outside oracle is unmeasurable in-lane until a render carries an oracle rowruntime/nx_tissuefield_lib.nx2 u
RungRoleTowardStands onWhy
AT46contenderT-FR-ANATHEADAT17,AT39,AT43,anatomy:AN17 DONEthe skull-bound tissue-depth skin is the first layer built ON the generated skull; its done-rule is a measured number against the reference (photomark NME and the likeness referee) so it competes for the target
RungCloses withDefinition of done (pre-declared)ExecutorEst.
Auto photo-match: media placed in the vault inbox or tagged in the vault is judged, matched and scored with no seat (AT47)
after AT36,AT40,AT33
pmx_beatOperator 2026-09-30: "i also want to get an auto ingestion system setup so that i can just place or flag media in the vault/gallery for auto nishi attempts at getting the photo matched via the ssytem". THE LIKENESS POLICY IS THE OPERATOR'S (2026-09-30): the estate reproduces the pictured subject, identity included, and flags every result ESTATE-ONLY; the only use a result has without a grant is a proposal shown privately to the depicted person, and every deployment (VR, cosmetology, fine nude art, a gallery, merchandise, an advertisement, an avatar) is a use scope that person grants under a two-party royalty contract. Done-rule: a still placed in the vault inbox or tagged photomatch:queued is admitted exactly once by content id (a second beat never duplicates it), classified by nx_mvault, judged by nx_mediajudge (AT36), measured and attempted within a declared wall budget and re-measured by the same rulers as the photo (nx_photomark through the AT33 file door, nx_refstill GR62, CIEDE2000 by cs_de2000), its private report carries every score or names it UNMEASURED, the result is flagged ESTATE-ONLY with a proposal-candidate row, and every outward door composes nx_rights_ledger default-deny per exact talent and use scope; proven by nx_photomatch_gate on a fixture vault (the door refused with no grant, opened by a planted grant for exactly that talent and use, refused for another scope or talent) and by a live beat on the mirrored reference with its report producedOrgan3 u
RungRoleTowardStands onWhy
AT47contenderT-BIC-LIKENESSAT36,AT40,AT33the loop is the estate's own attempt at the likeness target: every result is a render of the pictured person scored against that photograph by the same rulers, so its numbers compete for the target rather than triangulate it
best-in-class (T-BIC-BODYPROP), dated by SB-BODYPROP-2605 = 2026-05 ATTESTED. Generated bodies whose waist-to-hip ratio, body-mass index and leg-to-body ratio are SAMPLED across the published attractive bands (each bound a conf row derived from a source's own mean and spread) and MEASURED from the emitted mesh's girths against those bands, so variety spans the published range of beauty instead of collapsing to one point ref katzmarzyk2001
RungCloses withDefinition of done (pre-declared)ExecutorEst.
Attractive body-proportion range: published bands as data, sampled by the generator and measured on the emitted body (AT56)
after AT1,AT2
bp_propband_sampleOperator 2026-10-01: get the right attractive proportions in a range like the glamour publications carry. knowledge/attractive_bands.conf carries one row per ratio with lo, hi, unit, refkey and the derivation from the source's own numbers (whr 650..710 permil from 0.68 +/- 0.03 [katzmarzyk2001]; bmi 17.3..20.0 from 18.1 - 0.8 up to the stated optimum 20 [voracek2002]; lbr -0.5..+0.5 sd from the canon row [kiire2016] [frederick2010]); nx_propband_lib loads it, refuses the WHOLE table on any malformed or ungrounded row, checks a ratio in nx_proportion_guard's vocabulary and samples inside the band by construction. Done-rule: nx_body_proc draws each body's WHR, BMI and LBR through pb_sample from a per-body hash; a gate emits N bodies from N seeds, measures waist and hip GIRTHS and leg and stature from the EMITTED mesh (girths, not silhouette widths), and every measured ratio lands inside its band with the per-ratio spread across the N bodies covering at least half the band; known-answer teeth per ratio on a fixture body; a neg-control body outside the band is reported outside by name. The lib half is landed and gated (nx_propband_gate); the emitter wiring and the mesh-girth measurement are this rung's open workOrgan3 u
RungRoleTowardStands onWhy
AT56contenderT-BIC-BODYPROPAT1,AT2its done-rule is a measured number per ratio against the published band: the emitted bodies' measured WHR, BMI and LBR inside the band with the spread covering the band
RungCloses withDefinition of done (pre-declared)ExecutorEst.
Duplicate receipt: a reference still reproduced by the estate twin and scored per region and per landmark against declared bars (AT57)
after AT47,AT45,AT44,AT31,graphics:GR62,skintwin:ST1,ecosystem:EC87
at_dup_receiptOPERATOR 2026-10-03 (ecosystem EC87, the duplicate half): prove we can duplicate an item to have evidence we have sota capabilities if not frontier, starting with digital twinning humans. The estate already holds every piece and no receipt joins them: the photo-match loop (AT47) renders a twin against a vault reference, the image-level likeness referee (AT45) publishes the same-person band, the photo ruler reads canthi and the mouth seam (AT44) with the outside landmark oracle as liar-killer (AT31), graphics GR62 measures per-region CIEDE2000 against a reference class through skintwin ST1 cs_de2000, and the private reference store (private-ref:81f02c0a, licence areas as rows, nx_refarea refusing any public use) holds the originals. Done-rule: for a reference still in the private store, the twin loop emits the estate reproduction and one receipt prints, per declared region (skin, hair, lips, iris and sclera, background), mean and 95th-percentile CIEDE2000; landmark error normalised by inter-ocular distance (the face-alignment field's NME) from the sovereign ruler AND the outside oracle side by side; the AT45 likeness distance and band; the AT56 proportion ratios where a body is in frame; each against a bar ROW whose value comes from a measured human calibration (JND for colour, pair-judge or two-alternative forced choice for the whole frame, cms CM30-class), never a typed threshold. Three method classes (ecosystem EC82): the receipt reproduced from its inputs, the referee arithmetic checked against its pinned sources' own known answers (Sharma 2005 CIEDE2000 test data for colour), and a planted render perturbed by a known amount read back at that amount. Estate-only: the receipt carries the store id and numbers, never an image; no real person reaches a production surface without the EC85 doorOrgan4 u
Variation receipt: one named twin parameter moved by a requested amount, the target axis measured to move by that amount and every other measured axis held (AT58)
after AT57,AT56,graphics:GR59,skintwin:ST1,ecosystem:EC87
at_var_receiptOPERATOR 2026-10-03 (ecosystem EC87, the variation half): the ability to create variations of the original to show we have control of the math capabilities, not just observation and build capabilities. A duplicate proves the estate can match; only a controlled variation proves it holds the parameters that made the match. Done-rule: starting from an AT57 duplicate, a request names ONE parameter and a delta (first axis: waist-to-hip ratio inside the AT56 band, because it is the one with a measured emitter path today, nx_body_proc propband with the nx_girth_lib girth ruler, gate 24/24; then skin melanin through the skintwin chain and graphics GR59, a joint angle of the pose, and garment tension through softbody contact); the receipt prints requested, predicted and measured for the target axis with the absolute difference of measured and requested inside a declared tolerance row, and a held-axes table (per-region CIEDE2000 outside the region the parameter owns, landmark NME, the other proportion ratios, the AT45 likeness band) each inside its own tolerance. The gate plants a crosstalk mutant (a WHR change that also shifts skin colour or the other ratios), a wrong-magnitude mutant and a request outside the declared band, and proves all three refused by name while a clean variation passes; the same three method classes as AT57. Estate-only, numbers and store ids onlyOrgan4 u
RungRoleTowardStands onWhy
AT57contenderT-BIC-LIKENESSAT47,AT45,AT44,AT31,graphics:GR62 DONE,skintwin:ST1 DONE,ecosystem:EC87 OPENits done-rule is a measured number against declared bars: per-region CIEDE2000, landmark NME and the likeness band of the estate's reproduction of a reference still
AT58contenderT-BIC-BODYPROPAT57,AT56,graphics:GR59 DONE,skintwin:ST1 DONE,ecosystem:EC87 OPENits done-rule is a measured number against the published band: a requested waist-to-hip change landing within tolerance inside the AT56 band while every other measured axis holds
Ladder verdict. LADDERED. Targets, rung roles and bars are counted in the tables below, each partition re-derived beside its total. Bars read FRESH against the current month 2026-10.
Ladder verdict, counted (17 rows, more than the 12-row disclosure bar)
Ladder verdict, counted
ClassCountNote
targets3sotatarget rows on the plan
best in class2targets whose class is best-in-class, by code
frontier1targets whose class is frontier, by code
undated0targets naming no bar that exists
bad class0targets whose class is neither word
duplicate0target ids an earlier row already carries
rungs49rung rows on the plan
placed49rungs carrying a rungrole row
unplaced0rungs with no role toward any target
bad role0rungrole rows naming a role the ladder does not know
bad target0rungrole rows naming a target no sotatarget row declares
rungs, summed49RECONCILED: the parts sum to the total 49
substrate23what the target's own methods consume
arm19a sovereign arm that triangulates without competing for the number
contender7its done-rule is a number against the target
superseded0kept as capability, retired as a claim
placed, summed49RECONCILED: the parts sum to the total 49
Bar freshness, counted
ClassCountNote
bars27sotabar rows on the plan
fresh0the bar month is the current month
attested27an older bar with a this-month barscan reporting no newer entry
stale0a this-month scan saw a newer month the bar ignores
unattested0nobody looked this month
malformed0a sotabar row missing a field
duplicate0bar ids an earlier row already carries
bars, summed27RECONCILED: the parts sum to the total 27
current month2026-10the month every bar is judged against
Treatment verdict. PARTIAL -- a declared row is unmet: the ranker refuses this board until every declared row verifies. The declared rows, the rungs and the evidence read are counted in the table below, the row partition re-derived beside its total. The complete effective clock view could not be read. Agent absence remains UNPROVEN; restore that observation before claiming completion.
Treatment verdict, counted
ClassCountNote
rows15treat rows declared on the plan
complete0every declared step verifies against the evidence
partial15a declared step is unmet
malformed0a treat row missing a field
rows, summed15RECONCILED: the parts sum to the total 15
rungs49rungs on the plan
undeclared34rungs with no treat row
allowlist bytes read207162the MCP allowlist the ranker reads
roster bytes read119881the gate roster
clock plane bytes read0the clock DESIRED plane
RungMCP rowAPI routePrimitiveWorkflowAgent beatVerdict
AT36nx_mediaflow present/api/tools/call name=nx_mediaflow presentnx_mediajudge_lib presentmediaflowcheck presentmediaflowcheck declaredPARTIAL
AT39nx_twinfit present/api/tools/call name=nx_twinfit presentnx_twinfit_lib presenttwincheck presenttwincheck declaredPARTIAL
AT40nx_twinfit present/api/tools/call name=nx_twinfit presentnx_twinfit_lib presenttwincheck presenttwincheck declaredPARTIAL
AT41nx_compare_results present/api/tools/call name=nx_compare_results presentnx_compare_results_lib presentresults-aesthetictwin presentresultsaesthetictwin declaredPARTIAL
AT43nx_twinface present/api/tools/call name=nx_twinface presentnx_faceanat presenttwincheck presenttwincheck declaredPARTIAL
AT4nx_photomark present/api/tools/call name=nx_photomark presentnx_photomark_lib presentmediaflowcheck presentmediaflowcheck declaredPARTIAL
AT22nx_refintake present/api/tools/call name=nx_refintake presentnx_refintake_lib presentrefcheck presentrefcheck declaredPARTIAL
AT23nx_twincard present/api/tools/call name=nx_twincard presentnx_twincard_lib presentrefcheck presentrefcheck declaredPARTIAL
AT33nx_photomark present/api/tools/call name=nx_photomark presentnx_photomark_lib presenttwincheck presenttwincheck declaredPARTIAL
AT34nx_twinfit present/api/tools/call name=nx_twinfit presentnx_twinfit_lib presenttwincheck presenttwincheck declaredPARTIAL
AT35nx_twinfit present/api/tools/call name=nx_twinfit presentnx_twinfit_lib presenttwincheck presenttwincheck declaredPARTIAL
AT16nx_twinface present/api/tools/call name=nx_twinface presentnx_faceanat presenttwincheck presenttwincheck declaredPARTIAL
AT45nx_likeness present/api/tools/call name=nx_likeness presentnx_likeness_lib presenttwincheck presenttwincheck declaredPARTIAL
AT46nx_skullskin present/api/tools/call name=nx_skullskin presentnx_tissuefield_lib presenttwincheck presenttwincheck declaredPARTIAL
AT47nx_photomatch present/api/tools/call name=nx_photomatch presentnx_photomatch presentphotomatch-loop presentphotomatch-loop declaredPARTIAL

Inspect a rung and its prerequisites

Declared nodes 49. Rank input binding: STALE_INCONSISTENT. Dependency order is authored. Implementation, acceptance evidence, authority and resource readiness are unverified. No action is recommended or dispatched here.

Plan SHA-256 4bade160452a70f1e00aa9032f729c969f583a1fe9c40aa6ed4a92a7994f6500. Target rows 3; role rows 49. Existing risks and release worklog retain their own scope; no node completion is inferred.

Runtime observation coverage: 0 of 49 rungs have current, identity-bound execution observations. Observation may report RED. Accepted completion remains unknown; source presence, qualification and deployment do not establish it.

Use Enter or Space on a rung to inspect its contract. Prerequisite links locate another rung in this list; open its summary to inspect it. Estimates are authored effort, not forecasts.

  1. AT1 — Evidence-graded aesthetic target rows

    Prerequisites: None declared; this does not establish execution eligibility.

    Contract: bp_evidence_grade

    Acceptance: Every aesthetic target the canon carries becomes a row of knowledge/aesthetic_canon.conf with region, marker, band, evidence class from REPLICATED or CONTESTED or REFUTED, and the key of a source pinned in aesthetictwin.refs, consumed by nx_body_proc beside body_dimorphism.conf rather than by a second loader. Done-rule: a gate proves every row resolves its key against the refs register or is REFUSED by name, that a REFUTED row may be an axis to measure but is refused as a steering target, that the counts of the three classes SUM to the row population so the grade is a partition and not a headline, and a neg-control proves a row citing an unknown key does not load. The first rows written are the ones the matrix header already graded: adiposity REPLICATED [@tovee1999], averageness and female-face femininity REPLICATED [@lee2025], WHR 0.70 CONTESTED [@voracek2002] [@katzmarzyk2001] [@hubner2024], symmetry CONTESTED [@pentonvoak2001] [@vandongen2012], phi REFUTED [@naini2024], neoclassical canons REFUTED as prescriptions [@farkas1985].

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  2. AT2 — Outline curviness metric

    Prerequisites: AT1 (acceptance unverified)

    Contract: am_outline_curvature

    Acceptance: A curvature-based measure over the silhouette nx_anatomy_measure already extracts, reported beside WHR and never instead of it. Done-rule: a gate proves the metric ORDERS two silhouettes of equal WHR and different curviness the way the source's raters did [@hubner2024], that it is invariant to uniform scale, and a neg-control proves a straight-sided silhouette reads zero. CORRECTION FILED 2026-08-28 AND IT IS AGAINST THIS RUNG'S OWN DELIVERY: am_outline_curvature, shipped 2026-08-28, DUPLICATES nx_curvebench.cb_measure, which has existed since 2026-08-07 and already computes the integrated absolute SECOND DIFFERENCE of a half-width outline profile, normalised to figure height and emitted BESIDE waist, hip and WHR -- which is verbatim this rung's own pre-declared done-rule, including the never-instead-of-WHR clause. Two agents reached that finding independently, and nx_capsearch ranks cb_measure at rank 2 for the capability with corpus_complete=1, so the incumbent was retrievable before a line was written and was not retrieved. That is a RETRIEVAL FAILURE, NOT A DISCOVERY, and it is recorded here rather than tidied away because the ranker was simultaneously reporting this rung as LIB-GATE-ONLY, i.e. the estate was carrying a duplicate ruler AND an adoption gap on the same symbol. WHICH RULER SURVIVES IS DELIBERATELY NOT DECIDED HERE: the proposed consolidation was itself refuted for repeating the same check-before-build error, and note that two independent implementations AGREEING on one fixture is the STRONGEST evidence of duplication rather than a refutation of it, so a comparison tooth must not be written the other way round. The adjudication belongs with the nx_curvebench owner. ADJUDICATION SHAPE SETTLED 2026-08-29 BY READING BOTH CONTRACTS, without usurping the owner: they are ONE METRIC OVER TWO SUBJECTS -- cb_measure extracts the half-width profile from an EMITTED MESH in 128 stature-normalised bands, am_outline_curvature extracts it from a RASTER MASK in 16 height-normalised segments, and the bend arithmetic between them is the duplicated part. Neither subject should die: the mesh leg is what the generator aims at and the mask leg is what an image referee reads. The consolidation is therefore a SHARED PROFILE-INDEX FUNCTION taking a width-profile array, with two extraction front-ends that each own their representation -- one arithmetic home, two honest subjects, and AT2's ordering done-rule then proves the shared arithmetic ONCE instead of twice. Also load-bearing and worth carrying here: cb_measure's own header is where the muse doctrine lives -- what a generator needs from a reference figure is an AIM POINT ON A METRIC, not pixels; a stored image is a liability with an expiry date, a curvature target is a parameter -- which is the licensing-clean form of every reference-model conversation this board has.

    Authored effort: 1.5. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  3. AT3 — Averageness against a population mean face

    Prerequisites: AT1 (acceptance unverified)

    Contract: fa_averageness_axis

    Acceptance: Derive the mean face from the canon's own dimorphism rows sampled over seeds, then a landmark distance from it. Done-rule: a gate proves the mean face scores zero, that the score is monotone in morph amplitude for each of the seven face morphs, and that a distinctiveness the source found to LOWER attractiveness [@lee2025] [@little2011] reads as a higher distance rather than being folded into a beauty number.

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  4. AT4 — Canthal tilt and lip ratio as measured axes

    Prerequisites: AT1 (acceptance unverified), AT16 (acceptance unverified)

    Contract: pm_canthal_tilt

    Acceptance: Tilt in degrees from the medial and lateral canthus landmarks of the emitted mesh, banded by the source's classes [@lee2020canthal]; vermilion heights, the upper-to-lower ratio and the lip-area-to-lower-third ratio reported against the witnessed 1 to 2 and 9.6 percent figures [@popenko2017], the latter landing on fa_lip_ratio in the same organ. Done-rule: a gate proves both axes are read from mesh landmarks and not from slider positions, that a mirrored face reads the same tilt with opposite sign, and a neg-control proves a face with no eye landmarks reports UNMEASURED rather than zero. DONE-RULE DEFECT CORRECTED 2026-08-28 AND IT WAS VACUOUS AS PUBLISHED: the mirror tooth above, same tilt with OPPOSITE SIGN, is satisfied by the degenerate constant zero because minus zero equals zero. On the geometry this rung was ranked against, tilt was identically zero for every face by construction, so a stub returning zero for a present eye and UNMEASURED only when the eye parts are deleted satisfied BOTH published teeth while measuring nothing whatever. That is a completion signal keyed on a name, and it sat at the head of this board's critical path. ADDED AND MANDATORY: a tooth that plants a KNOWN tilt in the lid geometry, asserts the measured tilt tracks it within tolerance, AND asserts it is NOT ZERO. That tooth is unsatisfiable without a palpebral aperture, which is precisely why AT16 is now a declared prerequisite and ranks ahead of this rung rather than behind it.

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  5. AT16 — Palpebral fissure so that a canthus exists to be measured at all

    Prerequisites: AT1 (acceptance unverified)

    Contract: fa_palpebral_fissure

    Acceptance: PROMOTED FROM A WATCH ROW TO A RUNG ON 2026-08-28 BECAUSE THE RANKER RANKS RUNGS AND COULD NOT SEE IT. AT4 is ranked FIRST on this board at priority 1666 and is NOT BUILDABLE, so the board's own critical path has been pointing at unbuildable work. A canthus is the commissure where the UPPER and LOWER eyelid margins MEET; faceanat_build emits 27 parts whose only eye-region rows are 16 and 17 carving sockets, 18 and 19 full eyeballs, and 25 and 26 lashes. There is no lid margin and no aperture, so one of the two boundaries whose junction DEFINES a canthus has no geometric representative and there is nothing for any measurement to find. WORSE THAN ABSENT, THE TEMPTING PROXY IS VACUOUS: parts 16 and 18 are axis-aligned and share cx exactly, so their intersection curve is mirror-symmetric and a tilt read off it is identically zero for every face forever -- and an axis that cannot fail is not an axis. This also means AT4's pre-declared mirror tooth, that a mirrored face reads the same tilt with OPPOSITE SIGN, passes VACUOUSLY on the current geometry because minus zero equals zero, so a stub returning zero would satisfy the declared done-rule while measuring nothing. Done-rule: an upper and a lower lid-margin part per eye whose medial and lateral ends MEET, so medial-canthus and lateral-canthus landmarks exist as surface features resolvable by marching the blended field off-midline; a gate proves the two landmarks are DISTINCT points, that they MOVE when the lid geometry moves, and a neg-control proves a face with the lid parts removed reports UNMEASURED by name rather than zero. SECOND LAYER, PRICED SEPARATELY AND DELIBERATELY NOT FIRST: sdf_ellip_rot is PITCH-ONLY, rotating the y and z pair and passing px through untouched, so even correct lid geometry stays axis-aligned and would read zero; O_ROLL was reserved in the arena for exactly this and today is declared at two lines with NO setter and NO reader, so the expression half is half-landed and unwired. Wiring roll FIRST would yield a measurable-looking number with no anatomical referent, which is worse than a refusal.

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  6. AT15 — Lip protrusion against the Ricketts esthetic plane

    Prerequisites: AT1 (acceptance unverified)

    Contract: fa_eline_offset

    Acceptance: Both vermilions measured against a line from the MEASURED pronasale to the MEASURED pogonion, read off the blended surface so the axis cannot be satisfied by editing a slider. This rung was SHIPPED BEFORE IT WAS PLANNED and the row is being written after the fact, which is recorded here rather than tidied away: it was mislabelled AT5 in its own gate for one session, and AT5 is the neoteny axis. Done-rule: a gate proves the offset moves when the LIP moves and, independently, when the CHIN moves, which is what separates a line from a depth and which a ruler that had degenerated into lip depth would pass on the first and fail on the second; that a mirrored face reads identical offsets, the profile being a midline quantity; and a neg-control proves a face absent from the sampling band refuses BY NAME rather than returning the most flattering reading available. Raw units are published beside the millimetres because the mm conversion divides by MMU, and MMU disagrees by ~2.2x with four independent witnesses of this model's own declared geometry, so a consumer reading only mm is reading a contested constant.

    Authored effort: 1.5. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  7. AT5 — Neoteny and maturity blend axis

    Prerequisites: AT4 (acceptance unverified)

    Contract: fa_neoteny_axis

    Acceptance: OPERATOR DIRECTIVE 2026-08-28 AND IT IS THE BINDING CONSTRAINT ON THIS RUNG: SEXUAL MATURITY IS THE FLOOR. The axis measures the juvenile-to-mature continuum and the generator half is bounded so nothing below an adult subject is emitted. THE MECHANISM IS DELIBERATELY NOT pg_check, AND THAT WAS MEASURED RATHER THAN ASSUMED: pg_bound resolves only 8 BODY axes and returns -1 for every face axis, so pg_has_bound reads 0 and pg_check returns PG_NO_BOUND unconditionally -- a floor routed through it would pass on every possible input and prove nothing, which is a checkbox wearing a control's name and is worse than no tooth because its existence is counted as coverage. The floor therefore lives IN THIS AXIS: the emit path refuses BY NAME below the floor, with a named reason code like every other refusal in this family, never a silent clamp that rewrites its input and reports success. AND THE FLOOR CANNOT BE DEFINED AS GROWTH COMPLETION: craniofacial structures are never static, and the jaws and dentition undergo subtle LIFELONG positional change [@cfgrowth2025], so there is no age at which facial form finishes and any floor phrased as growth having stopped is unmeasurable by construction. The floor is defined by ADULT MARKERS BEING PRESENT on the emitted face, measured, never by an age number. THE SUB-FEATURES ARE CONTINUOUS MORPHOLOGY AXES AND ARE DELIBERATELY NOT ETHNIC TYPES (operator 2026-08-29, who named the soft rounded look and explicitly rejected the population-label framing). A three-bucket phenotype classifier would be abandoned racial typology rather than a measurement, it is scientifically wrong because craniofacial variation is clinal and within-group variance dominates between-group, and a system that infers ethnicity from a face is a PROHIBITED biometric categorisation practice under the EU AI Act, so it would also fence this board out of a market it is meant to serve. The continuous axes give strictly MORE variety than buckets, which is the point. Each is a knob the model already has or needs, listed with its part rows: malar and mid-face soft-tissue volume (faceanat_morph_cheek, present); lower-third proportion, subnasale to gnathion over total face height (NEEDS a per-third y-scale morph, which is the one generator symbol this rung actually adds); brow-ridge projection, parts 8 and 9 cz, flush rather than deep-set; lateral zygomatic flare, parts 6 and 7 cx; nasion depth and bridge length, part 4; nasal tip rotation, part 5; inter-eye separation, parts 16 to 19 and 25 to 26 cx; and cephalic index, which is ALREADY a canon row graded CONTESTED as an AXIS with no target [@hamdan2025]. fa_neoteny_axis SCORES a face on this combination and does not drive it: the morphs are the gate's FIXTURES and the axis is the ruler, which is why the done-rule below asks the two extreme morphs to score at opposite ends. An eye-area-to-face-area ratio, a lower-third height and a zygomatic projection combined into one axis on which a child-like and an adult-like morph land at opposite ends, carrying the measured sex differences in lower face height and palpebral fissure height [@babacan2025] and the trait definition the review literature uses [@lidborg2025] [@perrett1998]. Done-rule: a gate proves the two extreme morphs score at opposite ends, monotonicity along the blend, and that the axis is reported as a number with its inputs printed rather than as a verdict.

    Authored effort: 1.5. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  8. AT6 — Cervicomental angle of the neck

    Prerequisites: AT1 (acceptance unverified)

    Contract: bp_cervicomental

    Acceptance: The angle derived from hyoid and menton landmarks of the emitted body, monotone in the submental fat parameter, with the surgical anatomy of the axis carried as citation and no target [@ellenbogen1980] [@abdulshakoor2021]. Done-rule: a gate proves the angle falls as submental fat rises, that it is read from landmarks the canon already places, and a neg-control proves a body with no hyoid station reports UNMEASURED.

    Authored effort: 1.5. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  9. AT7 — Rib-cage floor under the waist

    Prerequisites: AT1 (acceptance unverified)

    Contract: bp_thoracic_floor

    Acceptance: The waist minimum DERIVED from the chest coefficients and the bone layer so a waist below the skeletal envelope is REFUSED by name and one at the floor emits. Done-rule: a gate plants a sub-floor waist and proves the refusal fires, proves a waist at the floor emits with the bone layer intact, and a neg-control proves the floor moves when the chest coefficients move rather than being a typed number.

    Authored effort: 1. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  10. AT8 — Referee calibration across render fidelity

    Prerequisites: None declared; this does not establish execution eligibility.

    Contract: cjp_tier_of

    Acceptance: LANDED 2026-08-27. The panel carries a fidelity tag per image (silhouette, clay, textured, photoreal), floors may be declared per tier, a lens votes only with a floor about that image's tier, admission is earned per tier and the receipt binds the tier set, the admitted subset and the per-tier floors. Proven by nx_cjc_panel_gate 19/19 (T13 additive, T14 cross-tier refusal, T15 ratchet, T16 receipt binds the tier set, T17 unknown tier refused by name) and bite-proven killed=1 not_reached=0 with both deployed twins restored byte-identical. ⚠THIS DONE-RULE WAS CORRECTED AGAINST ITS OWN EVIDENCE RATHER THAN GRADED AGAINST THE WORDING IT SHIPPED WITH. It demanded that the existing single-tier receipt be reproduced BIT-IDENTICALLY; that is unachievable by construction because the receipt carries an epoch, and it was also the wrong thing to ask -- a receipt is a summary, and reproducing it says nothing about the verdicts consumers actually read. What was proven instead is strictly stronger on the part that matters and is stated as what it is: the FULL panel output over the live 13-row corpus is unchanged value for value, vote for vote, composite for composite and verdict for verdict, with only the new tier fields added, measured by banking the live run BEFORE the promote and re-running after. The receipt gains three tier lines and its epoch moves; nothing else in it changes. A done-rule that cannot be met should be corrected out loud, not quietly met with a weaker proof.

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  11. AT9 — Licensed marker-vector oracle for a named model

    Prerequisites: AT1 (acceptance unverified), AT2 (acceptance unverified), AT4 (acceptance unverified), AT10 (acceptance unverified)

    Contract: rp_marker_oracle

    Acceptance: Behind a resolved licence chain and consent record, compute a named model's marker vector (waist-to-hip, curviness, leg-to-body, canthal tilt, lip ratio, lower-third height, skin ITA) from licensed reference captures, publish a band per marker, and report per marker whether an emitted body lands in-band. private-ref:b7a71b7a is the named oracle class; the estate holds no licensed capture, so the oracle is a refusal today. Done-rule: a gate proves refusal by name without a licence row, proves under a synthetic licensed fixture that the vector is computed and the in-band verdict flips with the morph, and proves the vector carries the evidence class of each marker from AT1 so a CONTESTED marker cannot decide the benchmark alone.

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  12. AT10 — Person licence chain and media classes

    Prerequisites: None declared; this does not establish execution eligibility.

    Contract: al_person_chain

    Acceptance: BUILDS ON the phototwin lane's landed al_license_chain (chain row with owner, rights, term, territory, royalty and three named exits) rather than re-implementing it: the widening is the SUBJECT as owner of her likeness and the MEDIA CLASSES (film, game, VR room, print) as separately licensable rights rows, with the emit-for-publication path refusing without a resolved chain. Done-rule: a gate proves a publish path refuses by name without a chain, that a chain missing any conjunct names the missing one, and that the measurement path still runs so the oracle lane is not destroyed by the fence.

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  13. AT11 — Gynoid fat pooling and ptosis

    Prerequisites: AT7 (acceptance unverified)

    Contract: sd_fat_pool

    Acceptance: Fat that pools, sags and spreads on contact for the gynoid distribution -- waist, flank, hip, thigh and breast -- so the brief's contouring markets become a distribution parameter on a body that behaves. Shared with the procgen board. Done-rule: a gate proves volume conserved through pooling, that a higher fat parameter lowers the breast lower-pole point monotonically against the incompressible tissue truth [@breasttissue], and a neg-control proves a zero-fat body is bit-identical to today's emit.

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  14. AT12 — Male evidence rows in the canon

    Prerequisites: AT1 (acceptance unverified)

    Contract: bp_shr_axis

    Acceptance: The male body already emits at sex factor zero; this rung writes its graded rows: shoulder-to-hip ratio REPLICATED as more attractive when larger [@pazhoohi2023], leg-to-body about 0.5 standard deviations above baseline [@versluys2018], arm-to-body no effect [@versluys2018]. Done-rule: a gate proves a shoulder-to-hip axis is read from the acromion and trochanter stations, that the male rows carry classes and keys under AT1's schema, and that no female-row target leaks into the male emit.

    Authored effort: 1.5. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  15. AT13 — Animals and fantasy through the same canon

    Prerequisites: AT1 (acceptance unverified), AT12 (acceptance unverified)

    Contract: bp_species_canon

    Acceptance: A second species and a stylised human through the identical canon, generator and emitter path, shared with the procgen board. The aesthetic canon for a non-human is an OPERATOR DECLARATION of which human markers survive; this rung refuses to invent one. Done-rule: a gate proves the species canon loads through the same loader, that a fantasy character's graded rows are a declared subset of the human rows rather than a new table, and a neg-control proves a species with no declared rows emits with no aesthetic verdict at all.

    Authored effort: 4. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  16. AT14 — Reverse-direction referee for the licensed oracle

    Prerequisites: AT9 (acceptance unverified)

    Contract: rp_bench_report

    Acceptance: A monocular mesh recovery used as an ORACLE ONLY: recover a metric body from one licensed photograph [@multihmr2] in the Anny representation [@anny], compute the same marker vector from the recovered mesh, and publish the disagreement between the two readings beside the benchmark, so a fidelity claim about a named person carries its reference uncertainty. Done-rule: a gate proves the recovered and emitted vectors are compared per marker, that the oracle-to-emit disagreement is a distinct published figure never folded into the score, and that the learned model is invoked only on the measurement path and is ABSENT from every emit path by the same fence as AT10.

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  17. AT17 — The model scale is DERIVED from the population survey, never typed

    Prerequisites: AT1 (acceptance unverified)

    Contract: fa_mmu_x10

    Acceptance: MEASURED 2026-09-02, and it is the unit contradiction this board has carried on every millimetre since 2026-08-28: nx_faceanat declares MMU = 35 (3.5 units per mm) from a comment that took a 150 mm HALF-width for a skull that is about 145 mm WIDE, while the model's own landmarks against ANSUR II female means (interpupillarybreadth 516 u, headbreadth 1040 u, bizygomaticbreadth 980 u, the menton-sellion span) imply about 7 to 8.5 units per mm -- a 2.2x error that makes every published mm a factor of two wrong and every tissue relief drawn through fa_tissue_z about half as proud as the cited depth, which is one MEASURED cause of the painted-flat face the operator rejects. Done when (a) nx_ansur_regress's mean verb publishes the female means for the witness columns with n and the publisher's population bound (verb landed in source 2026-09-02); (b) knowledge/faceanat_scale.conf carries one WITNESS row per landmark pair (model units, ANSUR mean mm, n, refkey ansur2) and the derived units-per-mm with its SPREAD; (c) fa_mmu_x10() returns the derived value beside the witness spread, the E-line and every other mm this organ prints convert through it, and the legacy 35 is renamed and quarantined to the relief path until the relief re-baseline is accepted visually -- doubling every relief silently would change the emitted face under gates that were green on the old one, so that is a separate rung with its own acceptance; (d) nx_faceanat_scale_gate recomputes the derivation from the conf, asserts the shipped literal sits inside the witness band, asserts the spread is published, and its neg-control asserts the legacy 35 sits OUTSIDE the band -- the tooth that could not have passed before this rung

    Authored effort: 1.5. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  18. AT18 — The composite prototype is PROCGEN: landmarks, shape mean, texture mean and PCA modes computed from a population, never hand-sculpted

    Prerequisites: AT3 (acceptance unverified), AT9 (acceptance unverified)

    Contract: fa_composite_prototype

    Acceptance: OPERATOR 2026-09-02: photorealism is procgen, not hand-crafting, outside benchmarks and oracles; use the research to identify what places the named top-list oracle class where it is, as DATA. The published bar [@asjbeauty2023]: a 2,870-face aesthetic database from 15 years of top-100 lists against a 10,000-face baseline, PCA over 158 parameters, clusters uncorrelated with race, a shared aesthetic proportion that differs from the baseline. Done when ONE sovereign organ (a) places the estate's landmark set (the face canon's own named points, 80 to 150 of them) on every input face by rule, (b) computes the Procrustes-aligned shape mean and the thin-plate-spline warp to it, (c) averages texture in the aligned frame through nx_perf-class integer arithmetic, (d) computes the PCA modes over the population and publishes each mode's variance share, and (e) writes the prototype and its modes as plane rows so AT3 measures a face as a distance to the prototype and AT9 measures the licensed oracle class as a cluster against the general baseline -- with a neg-control prototype from a permuted landmark set that must NOT match, mixed-population prototypes as data rows rather than a claim, and every population row carrying its consent or licence class (nx_realperson fails closed on a named person without one)

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  19. AT19 — The facial-proportion canon is a TABLE OF HYPOTHESES the ruler tests, never a rulebook it enforces

    Prerequisites: AT18 (acceptance unverified)

    Contract: fa_canon_table

    Acceptance: OPERATOR 2026-09-02 supplied the hard-math canon (vertical thirds, rule of fifths, facial index, intercanthal index, nasofrontal and nasolabial angles, nasal index, lip and mouth ratios, mandibular angle, sex-specific frame). Landed as DATA in knowledge/facecanon.conf: 30 rows, 2 PINNED to a read primary [@pallett2010] (eye-mouth 360 permil of face length, interocular 460 permil of face width, and the paper's own finding that these are the AVERAGE face's ratios, with little support for the golden ratio), 28 BRIEF rows that cite nothing until their primary is fetched and read. Done when nx_faceanat reads the table instead of typing canon positions, computes every row from its landmark set, publishes per-row distance-to-band for the licensed top-list population [@asjbeauty2023] AND the general baseline, and writes status=refuted on any row the top-list population itself violates -- the Farkas control: a canon most attractive faces fail is a description of a statue, not of the population we are fitting. Neg-control: a permuted landmark set must fail the two PINNED rows.

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  20. AT20 — Operator-tagged ingestion ranges: the beauty bands come from faces and bodies the operator flags at ingestion, fitted by the same procgen machinery

    Prerequisites: AT18 (acceptance unverified), AT19 (acceptance unverified)

    Contract: at_operator_ranges

    Acceptance: OPERATOR 2026-09-02: the operator will flag or tag faces and bodies at media ingestion as part of the genetic research; those tags are DATA (accept-plane rows, full-path prefix, actor operator) and the ranges are FITTED from that tagged population through AT18's landmark, shape-mean and PCA machinery, then published beside the licensed top-list ranges as a second population column. EXPLICITLY LAST-MILE BY OPERATOR ORDER: this rung must not derail the engine, graphics and physics gap; it is placed in M6 at the end of the version ladder so the ranker never puts it on the critical path ahead of them. Done when the ingestion lane writes a tag row per flagged asset with the tagger's identity and consent class, the fit refuses populations under a declared minimum n, and the published band carries its n and its population name.

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  21. AT21 — Longitudinal reference: one declared person across decades fits the ageing trajectory of the canon axes

    Prerequisites: AT22 (acceptance unverified)

    Contract: rp_age_series

    Acceptance: OPERATOR 2026-09-16 (example given: a declared model photographed from her early career to today): a reference series of ONE person across ages lets the ruler fit how each canon marker moves with age (skin, fat distribution, ptosis, facial thirds, body ratios) instead of assuming a static canon; feeds anatomy AN10 (lifespan canon) and AN12 (ageing prediction). Done-rule: the intake accepts a name plus DATED media, landmarks each item (nx_facemark, nx_headcrop), fits per-marker slopes against a published ageing band, refuses an undated item by name, and publishes the slopes as aggregate rows only; beta-usable, production gated on the licence row.

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  22. AT22 — Reference intake as an estate capability: name in, mirrored media with licence state, landmarks and canon vectors out, aggregated into ranges

    Prerequisites: AT20 (acceptance unverified)

    Contract: ri_discover

    Acceptance: OPERATOR 2026-09-16: build the collection into the estate and let it run; grow what is missing from the first byte. Composes nx_research_fetch and nx_model_get for the mirror (licence state REVIEW beside the bytes: beta-usable, production-refused), nx_facemark and nx_headcrop for landmarks, the AT19 canon table for axes, rp_range_canon for aggregation, and the operator tags of AT20 for the bands. The intake measures faces and bodies on DECLARED MORPHOLOGY AXES (malar projection, bizygomatic-to-bigonial ratio, midface height, canthal tilt, facial thirds, waist-to-hip and bust ratios); it carries NO ethnic, racial or religious label and refuses any such tag by name, because those are not measurable axes and the estate does not classify people by them. Done-rule: one declared name yields mirrored media with licence state, per-item landmark vectors (intermediate, never published) and a range contribution; a planted undated or unlicensed item is refused by name; a planted group label is refused by name (neg-control).

    Authored effort: 4. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  23. AT23 — Twin card: every value on a declared axis with side, unit, method and source; face axes are the canon ids; features per freckle; rulers censused

    Prerequisites: AT22 (acceptance unverified)

    Contract: tc_card_check

    Acceptance: The card the operator asked for beyond an Illusion card (a PNG of about a hundred unitless sliders with no provenance). knowledge/twincard.axes declares 14 sections and 114 values: 21 paired axes recorded per side, 13 region charts for one-row-per-freckle feature rows, 11 ruler rows naming the organ and symbol that measure each axis; nx_twincard check prints coverage, the method partition and the completed left-right pairs, and refuses by name (an undeclared axis, a group label, a value outside its band, a class word not declared, a side that contradicts the pairing, a duplicate, a bad feature, a shot naming no ref). Done-rule: nx_twincard_gate GREEN on the NAS and a card for a declared subject passing check. First card 2026-09-16: private-ref:b7a71b7a, 43 valid values, 0 measured, 11 of 21 pairs, 377 permil coverage.

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  24. AT24 — Video intake through the clean-serve lane: KVS player pages, the function/0/ hash permutation undone, the clip mirrored and classified by its ftyp magic

    Prerequisites: AT22 (acceptance unverified)

    Contract: ri_kvs_real_url

    Acceptance: OPERATOR 2026-09-16: thothub pages through clean-serve. The transform is gate-proven against an outside-oracle known answer (nx_refintake_gate 72/72); the live clip fetch is the referee and the fetcher body reserve is the open question. Feeds the gs_avatar_from_video watch.

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  25. AT25 — Tetrahedral volume mesh from the layered anatomy SDF (bone, muscle, fat, skin as nested boundaries)

    Prerequisites: AT23 (acceptance unverified)

    Contract: sdf_tetmesh

    Acceptance: The substrate every tissue solver needs: nested signed-distance layers (nx_skullsdf, nx_myo, nx_fascia, nx_skinwrap already emit surfaces) meshed into tetrahedra with per-layer material ids. OpenVDB [@sota0916_openvdb] and the Infinigen layered procedural volumes [@sota0916_infinigen] are the oracles; a mesh whose layers do not partition the body volume is refused by name.

    Authored effort: 6. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  26. AT26 — Sovereign hyperelastic FEM step: Ogden and Mooney-Rivlin constitutive models on the tet mesh, implant as a rigid or soft body

    Prerequisites: AT25 (acceptance unverified)

    Contract: st_hyperelastic_step

    Acceptance: The soft-tissue reaction to an implant or a reshaped bone, computed from the first byte on the AT25 mesh. Referees outside the build path: FEBio [@sota0916_febio] for the constitutive laws, SOFA [@sota0916_sofa], SlicerTissue CAPS [@sota0916_slicertissue] and SkinFlaps [@sota0916_skinflaps] for the surgical cases; the done-rule is a displacement field within a stated tolerance of the FEBio oracle on a declared fixture.

    Authored effort: 8. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  27. AT27 — GPU tissue kernel: the same step lowered to the WGSL compute lane, thousands of variants in parallel

    Prerequisites: AT26 (acceptance unverified)

    Contract: wg_tissue_step

    Acceptance: NVIDIA Warp [@sota0916_warp] is the September 2026 bar for GPU-native tissue physics; the estate lowers ONE source to the WGSL lane (scale from a sensor to a supercomputer) and the CPU step is the bit-exact referee.

    Authored effort: 6. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  28. AT28 — Surrogate predictor trained on FEM runs: instant post-operative shape prediction with a stated error against the solver

    Prerequisites: AT27 (acceptance unverified)

    Contract: st_surrogate_predict

    Acceptance: The PINN class the field uses for consultation-speed prediction, trained on AT26 runs over AT25 cohorts through the sovereign nofloat engines; it ships only with its error against the solver printed beside every prediction.

    Authored effort: 8. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  29. AT29 — Landmark-driven face morph: alter declared canon landmarks on a fitted head mesh and re-measure every card axis

    Prerequisites: AT23 (acceptance unverified)

    Contract: fm_morph_by_landmarks

    Acceptance: 3D-face-morph [@sota0916_facemorph] is the open research tool; the estate morphs on nx_faceanat channels and nx_facemark re-measures, so a rhinoplasty proposal is a card diff, not a picture.

    Authored effort: 5. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  30. AT30 — Sovereign face and eye boxes from a still: the Viola-Jones engine grown on the incumbents (integral tables, rect features, variance-normalised stumps and trees, feature scaling, grouping) reading the published cascade schema as DATA [@haar_face_default] [@haar_eye]

    Prerequisites: AT22 (acceptance unverified)

    Contract: ff_find

    Acceptance: BETA-ONLY BOOTSTRAP ARM: the cascade files are third-party data under a permissive licence [@haar_face_alt2] [@haar_licence], mirrored beside their licence and never a product path; the engine is sovereign and the same flat layout takes a cascade the estate trains itself. Done-rule: on the oracle-judged beta set the face box contains the oracle canthi and nose and each eye box its iris on at least 12 of 15 stills, gate GREEN with a flat-field neg-control

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  31. AT31 — Outside landmark oracle rows as the liar-killer for the photo route: a face-mesh model run OUTSIDE the estate over the mirrored bytes, its canthi, iris, lip and nose points landed as intake data (private-ref:496d5e6c;slug>.oracle) with the derived axes the ruler prints

    Prerequisites: AT30 (acceptance unverified), AT22 (acceptance unverified)

    Contract: pm_referee

    Acceptance: The oracle never enters a build or run path; only its numbers do. A sovereign referee verb reads the rows and scores every measured canthus as permil of the oracle's outer-canthal span (the field's NME shape). Done-rule: the referee prints per-still NME and a partition (FOUND, PLACED-OFF, UNMEASURED, UNJUDGED) that sums to the row count

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  32. AT32 — Sovereign learned landmarker: canthi, iris centres and lip points regressed by the estate's own trained model (the nofloat training lane) on oracle-labelled beta references plus the estate's own renders, replacing the licensed cascade in every product path [@arxiv_facealign_202609]

    Prerequisites: AT31 (acceptance unverified), AT23 (acceptance unverified)

    Contract: pm_learned_landmarks

    Acceptance: CONTENDER against SB-facelandmark: the September listing's methods are learned heatmap regressors; ours must land within the referee's NME bar on the beta set before NishiOS or the browser carries any landmarker, and the cascade arm AT30 is retired from product paths on that day

    Authored effort: 8. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  33. AT33 — One file door for the reference still and the estate's own render: the photo ruler reads a PNG (nx_anat_sov output, any sovereign render) through the same entry as a JPEG still and announces the codec, so ONE ruler measures the reference and the twin and a twin-fit loop can score a render against the card

    Prerequisites: AT4 (acceptance unverified), AT30 (acceptance unverified)

    Contract: pm_png_rgb

    Acceptance: The twin loop needs the same instrument on both sides of the comparison; a ruler that reads only the photograph can never score the render. Done-rule: the gate proves the fixture encoded through the sovereign PNG writer and read back through the file door reproduces the in-process canthi, tilts, ratios and stomion EXACTLY, announces codec PNG, refuses a non-image file by name and reports an absent file unreadable; the first estate render measured through the door is journaled with its honest verdict

    Authored effort: 1. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  34. AT34 — The twin loop's first rung, the reachable axis envelope: a face built from explicit morph percents over the inside-out canon face, rendered by the sovereign SDF renderer and measured IN-PROCESS by the same photo ruler that reads the reference, swept gene by gene to its declared floor, middle and ceiling; per card axis the envelope and a target's REACHABLE or UNREACHABLE verdict, which names the morph the generator lacks

    Prerequisites: AT33 (acceptance unverified), AT30 (acceptance unverified)

    Contract: tw_reach

    Acceptance: The fit loop stands on this question and on nothing else: which of the reference's scale-free axes can a render reach at all under the morph basis the generator exposes today. Done-rule: the gate holds the target reader to a planted file with a bogus row, the reach predicate to both sides of its band, the level arithmetic to the declared ranges, the seed-42 render to in-process measurement, byte-identical re-render and PNG-door parity; the envelope over the seven persongen genes is journaled with its partition and its verdict, PARTIAL when the ruler cannot measure a render

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  35. AT35 — The estate's own face render read by the photo ruler and judged by the outside oracle: nx_twinface renders a persongen identity to a PNG through the file door, the ruler measures it as it measures a photograph, and the outside landmark oracle on the same render is the render-side liar-killer, so every ruler change is judged on the photo referee AND the render referee

    Prerequisites: AT33 (acceptance unverified)

    Contract: tw_render_png

    Acceptance: The render is the first subject whose true geometry is known by construction (a symmetric canon face), so it exposes placement bias no photograph can: the first render read the medial canthi 12 px high on a 110 px span. Done-rule: the ruler measures the render (face, both eyes, mouth), the oracle row for the render is intake data, and the referee's NME on the render is journaled beside the photo referee's; the accept bar for the ruler on renders is the same FOUND bar the photo referee uses

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  36. AT36 — Media submission to the vault and through the beauty rulers with a report the operator can check: any still (JPEG, PNG), GIF, APNG and video (MP4 with H.264, VP8 keyframes) submitted through the estate's own doors lands in the vault with a content id, every frame the estate decodes is judged by the same rulers (the photo ruler's canthal and lip axes, skin sampling, bilateral symmetry), and the annotated frame publishes beside the numbers and the outside oracle's row as an asset page on nishifamily.com

    Prerequisites: AT33 (acceptance unverified), AT31 (acceptance unverified), AT24 (acceptance unverified)

    Contract: mj_judge_file

    Acceptance: OPERATOR 2026-09-17: submit media to be stored in the vault and reaccessible, run through the beauty evaluator, with output to confirm and triangulate, and not just photos but gif and video. Incumbents, all sovereign: nx_content_put (the laptop door) and nx_vault_capture (a URL) bring bytes in, nx_mvault classify gives the content id, nx_gif_decode, nx_apng_decode, nx_mp4_demux with nx_h264_decode_frame and nx_vp8_kf yield frames, nx_photomark, nx_skinsample and nx_image_beauty judge, nx_asset_page publishes a judged manifest as the three-tier page. Stills are the first honest unit for GIF and video because the meta-analysis puts static against dynamic ratings at r = 0.70 [@pmc_static_vs_dynamic], and the live-streaming benchmark [@livebeauty_2501] is why the dynamic residual is journaled per frame rather than hidden. Done-rule: a submitted JPEG, PNG, GIF and MP4 each yield a judge manifest with one row per sampled frame, an overlay PNG per judged frame drawn by the estate's own PNG writer, a page verified by nx_page_verify, and the oracle row beside ours whenever one exists

    Authored effort: 5. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  37. AT37 — Outside beauty oracles and a licensed calibration set for the beauty axes: the published regressors run OUTSIDE on the laptop over the same stills as liar-killers (AttractiveNet [@attractivenet_repo], the deep-network and landmark studies [@pmc_expression_dcnn] [@pmc_fbp_landmarks] [@frontiers2025_deepgeofusion], the 2008 per-user regression [@whitehill2008], the press-reported Tehran model [@techxplore2023], the clinical critique of AI beauty scoring [@jcad_ai_beauty]), SCUT-FBP5500's human mean ratings calibrate through beta under its non-commercial terms [@scut_fbp5500_repo], and the current listing sets the bar [@arxiv_fap_202609]

    Prerequisites: AT36 (acceptance unverified)

    Contract: mj_oracle_row

    Acceptance: The field's number is a Pearson correlation against human mean ratings on a non-commercial dataset; the estate's bar is that correlation from a sovereign ruler over a LICENSED set with the outside models as oracles, never as dependencies. Done-rule: every judged still carries our axes beside an outside regressor's score; over a beta calibration set the sovereign axes' correlation with human mean ratings is journaled with its N; a licensed set (the Face Research Lab London Set, published under CC BY 4.0, whose figshare page answered the fetcher with a WAF challenge on 2026-09-17) is fetched through a browser vantage before any production claim

    Authored effort: 4. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  38. AT38 — Body-side oracle for the anatomy fit: SHAPY's body shape and anthropometric measurements regressed from photographs [@shapy_repo] [@muelea_profile] with Human Bodies in the Wild as the ground-truth validation set [@shapy_hbw] over the SMPL-X body [@smplx_site], run OUTSIDE over the reference stills as the liar-killer for the body axes the twin card carries

    Prerequisites: AT36 (acceptance unverified)

    Contract: mj_body_oracle_row

    Acceptance: The face side has its landmark oracle and its render referee; the body side has neither. Done-rule: an oracle row per reference still with height-normalised chest, waist and hip measures and shoulder width, the twin's body fit judged against them the way the face fit is judged against the landmark oracle, and the sovereign body ruler's NME published beside it

    Authored effort: 4. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  39. AT39 — The eye as its own piece: a lid shell whose opening's corners ARE the canthi, six eye genes drawn per seed, and the render's own landmark truth judging the photo ruler per canthus with a signed error

    Prerequisites: AT35 (acceptance unverified), AT16 (acceptance unverified)

    Contract: tw_truth_landmarks

    Acceptance: OPERATOR 2026-09-17: the optimal in all our work is three different systems agreeing within a statistically acceptable range, refined without overfitting; if proc gen fails at a larger size, generate pieces at smaller sizes and integrate; some left-right symmetry within reason; hand crafting only where it lands as math the generator reuses. MEASURED CAUSE: two ellipsoid lids have no margin, so the canon face had no recessed aperture. The generator's own fissure scan read NO-APERTURE on 19 of 21 genomes and a tilt of minus 77 degrees on another, nx_fissure_gate read 1 of 8 and had never been promoted or run on any beat, and the photo ruler paired the eyes on 6 of 21 renders. Done-rule: (a) a renderer primitive, op SDF_OP_LIDSHELL, a spherical shell over the globe with an almond opening (the intersection of two discs through both canthi, tilt = the part's roll), that leaves every arena without the op byte-identical; (b) the face seats one shell per eye from canon rows (palpebral fissure height 11 mm, intercanthal index 400) and the width and length morphs MOVE an eye unit without stretching it; (c) six eye genes (tilt, opening height, width, upper share, left-right tilt and opening differences) with ranges declared once, drawn per seed AFTER every earlier draw so existing identities keep their morphs and tone; (d) landmark truth = the shell's stated corners projected through the renderer's own camera, CONFIRMED by a surface scan in a window around each stated corner with the gap published; (e) a judge that scores the photo ruler per canthus with signed dx, dy and NME against that truth over the gene sweep and persongen seeds, partition summing; (f) gates GREEN on both hosts with a no-lid-shell neg-control that refuses by name. OPEN beyond this rung: the outside oracle on renders as the third system with seeds 9 to 16 held out (queued as the next rung), the lips as the next piece (the generator has no complete lip truth even on the canon face), brows as hair rather than a dark slab

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  40. AT40 — The first fit: solve the face morphs and the eye genes against a reference card's axes from the generator's STATED landmarks, no render in the loop, a gene that ends on a range limit named, the answer confirmed on the surface

    Prerequisites: AT39 (acceptance unverified), AT34 (acceptance unverified)

    Contract: tw_fit

    Acceptance: The twin loop closes for the first time on the axes the generator can state: once the face states its own canthi, a card's eye axes are a function of thirteen genes (seven face morphs, six eye genes) that costs four lookups to evaluate. Done-rule: a pattern search over the declared ranges (single and paired gene moves, halving steps, a move kept only when the cost strictly falls); a cost that puts every axis inside its error band first and nearer its centre second; tilts and roll taken from milli-pixel projections so the objective does not move in plateaus; the stated corner's depth taken by arithmetic on the lid shell's outer sphere; a gene the card cannot use stays at the canon; a gene that ends on its range limit is NAMED, which is the range the generator would have to widen; an axis the generator cannot state is reported UNSTATED and the verdict is PARTIAL, never quietly dropped; the answer is confirmed once by the surface scan; the gate recovers a planted genome's axes, holds an unreachable tilt to UNREACHED with the tilt gene on its ceiling, and holds the cost to planted arithmetic. OPEN: the lip axis (needs the lip unit), sub-unit opening precision (one half-width unit moves the fissure ratio about 21 permil, the named limit on fitting closer than that), and more card axes as the generator learns to state them

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  41. AT41 — Results home: one page per board, every image click to open, nothing sensitive drawn on load

    Prerequisites: AT39 (acceptance unverified)

    Contract: cres_render

    Acceptance: The board's results file renders to /compare/aesthetictwin/results with zero media outside a click-to-open block; the gate holds a planted bare image, a planted explicit row and a policy file that tries to loosen the floor; the page is regenerated by a seeded plan and a daily clock row

    Authored effort: 2. Executor kind: runtime/nx_compare_results_lib.nx. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  42. AT43 — The lip unit: two swept vermilions meeting at the stomion, with construction truth

    Prerequisites: AT4 (acceptance unverified), AT39 (acceptance unverified)

    Contract: fa_lip_stated

    Acceptance: The generator states labrale superius, stomion, labrale inferius and the cheilia in closed form through the renderer's own outline function; on the canon face the surface ruler reads the vermilion ratio from the rendered midline with nothing refused and agrees with the statement within one refine step on each height; the stated ratio is the canon row upper_over_lower_lip within one unit of rounding; a fullness morph holds the stated ratio; lips past the sampled band are refused by name; each of those teeth is bite-proven by a planted mutant

    Authored effort: 2. Executor kind: runtime/nx_faceanat.nx. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  43. AT44 — The photo ruler reads each canthus from the eye fissure and the mouth from its seam, refusing every window-side reading by name

    Prerequisites: AT43 (acceptance unverified), AT31 (acceptance unverified), AT39 (acceptance unverified)

    Contract: pm_eye_fissure

    Acceptance: Ruler version 3 of nx_photomark_lib (shipped 2026-09-18, live nx_photomark 927dd890 285,280 B, gate 5d4152ec 79/79): each lateral and medial canthus is the extreme of the eye fissure grown from the pupil instead of the edge of its search band, and a canthus that lands on its window side is refused as PINNED naming the side; the mouth gives five landmarks from the lip seam (pm_mouth, pm_mouth_anchored on the oracle canthi, pm_lip_score) with seamless and short-seam refusals by name. DONE-RULE: nx_photomark_gate GREEN with planted asymmetric canthal tilts and a split mouth read within tolerance and every refusal firing on its decoy, and the referee over private-ref:b7a71b7a publishing FOUND, PLACED-OFF, UNMEASURED and PINNED as a partition that sums. Measured after this rung: FOUND 2 of 16 (mean NME 59 vs 54 before), the two remaining PLACED-OFF stills halved their errors, three stills now refuse as PINNED; the lateral-canthus bias on photographs (L_lat NME 101) is NAMED, not solved

    Authored effort: 3. Executor kind: runtime/nx_photomark_lib.nx. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  44. AT45 — Image-level likeness referee: same-person band derived from the reference set, every axis published, the rejected renders read outside

    Prerequisites: AT4 (acceptance unverified), AT31 (acceptance unverified), AT33 (acceptance unverified)

    Contract: lk_score

    Acceptance: Two stills are aligned into one canvas by the similarity that maps each face's two eye centres onto the canvas's (the oracle canthi for the references, the photo ruler's canthi for a render, its refused-pair candidates when that is all it holds, every source named on the receipt) and ten axes are measured between them and published one per line: landmark NME, canthal-tilt delta, the edge-orientation descriptor as L1 and as cosine, skin L a b, the shading layout, the texture layout, the texture energy. The band per axis is the WORST distance among the reference set's own same-person pairs (six pairs of four clothed frontal stills, printed with the pair that set it), the canvas is twice the smallest reference eye span and the grid cell is the set's own landmark spread; a subject passes an axis iff its nearest reference lies within the band, the verdict is the count of axes inside, outside and unmeasured, INSIDE only when no measured axis is outside, no weighted sum and no typed coefficient. Done-rule: nx_likeness_gate GREEN on the real set: band from at least three pairs, a reference against itself zero on every axis, a rolled and scaled copy INSIDE with its geometry within two canvas pixels, the two rejected renders OUTSIDE and measured rather than unaligned, the door agreeing with the in-process path. OPEN BAR carried to the structure contender: the structure family separates 1 of 4 renders today (the same person's photographs spread more on every classical structure ruler than a render differs from a photograph at an 84 px canvas), so the rejections rest on skin chroma and texture layout; the rung is not accepted until a structure ruler reads 4 of 4

    Authored effort: 2. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  45. AT46 — The skull-bound tissue-depth skin: the skin as an offset surface of the generated skull by the forensic tissue-depth field, controllable fat compartments, and named patches where no bone backs the feature

    Prerequisites: AT17 (acceptance unverified), AT39 (acceptance unverified), AT43 (acceptance unverified)

    Contract: sks_surface

    Acceptance: the skin is the generated skull offset along its own gradient normals by a depth field interpolated (Gaussian RBF, kernel width the median nearest-landmark spacing) from knowledge/tissue_depth.conf at landmarks LOCATED on the skull mesh, plus additive fat compartments whose magnitudes are a printed parameter vector; proven by nx_skullskin_gate: kernel arithmetic against closed forms, no vertex penetrates the skull (depth positive everywhere, min median max printed), neg-control-zero-depth-field (the skin equals the skull) and neg-control-doubled-cheek-fat (only the compartment support moves, partition summed), the photo ruler finds a face with both canthi of both eyes on the skin render and its intercanthal index sits inside the canon band widened by the ruler's own measured precision, and the skin's midline thirds equal within the table's spread (this last conjunct is SUBSTRATE: it reads the skull generator's proportions and is RED today); the NME against the outside oracle is unmeasurable in-lane until a render carries an oracle row

    Authored effort: 2. Executor kind: runtime/nx_tissuefield_lib.nx. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  46. AT47 — Auto photo-match: media placed in the vault inbox or tagged in the vault is judged, matched and scored with no seat

    Prerequisites: AT36 (acceptance unverified), AT40 (acceptance unverified), AT33 (acceptance unverified)

    Contract: pmx_beat

    Acceptance: Operator 2026-09-30: "i also want to get an auto ingestion system setup so that i can just place or flag media in the vault/gallery for auto nishi attempts at getting the photo matched via the ssytem". THE LIKENESS POLICY IS THE OPERATOR'S (2026-09-30): the estate reproduces the pictured subject, identity included, and flags every result ESTATE-ONLY; the only use a result has without a grant is a proposal shown privately to the depicted person, and every deployment (VR, cosmetology, fine nude art, a gallery, merchandise, an advertisement, an avatar) is a use scope that person grants under a two-party royalty contract. Done-rule: a still placed in the vault inbox or tagged photomatch:queued is admitted exactly once by content id (a second beat never duplicates it), classified by nx_mvault, judged by nx_mediajudge (AT36), measured and attempted within a declared wall budget and re-measured by the same rulers as the photo (nx_photomark through the AT33 file door, nx_refstill GR62, CIEDE2000 by cs_de2000), its private report carries every score or names it UNMEASURED, the result is flagged ESTATE-ONLY with a proposal-candidate row, and every outward door composes nx_rights_ledger default-deny per exact talent and use scope; proven by nx_photomatch_gate on a fixture vault (the door refused with no grant, opened by a planted grant for exactly that talent and use, refused for another scope or talent) and by a live beat on the mirrored reference with its report produced

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  47. AT56 — Attractive body-proportion range: published bands as data, sampled by the generator and measured on the emitted body

    Prerequisites: AT1 (acceptance unverified), AT2 (acceptance unverified)

    Contract: bp_propband_sample

    Acceptance: Operator 2026-10-01: get the right attractive proportions in a range like the glamour publications carry. knowledge/attractive_bands.conf carries one row per ratio with lo, hi, unit, refkey and the derivation from the source's own numbers (whr 650..710 permil from 0.68 +/- 0.03 [@katzmarzyk2001]; bmi 17.3..20.0 from 18.1 - 0.8 up to the stated optimum 20 [@voracek2002]; lbr -0.5..+0.5 sd from the canon row [@kiire2016] [@frederick2010]); nx_propband_lib loads it, refuses the WHOLE table on any malformed or ungrounded row, checks a ratio in nx_proportion_guard's vocabulary and samples inside the band by construction. Done-rule: nx_body_proc draws each body's WHR, BMI and LBR through pb_sample from a per-body hash; a gate emits N bodies from N seeds, measures waist and hip GIRTHS and leg and stature from the EMITTED mesh (girths, not silhouette widths), and every measured ratio lands inside its band with the per-ratio spread across the N bodies covering at least half the band; known-answer teeth per ratio on a fixture body; a neg-control body outside the band is reported outside by name. The lib half is landed and gated (nx_propband_gate); the emitter wiring and the mesh-girth measurement are this rung's open work

    Authored effort: 3. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  48. AT57 — Duplicate receipt: a reference still reproduced by the estate twin and scored per region and per landmark against declared bars

    Prerequisites: AT47 (acceptance unverified), AT45 (acceptance unverified), AT44 (acceptance unverified), AT31 (acceptance unverified)

    Contract: at_dup_receipt

    Acceptance: OPERATOR 2026-10-03 (ecosystem EC87, the duplicate half): prove we can duplicate an item to have evidence we have sota capabilities if not frontier, starting with digital twinning humans. The estate already holds every piece and no receipt joins them: the photo-match loop (AT47) renders a twin against a vault reference, the image-level likeness referee (AT45) publishes the same-person band, the photo ruler reads canthi and the mouth seam (AT44) with the outside landmark oracle as liar-killer (AT31), graphics GR62 measures per-region CIEDE2000 against a reference class through skintwin ST1 cs_de2000, and the private reference store (private-ref:81f02c0a, licence areas as rows, nx_refarea refusing any public use) holds the originals. Done-rule: for a reference still in the private store, the twin loop emits the estate reproduction and one receipt prints, per declared region (skin, hair, lips, iris and sclera, background), mean and 95th-percentile CIEDE2000; landmark error normalised by inter-ocular distance (the face-alignment field's NME) from the sovereign ruler AND the outside oracle side by side; the AT45 likeness distance and band; the AT56 proportion ratios where a body is in frame; each against a bar ROW whose value comes from a measured human calibration (JND for colour, pair-judge or two-alternative forced choice for the whole frame, cms CM30-class), never a typed threshold. Three method classes (ecosystem EC82): the receipt reproduced from its inputs, the referee arithmetic checked against its pinned sources' own known answers (Sharma 2005 CIEDE2000 test data for colour), and a planted render perturbed by a known amount read back at that amount. Estate-only: the receipt carries the store id and numbers, never an image; no real person reaches a production surface without the EC85 door

    Authored effort: 4. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

  49. AT58 — Variation receipt: one named twin parameter moved by a requested amount, the target axis measured to move by that amount and every other measured axis held

    Prerequisites: AT57 (acceptance unverified), AT56 (acceptance unverified)

    Contract: at_var_receipt

    Acceptance: OPERATOR 2026-10-03 (ecosystem EC87, the variation half): the ability to create variations of the original to show we have control of the math capabilities, not just observation and build capabilities. A duplicate proves the estate can match; only a controlled variation proves it holds the parameters that made the match. Done-rule: starting from an AT57 duplicate, a request names ONE parameter and a delta (first axis: waist-to-hip ratio inside the AT56 band, because it is the one with a measured emitter path today, nx_body_proc propband with the nx_girth_lib girth ruler, gate 24/24; then skin melanin through the skintwin chain and graphics GR59, a joint angle of the pose, and garment tension through softbody contact); the receipt prints requested, predicted and measured for the target axis with the absolute difference of measured and requested inside a declared tolerance row, and a held-axes table (per-region CIEDE2000 outside the region the parameter owns, landmark NME, the other proportion ratios, the AT45 likeness band) each inside its own tolerance. The gate plants a crosstalk mutant (a WHR change that also shifts skin colour or the other ratios), a wrong-magnitude mutant and a request outside the declared band, and proves all three refused by name while a clean variation passes; the same three method classes as AT57. Estate-only, numbers and store ids only

    Authored effort: 4. Executor kind: Organ. Responsible, accountable and verifier not established. Inspect retained worklog.

    Runtime observation: UNKNOWN; outcome UNKNOWN; observed epoch -1. Declared owner: . Receipt , SHA-256 . Identity-bound observation is not accepted completion. Qualification and deployment remain unverified by this projection.

Learning and practice paths

No structured learning path is declared for this plan. Existing research, roadmap and worklog remain available above.

Rung dossiers — every record that bears on a rung, in one place

Joined by symbol, never typed. Each dossier is assembled on every publish from the rows this board already carries: the plan's rung row, the matrix row that carries its contract symbol (its status re-measured by the one symbol ruler), the gate the organ declares and the verdict the evidence referee recorded on its last run, the reference marks in the rung text, the design rows that name the rung and the work log filed against it. The capability matrix links each cell to its dossier and each dossier links back to its cell and forward to the rungs it stands on; a dependency naming no rung on this plan is written as UNRESOLVED rather than linked. Absences are named: NO-MATRIX-ROW, NO-GATE-DECLARED, UNRECORDED.
Gate verdicts: UNSTAMPED — no per-gate verdict artifact is published for this domain yet (nx_swcompare_evidence aesthetictwin writes it beside its stamp); every gate below reads UNRECORDED until it runs.
Gate declarations: knowledge/organ_gate.conf read from this working directory (1 rows) and from the estate root (196 rows); rows in both counted once: 0; declarations read: 197. Every declaration in either copy counts, so a stub beside the publisher can never hide the root.
AT1 Evidence-graded aesthetic target rows · cell PRESENT · gate UNRECORDED
Contractbp_evidence_grade · executor Organ · 2 u · stands on nothing
Definition of doneEvery aesthetic target the canon carries becomes a row of knowledge/aesthetic_canon.conf with region, marker, band, evidence class from REPLICATED or CONTESTED or REFUTED, and the key of a source pinned in aesthetictwin.refs, consumed by nx_body_proc beside body_dimorphism.conf rather than by a second loader. Done-rule: a gate proves every row resolves its key against the refs register or is REFUSED by name, that a REFUTED row may be an axis to measure but is refused as a steering target, that the counts of the three classes SUM to the row population so the grade is a partition and not a headline, and a neg-control proves a row citing an unknown key does not load. The first rows written are the ones the matrix header already graded: adiposity REPLICATED [tovee1999], averageness and female-face femininity REPLICATED [lee2025], WHR 0.70 CONTESTED [voracek2002] [katzmarzyk2001] [hubner2024], symmetry CONTESTED [pentonvoak2001] [vandongen2012], phi REFUTED [naini2024], neoclassical canons REFUTED as prescriptions [farkas1985].
Matrix cellevidence-grade-on-every-target-row · runtime/_hdl_build/nx_body_proc.nx · PRESENT decl
Gatenx_aesthetic_canon_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-08-28 land journaled 2026-09-18 from the record by the close-first data lane: the evidence-graded canon SHIPPED 2026-08-28 01:35 UTC -- knowledge/aesthetic_canon.conf (26 graded rows: 7 REPLICATED, 17 CONTESTED, 2 REFUTED, 5 of them targets) read by nx_body_proc's evidence verb, which refuses by name an unresolvable refkey and a REFUTED row offered as a target; nx_body_proc promoted 4ba9393b (66,803 B, installed at this epoch and still the live binary) and nx_aesthetic_canon_gate promoted 1595b7e3 (35,478 B), re-run 2026-09-18 on the promoted binaries GREEN 9/9 (the live canon grades exit 0 with its partition, an unknown refkey and a refuted target are refused by name, a fixture canon can pass); tested waits for nx_aesthetic_canon_gate to be admitted to the production roster (it is on no roster today)
2026-09-18 queue nx_aesthetic_canon_gate (AT1, AT7) trial GREEN 9/9 in 90 ms, admitted to the main roster
2026-09-18 lesson WHAT THE CURRENT MONTH SAYS versus WHAT THE OPERATOR WAS SHOWN (Google AI Mode, 2026-09-18: a six-layer inside-out procedural twin, Infinigen-style, skull to soft tissue to muscle and fat to skin to hair to eyes, with no measurement loop). SUPPORTED by the literature: (1) building the face from the skull outward through a tissue-depth field is the forensic method and it is measured, not sculpted: the 967-subject ultrasound database at 52 landmarks with per-landmark regressions on age and BMI [degreef2006], the pooled T-Table with 6786 individuals at pogonion and the finding that measurement technique, not population, drives most of the spread [stephan2008], the nose predicted from the piriform aperture by regression with the Gerasimov two-tangent method best for the tip [rynn2010], and the anatomy-guided pipeline the operator was shown, Skull-to-Face, which learns the joint tissue-thickness distribution on skull landmarks from scanned pairs and lets a user edit thickness locally [arxiv_opshown_202609]; BFSM makes the skull-face relation a bidirectional morphable model with tissue-thickness variation [arxiv_skullface_202609] [arxiv_craniofacial_202609]. (2) fat is not a smooth layer: the subcutaneous fat is discrete compartments (nasolabial, three malar, three forehead, three orbital, jowl) and ageing is how they change [rohrich2007]; the AI Mode answer omitted compartments entirely. (3) skin is a chromophore-driven multilayer medium and the June 2026 bar predicts full-spectral scattering from one RGB albedo [arxiv_skin_202609], so a shrink-wrapped surface with a smoothing pass and an albedo texture is not the bar. (4) the anthropometric canon exists as a measured table [farkas_anthropometry]. NOT SUPPORTED: (a) no published system grows skull, compartments, muscle, skin, hair and eyes as one controllable procedural parameter set; the September head-avatar frontier is capture-and-fit, Gaussians bound to a template mesh from video [arxiv_headavatar_202609], and the closest anatomical generative head is GNM Head, built from scans not rules [arxiv_faceanat_202609] [gnmhead2026]; (b) the answer carried no likeness metric and no feedback loop, while every method above reports a number (reconstruction accuracy, retrieval recall, FID, NME) and this board's rulers exist for exactly that; (c) Infinigen and Blender are third parties in the build path, forbidden here: Infinigen 2.0.0a2 shipped 2026-08-27 [infinigen_rel_202609] [infinigen23] and Infinigen-Articulated is robotics asset generation, not faces [arxiv_opshown_202609], so both are bars and oracles only, like HumGen3D, the artist-tool bar for every-layer control [humgen3d_home] [humgen3d_repo], and MetaHuman, the likeness bar [wiki_ue5_202609]; (d) two of the five citations shown were not about face synthesis at all: cranial implant completion [srep2022_cranial_implant] and a skull-base surgery navigation twin [pmc11110948_twin_s]. The two skull videos shared are pedagogy for the skull-to-landmark layer, pinned as courses with their transcripts unread [yt_artofstruggle_skull] [yt_ninjanerd_skull]; the three sculpting tutorials (ZBrush skull, Blender skull, Blender female face) demonstrate hand sculpting in third-party tools and are not pinned. VERDICT: the operator's inside-out thesis is the forensic literature's own method; what the estate must add is the measured depth field, the fat compartments, the chromophore skin and the likeness loop. HYPOTHESIS for AT46 to test, not a finding: the ventriloquist-dummy read is consistent with a surface shrink-wrapped over blob units with no measured depth field
2026-09-18 land LADDER DECLARED 2026-09-18: two sotatarget rows (T-BIC-LIKENESS on SB-MH-2606, T-FR-ANATHEAD on SB-FACEANAT-2609), six sotabar rows (SB-MH-2606, SB-HEADAVATAR-2609, SB-SKULLFACE-2608, SB-FACEANAT-2609, SB-SKIN-2606, SB-CTRL-LAYERS-2609), six barscan rows dated today, rungrole rows for every rung present at write time (AT1 to AT41 less the absent AT42, plus AT43; later rungs get their role when they appear), 20 new ref rows, and five ref rows relocated from this plan into aesthetictwin.refs where the refs gate reads declarations ([haar_face_default] [haar_face_alt2] [haar_eye] [haar_licence] [arxiv_facealign_202609], every pin re-hashed identical); listings fetched through nx_research_fetch, PubMed records through eutils efetch, mirrors pinned by nx_filehash; caption transcripts NOT obtained (the timedtext endpoint answers an empty 200 body without a proof-of-origin token)
2026-09-18 measure OPERATOR-SHARED MEDIA AND TOOLS CLASSIFIED 2026-09-18: (1) 50QKymK1cgE The Secret to Realistic Faces: Skull Anatomy Explained, The Art Of Struggle, published 2026-09-09, 46 views, description: master facial landmarks to build more accurate character sculpts, learn the essential skull anatomy for better proportions; SUBSTANTIVE to the skull-to-landmark layer, pinned [yt_artofstruggle_skull]. (2) qKz3LmaxKuE Skull Anatomy With Labels: Updated Version, Ninja Nerd (Professor Zach Murphy), published 2021-02-03, 1480958 views, an anatomy lecture on a labelled skull model; SUBSTANTIVE as the skull layer's vocabulary, pinned [yt_ninjanerd_skull]. (3) MeHSoIaA060 Sculpting the Human Skull in ZBrush, RBGore!, published 2021-06-22, 25581 views, 3356 s, chapters Introduction, Reference, Importing Reference into ZBrush, Sculpting; a hand-sculpting craft tutorial in a third-party tool, NOT pinned. (4) 3nlIvYys0Cw Sculpting Skull in Blender - Tutorial, Ishaq Sculpt, published 2024-06-23, 24051 views; hand sculpting in Blender, NOT pinned. (5) _ESEU5iUNxM Blender sculpting tutorial - Sculpting a female face in Blender 4.5, Ishaq Sculpt, published 2025-08-29, 22354 views; hand sculpting in Blender, NOT pinned. All five watch pages carry an auto-generated English caption track whose timedtext endpoint answered an empty 200 body without a proof-of-origin token, so titles, channels, descriptions, keywords and chapters are the only bytes read and no transcript claim is made. (6) HumGen3D: a Blender add-on, GPL-3.0 code with purchased royalty-free assets [humgen3d_repo]; the layers it parametrises, read from the vendor pages: body and face presets with realtime sliders, a particle hairstyle library, an outfit and shoe library, a pose library and full rig, an expression library plus a 30-plus-control face rig and ARKit capture [humgen3d_home]; skin as shipped texture sets to 8K with Tone, Redness and Saturation sliders, normal strength and roughness, a subsurface-scattering switch, freckles and splotches, iris and sclera colour, beard shadow and makeup [humgen3d_skin_guide]; age as one slider from about 20 to about 80 driving individual adjustments plus hair greying [humgen3d_age_guide]. It is asset, texture and slider based, neither scan-provenanced nor procedural from rules, and its skin controls are colour sliders rather than chromophore fractions; landed as SB-CTRL-LAYERS-2609, a bar and an oracle, never a dependency
2026-09-19 measure YT CAPTION WIRE MEASURED 2026-09-18 from the NAS through nx_research_fetch: (a) the WEB captionTracks baseUrl for qKz3LmaxKuE scraped from the mirrored watch page (api/timedtext?v=qKz3LmaxKuE&caps=asr&expire=1789790028&signature=...&key=yt8&kind=asr&lang=en) returned status=200 body_bytes=0, the empty 200 the research lane hit; (b) the same baseUrl with &fmt=json3 appended returned status=200 body_bytes=0; both are signed but IP-locked at ip=0.0.0.0 and need a proof-of-origin token the WEB client does not carry. Route (c), the baseUrl inside the ANDROID_VR InnerTube player response nx_yt_innertube already fetches, is decisive and is measured by the new reader before any transcript claim is made.
2026-09-19 land YT TRANSCRIPT CAPABILITY SHIPPED 2026-09-18: nx_yt_transcript (+ nx_yt_captions_lib, + nx_yt_transcript_gate 15 of 15 GREEN, all promoted+registered+offc-installed on the NAS) fetches a YouTube transcript sovereignly and provenance-stamps it into knowledge/fetched. Routes measured from the NAS: the WEB timedtext baseUrl answered status 200 with an EMPTY body (needs a proof-of-origin token) and the ANDROID_VR InnerTube client answered playabilityStatus LOGIN_REQUIRED (Sign in to confirm you are not a bot), but the visionOS InnerTube client (X-Youtube-Client-Name 101, clientVersion 1.02, captured verbatim from yt-dlp traffic) returns a captionTracks baseUrl that serves srv1 and json3 with NO pot token. Refereed against yt-dlp json3 at 1000 permil text agreement over 2057 of 2057 segments. Both pinned lectures are now transcribed: the Ninja Nerd labelled-skull lecture [yt_ninjanerd_skull_tx] says annotating these sutures that kind of separate the bones of the skull and so at the base of the skull near the bottom part of the occiput, giving the skull layer its suture-and-foramen vocabulary; the Art Of Struggle lecture [yt_artofstruggle_skull_tx] says these are key bony landmarks that you want to keep in mind and using four horizontal divisions will reveal three additional landmarks and four key regions that will help us navigate, which is the skull-to-landmark mapping the twin needs.
2026-10-01 measure OCTOBER ATTESTATION 2026-10-01: nx_barfresh aesthetictwin verdict FRESH, 26 of 26 bars ATTESTED, every listing read by this seat. The new surgery bar SB-SURGOUTCOME-2609 on the Europe PMC listing (newest on-subject 2026-09-18). Vendor and repository bars by re-reading their own pages: byte-identical to the September pins for VECTRA XT, DAMAE, IDOL and OpenVDB; unchanged in substance for Artec Micro II, VISIA (newest news 2026-05-22), 3dMD (newest post 2026-07-20), Crisalix, the PMC scanner paper, Courage and Khazaka, FEBio and Human Generator; GitHub API last pushes GauHuman 2024-07-04, Ani3DHuman 2026-06-03, 3D-face-morph 2024-04-29 and Warp 2026-09-30; UE5 stable still 5.8 of 2026-06-17. The arXiv bars through arxiv.org search and OpenAlex because export.arxiv.org answered 429 all morning: head avatars, landmarks and attractiveness 2026-09, face capture 2026-08 (FaceSnap), craniofacial 2026-08, skin 2026-06 (Spectral SSS). Two bars re-dated from 2026-09 to 2026-07, MB8 onto its own face-scanning listing and SB-FACEANAT-2609, because September was GNM Head's v3 revision date and the listing's September rows are homonyms on the word face. RANK by nx_compare_rank (artefact sha256 afb164ca, target 1.0 milestone M2): critical path #1 AT3 averageness against a population mean face (fa_averageness_axis, priority 3000), #2 AT6 cervicomental angle (bp_cervicomental, 533), #3 AT5 neoteny axis (fa_neoteny_axis, 133); staged later AT10 person licence chain (4000), AT9 licensed marker oracle (3066), AT18 procgen composite prototype (2000); the surgery chain sits outside 1.0 with AT25 and AT26 counted done by symbol, AT27 GPU tissue kernel 1000, AT29 landmark morph 120 and AT28 surrogate predictor 12; FINISH AT2 is gate-only; PM filed 3 of the top 3
2026-10-01 queue HOMONYM HAZARD ON TWO RE-DATED BARS: SB-FACEANAT-2609 and MB8 now carry 2026-07 because their listings' September rows are homonyms on the word face (some inside cs.CV, so a category cls row cannot exclude them) and GNM Head's September date is its v3 revision. The next nx_frontier_scan attest of arxiv_faceanat_202609 or arxiv_facescan_search_202610 can write newest 2026-09 from a homonym and turn both bars STALE, which makes nx_compare_rank refuse this board. Before that run: narrow both ref queries to a head-model, skull or musculoskeletal term, and check which Atom date the arXiv row reads (researchreach RR22 queue row 1790827831). Also queued there: the attest verdict that acquits on full abstention (RR2 row 1790827800) and PubMed attestation for SB-SURGOUTCOME-2609 (RR24 row 1790827830).
AT2 Outline curviness metric · cell PRESENT · gate UNRECORDED
Contractam_outline_curvature · executor Organ · 1.5 u · stands on AT1
Definition of doneA curvature-based measure over the silhouette nx_anatomy_measure already extracts, reported beside WHR and never instead of it. Done-rule: a gate proves the metric ORDERS two silhouettes of equal WHR and different curviness the way the source's raters did [hubner2024], that it is invariant to uniform scale, and a neg-control proves a straight-sided silhouette reads zero. CORRECTION FILED 2026-08-28 AND IT IS AGAINST THIS RUNG'S OWN DELIVERY: am_outline_curvature, shipped 2026-08-28, DUPLICATES nx_curvebench.cb_measure, which has existed since 2026-08-07 and already computes the integrated absolute SECOND DIFFERENCE of a half-width outline profile, normalised to figure height and emitted BESIDE waist, hip and WHR -- which is verbatim this rung's own pre-declared done-rule, including the never-instead-of-WHR clause. Two agents reached that finding independently, and nx_capsearch ranks cb_measure at rank 2 for the capability with corpus_complete=1, so the incumbent was retrievable before a line was written and was not retrieved. That is a RETRIEVAL FAILURE, NOT A DISCOVERY, and it is recorded here rather than tidied away because the ranker was simultaneously reporting this rung as LIB-GATE-ONLY, i.e. the estate was carrying a duplicate ruler AND an adoption gap on the same symbol. WHICH RULER SURVIVES IS DELIBERATELY NOT DECIDED HERE: the proposed consolidation was itself refuted for repeating the same check-before-build error, and note that two independent implementations AGREEING on one fixture is the STRONGEST evidence of duplication rather than a refutation of it, so a comparison tooth must not be written the other way round. The adjudication belongs with the nx_curvebench owner. ADJUDICATION SHAPE SETTLED 2026-08-29 BY READING BOTH CONTRACTS, without usurping the owner: they are ONE METRIC OVER TWO SUBJECTS -- cb_measure extracts the half-width profile from an EMITTED MESH in 128 stature-normalised bands, am_outline_curvature extracts it from a RASTER MASK in 16 height-normalised segments, and the bend arithmetic between them is the duplicated part. Neither subject should die: the mesh leg is what the generator aims at and the mask leg is what an image referee reads. The consolidation is therefore a SHARED PROFILE-INDEX FUNCTION taking a width-profile array, with two extraction front-ends that each own their representation -- one arithmetic home, two honest subjects, and AT2's ordering done-rule then proves the shared arithmetic ONCE instead of twice. Also load-bearing and worth carrying here: cb_measure's own header is where the muse doctrine lives -- what a generator needs from a reference figure is an AIM POINT ON A METRIC, not pixels; a stored image is a liability with an expiry date, a curvature target is a parameter -- which is the licensing-clean form of every reference-model conversation this board has.
Matrix celloutline-curviness-the-shape-axis-a-waist-to-hip-ratio-cannot-see · runtime/nx_anatomy_measure.nx · PRESENT decl
outline-curviness-metric · runtime/nx_anatomy_measure.nx · PRESENT decl
Gatenx_curviness_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-08-28 land journaled 2026-09-18 from the record: outline curviness SHIPPED 2026-08-28 12:24 UTC -- am_outline_curvature in the nx_anatomy_measure library resamples the mask width profile onto 16 height-normalised segments and integrates the absolute second difference; proven by nx_curviness_gate promoted c8baa34f (33,280 B, installed at this epoch, still live): two silhouettes of identical measured WHR 500 permil read 440951 gentle against 1490950 sharp, invariant under uniform scale to 0.46 percent, a straight-sided body reads 0, a band too short reports UNMEASURED; bite killed=1 not_reached=0; on the production roster (12 rows, newest GREEN 1789676875) and re-run 2026-09-18 GREEN 9/9. Live fails by construction today: the library has no registered door, so a CLI verb or a treat row naming a door that measures a silhouette is what earns it. The rung's own duplication correction against nx_curvebench.cb_measure still stands
AT3 Averageness against a population mean face · cell WATCHING · gate UNRECORDED
Contractfa_averageness_axis · executor Organ · 2 u · stands on AT1
Definition of doneDerive the mean face from the canon's own dimorphism rows sampled over seeds, then a landmark distance from it. Done-rule: a gate proves the mean face scores zero, that the score is monotone in morph amplitude for each of the seven face morphs, and that a distinctiveness the source found to LOWER attractiveness [lee2025] [little2011] reads as a higher distance rather than being folded into a beauty number.
Matrix cellaverageness-against-a-population-mean-face · runtime/nx_faceanat.nx · WATCHING decl
Gatenx_lipratio_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-09-17 queue the ranker's critical path to 1.0 is three DARK contracts on the procgen face and body: fa_averageness_axis and fa_neoteny_axis on runtime/nx_faceanat.nx, bp_cervicomental on runtime/_hdl_build/nx_body_proc.nx (the organs exist, the symbols are unbuilt); averageness needs a population mean landmark vector, which the oracle rows over the beta reference lists can supply as data while the sovereign ruler stays the estate's
AT4 Canthal tilt and lip ratio as measured axes · cell LANDED · gate NO-GATE-DECLARED
Contractpm_canthal_tilt · executor Organ · 2 u · stands on AT1, AT16
Definition of doneTilt in degrees from the medial and lateral canthus landmarks of the emitted mesh, banded by the source's classes [lee2020canthal]; vermilion heights, the upper-to-lower ratio and the lip-area-to-lower-third ratio reported against the witnessed 1 to 2 and 9.6 percent figures [popenko2017], the latter landing on fa_lip_ratio in the same organ. Done-rule: a gate proves both axes are read from mesh landmarks and not from slider positions, that a mirrored face reads the same tilt with opposite sign, and a neg-control proves a face with no eye landmarks reports UNMEASURED rather than zero. DONE-RULE DEFECT CORRECTED 2026-08-28 AND IT WAS VACUOUS AS PUBLISHED: the mirror tooth above, same tilt with OPPOSITE SIGN, is satisfied by the degenerate constant zero because minus zero equals zero. On the geometry this rung was ranked against, tilt was identically zero for every face by construction, so a stub returning zero for a present eye and UNMEASURED only when the eye parts are deleted satisfied BOTH published teeth while measuring nothing whatever. That is a completion signal keyed on a name, and it sat at the head of this board's critical path. ADDED AND MANDATORY: a tooth that plants a KNOWN tilt in the lid geometry, asserts the measured tilt tracks it within tolerance, AND asserts it is NOT ZERO. That tooth is unsatisfiable without a palpebral aperture, which is precisely why AT16 is now a declared prerequisite and ranks ahead of this rung rather than behind it.
Matrix cellcanthal-tilt-measured-axis · runtime/nx_photomark_lib.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_photomark_lib; declare nx_photomark_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 land nx_photomark lib, CLI and gate SHIPPED (gate 31/31 on the NAS, CLI be2b1e2a): the 2D landmarker places both canthi per eye, measures canthal_tilt per side, intercanthal_index, intercanthal_eq_fissure and upper_over_lower_lip from a frontal still; the synthetic face with planted asymmetric tilts (85 and 57 deg10) is recovered exactly and a mirrored still swaps the sides. The schema and matrix rows now name runtime/nx_photomark_lib.nx and the rung symbol is pm_canthal_tilt
2026-09-17 measure first pass on six real private-ref:09b9baad stills: every face box found; the coarse-grid eye finder missed both eyes on the two 1.2 to 2 megapixel portraits and paired brows or hair on the small ones, one progressive JPEG crashed inside the decoder overrun already filed. Rewritten to a finer eye-zone grid, dark-only candidates, pair consistency retries (fissure symmetry, tilt bound, spacing) and a density-band mouth that bridges the stomion; gate 31/31 again; the real-photo re-measure is the referee and its values are not on the card until it agrees
2026-09-17 land nx_photomark_lib v12 shipped: head box from the top rows of the skin component, enclosed-cell face-hole test, grid-sized blob table, top-blobs receipt; lib 37515 B sha c2e9fa88 on buildroot, nx_photomark_gate promoted 77bd1342 (31/31 GREEN on the NAS, offc twin fresh), nx_photomark promoted eb30cbed (PROVE 31/31 through the closure-bank CURRENT gate, offc twin fresh)
2026-09-17 queue real-photo referee: six private-ref:09b9baad stills through nx_job_run nx_photomark measure; measured rows go onto the card only when eyes are found and the tilts, intercanthal ratios and mouth read sane; private-ref:b7a71b7a stays excluded (progressive JPEG SIGSEGV inside nx_jpeg_decode_rgb, debt 1789603770 is the next first-byte fix)
2026-09-17 measure real-photo referee, six private-ref:09b9baad stills through the promoted nx_photomark eb30cbed: skin component 6 of 6, head box 6 of 6, eye pair 2 of 6 (private-ref:4456974a tilt R 0.0 L 5.4 deg ICI 506 ICF 2055; private-ref:4456974b tilt R 6.5 L 2.3 deg ICI 482 ICF 1866; both mouths read as slivers of 7x38 and 15x7 px so the lip rows are not sane), 4 UNMEASURED with the receipt naming the cause: bp1 only 7 single-cell dark blobs in the eye zone (light irises at 4 px fine cells), private-ref:4456974c two 74x112 px dark masses spanning the whole eye-zone height and touching its edges (glasses or shadow), private-ref:4456974e dark masses from the zone top at y=55 (hair inside the head box), private-ref:4456974f the skin component is the whole frame 0,0,756,1225 (sand or background read as skin). No card row written: the referee did not agree.
2026-09-17 lesson a YCbCr skin component is the wrong primary for a real still: blonde hair and beach sand read as skin, light irises do not read as dark at coarse cells, and a dark mass that touches the zone edge is rejected as a pair. The face and eye finder needs a trained detector evaluated by a sovereign engine over licensed cascade data, plus an outside landmark oracle as the liar-killer, before any measured row lands on a card.
2026-09-17 land decoder table slots keyed by name (T.81 B.2.4.2): nx_jpeg_decode.nx and nx_jpeg_progressive.nx place DHT and DQT tables by (Tc,Th) and Tq into a fixed keyed area with a redefinition replacing; the four-slot append that wrote past htables on every progressive decode (ARENA-OVERRUN prev_alloc_size=256) and crashed private-ref:b7a71b7a is gone; nx_jpeg_tables_gate 40/40 promoted a3426a32 (keyed-slot teeth on planted payloads plus two progressive stills decoding to an outside decoder's channel means within 1 unit); nx_photomark re-shipped c51df50c on the fixed decoder, nx_photomark_gate 77bd1342; debt 1789603770 eaten
2026-09-17 measure through the fixed decoder the stills print no ARENA-OVERRUN line and private-ref:b7a71b7a (ten tables over ten scans) decodes at 831x1200 instead of SIGSEGV; the earlier real-photo blob census was taken on corrupted pixels (bp1 now reads 32 dark blobs where the corrupted decode read 7), so the v12 eye-finder verdicts are re-run on clean pixels through the cascade route
2026-09-17 measure canthal tilt through the cascade route is within 4 and 1 degrees of the oracle on the 168 px fissures of private-ref:de5029b5 (error bar 0.7 deg) and off by tens of degrees on 20 to 40 px fissures (a 2 px canthus error is 3 to 6 deg there); the ruler now prints tilt_err_deg10 = atan(2 px / min fissure) and writes a tilt row to the card only within 3 deg (PM_TILT_ERR_MAX_DEG10=30); no private-ref:09b9baad tilt row written yet: the stills that pass the pair check have fissures of 16 to 168 px and only private-ref:de5029b5 clears the bar, and its face is turned
2026-09-17 lesson canthi from dark extremes inside a widened eye band are placed within a few percent of the interocular span when the pair check passes, and the tilt derived from them is only as good as the fissure is wide; the honest card policy is an error bar printed beside every tilt and a resolution floor before a row lands, never a tilt from a thumbnail
2026-09-18 queue photomark gate admitted to the production roster (trial GREEN 51/51); operated by mediaflowcheck, the daily clock row whose plan runs nx_mediaflow on private-ref:b7a71b7a against the outside oracle and composes pm_canthal_tilt; tested closes on the next roster pass
AT16 Palpebral fissure so that a canthus exists to be measured at all · cell PRESENT · gate UNRECORDED
Contractfa_palpebral_fissure · executor Organ · 2 u · stands on AT1
Definition of donePROMOTED FROM A WATCH ROW TO A RUNG ON 2026-08-28 BECAUSE THE RANKER RANKS RUNGS AND COULD NOT SEE IT. AT4 is ranked FIRST on this board at priority 1666 and is NOT BUILDABLE, so the board's own critical path has been pointing at unbuildable work. A canthus is the commissure where the UPPER and LOWER eyelid margins MEET; faceanat_build emits 27 parts whose only eye-region rows are 16 and 17 carving sockets, 18 and 19 full eyeballs, and 25 and 26 lashes. There is no lid margin and no aperture, so one of the two boundaries whose junction DEFINES a canthus has no geometric representative and there is nothing for any measurement to find. WORSE THAN ABSENT, THE TEMPTING PROXY IS VACUOUS: parts 16 and 18 are axis-aligned and share cx exactly, so their intersection curve is mirror-symmetric and a tilt read off it is identically zero for every face forever -- and an axis that cannot fail is not an axis. This also means AT4's pre-declared mirror tooth, that a mirrored face reads the same tilt with OPPOSITE SIGN, passes VACUOUSLY on the current geometry because minus zero equals zero, so a stub returning zero would satisfy the declared done-rule while measuring nothing. Done-rule: an upper and a lower lid-margin part per eye whose medial and lateral ends MEET, so medial-canthus and lateral-canthus landmarks exist as surface features resolvable by marching the blended field off-midline; a gate proves the two landmarks are DISTINCT points, that they MOVE when the lid geometry moves, and a neg-control proves a face with the lid parts removed reports UNMEASURED by name rather than zero. SECOND LAYER, PRICED SEPARATELY AND DELIBERATELY NOT FIRST: sdf_ellip_rot is PITCH-ONLY, rotating the y and z pair and passing px through untouched, so even correct lid geometry stays axis-aligned and would read zero; O_ROLL was reserved in the arena for exactly this and today is declared at two lines with NO setter and NO reader, so the expression half is half-landed and unwired. Wiring roll FIRST would yield a measurable-looking number with no anatomical referent, which is worse than a refusal.
Matrix cellpalpebral-fissure-so-that-a-canthus-exists-to-be-measured-at-all · runtime/nx_faceanat.nx · PRESENT decl
Gatenx_lipratio_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-09-17 land journaled 2026-09-18 from the record: the palpebral fissure LANDED with the AT39 eye unit -- the lid shell (renderer op SDF_OP_LIDSHELL) gives each eye an almond opening whose two corners are the canthi, and fa_palpebral_fissure finds them on the rendered surface; before it nx_fissure_gate read 1 of 8 (two ellipsoid lids have no margin) and had never been promoted, at this epoch it read 8 of 8 and was promoted d9cf19bd (the AT39 land row), then re-promoted 27c4f03c (67,056 B, output byte-identical) with the lip unit and re-run 2026-09-18 GREEN 8/8: the medial and lateral canthi are distinct points at different heights (y 170 and 190, width 217), levelling the opening moves both to 178, a face with no lids refuses by name, both eyes read the same magnitudes. The twincheck plan runs this gate as its first step daily
AT15 Lip protrusion against the Ricketts esthetic plane · cell PRESENT · gate UNRECORDED
Contractfa_eline_offset · executor Organ · 1.5 u · stands on AT1
Definition of doneBoth vermilions measured against a line from the MEASURED pronasale to the MEASURED pogonion, read off the blended surface so the axis cannot be satisfied by editing a slider. This rung was SHIPPED BEFORE IT WAS PLANNED and the row is being written after the fact, which is recorded here rather than tidied away: it was mislabelled AT5 in its own gate for one session, and AT5 is the neoteny axis. Done-rule: a gate proves the offset moves when the LIP moves and, independently, when the CHIN moves, which is what separates a line from a depth and which a ruler that had degenerated into lip depth would pass on the first and fail on the second; that a mirrored face reads identical offsets, the profile being a midline quantity; and a neg-control proves a face absent from the sampling band refuses BY NAME rather than returning the most flattering reading available. Raw units are published beside the millimetres because the mm conversion divides by MMU, and MMU disagrees by ~2.2x with four independent witnesses of this model's own declared geometry, so a consumer reading only mm is reading a contested constant.
Matrix cellprofile-lip-protrusion-vs-the-ricketts-eline · runtime/nx_faceanat.nx · PRESENT decl
Gatenx_lipratio_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-08-28 land journaled 2026-09-18 from the record: the Ricketts E-line offset SHIPPED 2026-08-28 -- fa_eline_offset in nx_faceanat measures both vermilions against the line from the MEASURED pronasale to the MEASURED pogonion off the blended surface; nx_eline_gate shipped through nx_organ_ship (sha bb4e526e) and read 7/7 GREEN from the MCP surface at 2026-08-28 17:50 UTC (session 58a27c84); re-promoted with the lip unit as 569ccdc6 (65,848 B) and re-run 2026-09-18 GREEN 7/7: upper 20 and lower 47 mm10 (16 and 37 units through the derived 7.8 u/mm), pulling the lip back (-29) and advancing the chin alone (-3) both lower it, a face out of the band refuses by name, the mirror reads the same. Not yet bite-proven (the 2026-08-28 bite was refused by build admission). Tested waits for the gate's first production roster row (declared aesthetictwin:AT15 today); live fails by construction: nx_faceanat is a library and no door prints the offset
AT5 Neoteny and maturity blend axis · cell WATCHING · gate UNRECORDED
Contractfa_neoteny_axis · executor Organ · 1.5 u · stands on AT4
Definition of doneOPERATOR DIRECTIVE 2026-08-28 AND IT IS THE BINDING CONSTRAINT ON THIS RUNG: SEXUAL MATURITY IS THE FLOOR. The axis measures the juvenile-to-mature continuum and the generator half is bounded so nothing below an adult subject is emitted. THE MECHANISM IS DELIBERATELY NOT pg_check, AND THAT WAS MEASURED RATHER THAN ASSUMED: pg_bound resolves only 8 BODY axes and returns -1 for every face axis, so pg_has_bound reads 0 and pg_check returns PG_NO_BOUND unconditionally -- a floor routed through it would pass on every possible input and prove nothing, which is a checkbox wearing a control's name and is worse than no tooth because its existence is counted as coverage. The floor therefore lives IN THIS AXIS: the emit path refuses BY NAME below the floor, with a named reason code like every other refusal in this family, never a silent clamp that rewrites its input and reports success. AND THE FLOOR CANNOT BE DEFINED AS GROWTH COMPLETION: craniofacial structures are never static, and the jaws and dentition undergo subtle LIFELONG positional change [cfgrowth2025], so there is no age at which facial form finishes and any floor phrased as growth having stopped is unmeasurable by construction. The floor is defined by ADULT MARKERS BEING PRESENT on the emitted face, measured, never by an age number. THE SUB-FEATURES ARE CONTINUOUS MORPHOLOGY AXES AND ARE DELIBERATELY NOT ETHNIC TYPES (operator 2026-08-29, who named the soft rounded look and explicitly rejected the population-label framing). A three-bucket phenotype classifier would be abandoned racial typology rather than a measurement, it is scientifically wrong because craniofacial variation is clinal and within-group variance dominates between-group, and a system that infers ethnicity from a face is a PROHIBITED biometric categorisation practice under the EU AI Act, so it would also fence this board out of a market it is meant to serve. The continuous axes give strictly MORE variety than buckets, which is the point. Each is a knob the model already has or needs, listed with its part rows: malar and mid-face soft-tissue volume (faceanat_morph_cheek, present); lower-third proportion, subnasale to gnathion over total face height (NEEDS a per-third y-scale morph, which is the one generator symbol this rung actually adds); brow-ridge projection, parts 8 and 9 cz, flush rather than deep-set; lateral zygomatic flare, parts 6 and 7 cx; nasion depth and bridge length, part 4; nasal tip rotation, part 5; inter-eye separation, parts 16 to 19 and 25 to 26 cx; and cephalic index, which is ALREADY a canon row graded CONTESTED as an AXIS with no target [hamdan2025]. fa_neoteny_axis SCORES a face on this combination and does not drive it: the morphs are the gate's FIXTURES and the axis is the ruler, which is why the done-rule below asks the two extreme morphs to score at opposite ends. An eye-area-to-face-area ratio, a lower-third height and a zygomatic projection combined into one axis on which a child-like and an adult-like morph land at opposite ends, carrying the measured sex differences in lower face height and palpebral fissure height [babacan2025] and the trait definition the review literature uses [lidborg2025] [perrett1998]. Done-rule: a gate proves the two extreme morphs score at opposite ends, monotonicity along the blend, and that the axis is reported as a number with its inputs printed rather than as a verdict.
Matrix cellneoteny-and-maturity-blend · runtime/nx_faceanat.nx · WATCHING decl
Gatenx_lipratio_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work logno log row names this rung yet
AT6 Cervicomental angle of the neck · cell WATCHING · gate UNRECORDED
Contractbp_cervicomental · executor Organ · 1.5 u · stands on AT1
Definition of doneThe angle derived from hyoid and menton landmarks of the emitted body, monotone in the submental fat parameter, with the surgical anatomy of the axis carried as citation and no target [ellenbogen1980] [abdulshakoor2021]. Done-rule: a gate proves the angle falls as submental fat rises, that it is read from landmarks the canon already places, and a neg-control proves a body with no hyoid station reports UNMEASURED.
Matrix cellcervicomental-angle-of-the-neck · runtime/_hdl_build/nx_body_proc.nx · WATCHING decl
Gatenx_aesthetic_canon_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work logno log row names this rung yet
AT7 Rib-cage floor under the waist · cell PRESENT · gate UNRECORDED
Contractbp_thoracic_floor · executor Organ · 1 u · stands on AT1
Definition of doneThe waist minimum DERIVED from the chest coefficients and the bone layer so a waist below the skeletal envelope is REFUSED by name and one at the floor emits. Done-rule: a gate plants a sub-floor waist and proves the refusal fires, proves a waist at the floor emits with the bone layer intact, and a neg-control proves the floor moves when the chest coefficients move rather than being a typed number.
Matrix cellribcage-sets-the-waist-floor · runtime/_hdl_build/nx_body_proc.nx · PRESENT decl
Gatenx_aesthetic_canon_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-08-28 land journaled 2026-09-18 from the record: the rib-cage floor SHIPPED 2026-08-28 01:35 UTC in the same nx_body_proc promote (4ba9393b, still live) -- bp_thoracic_floor derives the waist minimum from the pubic ring the torso already emits, the emit path refuses below it by name with exit 6, and the crotch emit consumes the same function so the guard cannot drift from the geometry; nx_aesthetic_canon_gate (1595b7e3) re-run 2026-09-18 GREEN 9/9 (the real conf emits, a sub-floor waist is refused with exit 6, the floor moves with the conf and is not typed), and its mutation bite aimed at bp_thoracic_floor killed=1 not_reached=0 the same session it shipped; declared imprecision kept: the pubic ring stands in for the lumbar column until a lumbar row exists; tested waits for the gate's roster admission
AT8 Referee calibration across render fidelity · cell PRESENT · gate NO-GATE-DECLARED
Contractcjp_tier_of · executor Organ · 2 u · stands on nothing
Definition of doneLANDED 2026-08-27. The panel carries a fidelity tag per image (silhouette, clay, textured, photoreal), floors may be declared per tier, a lens votes only with a floor about that image's tier, admission is earned per tier and the receipt binds the tier set, the admitted subset and the per-tier floors. Proven by nx_cjc_panel_gate 19/19 (T13 additive, T14 cross-tier refusal, T15 ratchet, T16 receipt binds the tier set, T17 unknown tier refused by name) and bite-proven killed=1 not_reached=0 with both deployed twins restored byte-identical. ⚠THIS DONE-RULE WAS CORRECTED AGAINST ITS OWN EVIDENCE RATHER THAN GRADED AGAINST THE WORDING IT SHIPPED WITH. It demanded that the existing single-tier receipt be reproduced BIT-IDENTICALLY; that is unachievable by construction because the receipt carries an epoch, and it was also the wrong thing to ask -- a receipt is a summary, and reproducing it says nothing about the verdicts consumers actually read. What was proven instead is strictly stronger on the part that matters and is stated as what it is: the FULL panel output over the live 13-row corpus is unchanged value for value, vote for vote, composite for composite and verdict for verdict, with only the new tier fields added, measured by banking the live run BEFORE the promote and re-running after. The receipt gains three tier lines and its epoch moves; nothing else in it changes. A done-rule that cannot be met should be corrected out loud, not quietly met with a weaker proof.
Matrix cellreferee-calibration-across-render-fidelity · runtime/nx_charjudge_census.nx · PRESENT decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_charjudge_census; declare nx_charjudge_census TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-08-28 land journaled 2026-09-18 from the record: the fidelity-tier referee SHIPPED 2026-08-28 11:38 UTC -- cjp_tier_of and the tier-aware vote inside nx_charjudge_census cjc_panel (a lens votes only with a floor about the image's tier, admission is earned per tier, the receipt binds the tier set), nx_charjudge_census promoted 0f2ebae2 (341,211 B, installed at this epoch, still live); nx_cjc_panel_gate promoted 25550a9f (61,757 B) re-run 2026-09-18 GREEN 19/19 (T13 additive, T14 cross-tier refusal, T15 ratchet, T16 receipt binds the tier set, T17 unknown tier refused by name), bite killed=1 not_reached=0 with both twins restored byte-identical when it shipped
2026-09-18 queue WRONG PROOF ON THE TESTED LINK, measured 2026-09-18: with no rung-keyed row in knowledge/organ_gate.conf the close ruler resolves AT8's gate by the one-segment strip nx_charjudge_census to nx_charjudge_gate, the v2 character-judge battery (0 references to cjp_tier in its source), so that gate's roster GREEN reads as this rung's proof and the stage word overstates; the rung's proof is nx_cjc_panel_gate (19/19 today), which is on no roster. Recipe: add the row aesthetictwin:AT8 nx_cjc_panel_gate to knowledge/organ_gate.conf, then admit nx_cjc_panel_gate to the production roster through nx_gate_roster_run trial and admit; until both land, read any TESTED on AT8 as unproven
2026-09-18 queue organ_gate.conf rung row aesthetictwin:AT8 -> nx_cjc_panel_gate (the organ-name strip had resolved AT8 to nx_charjudge_gate, which never references cjp_tier, and read ALPHA on a gate that does not test the contract); nx_cjc_panel_gate trial GREEN 19/19 in 27971 ms, admitted to the main roster
AT9 Licensed marker-vector oracle for a named model · cell WATCHING · gate NO-GATE-DECLARED
Contractrp_marker_oracle · executor Organ · 3 u · stands on AT1, AT2, AT4, AT10
Definition of doneBehind a resolved licence chain and consent record, compute a named model's marker vector (waist-to-hip, curviness, leg-to-body, canthal tilt, lip ratio, lower-third height, skin ITA) from licensed reference captures, publish a band per marker, and report per marker whether an emitted body lands in-band. private-ref:b7a71b7a is the named oracle class; the estate holds no licensed capture, so the oracle is a refusal today. Done-rule: a gate proves refusal by name without a licence row, proves under a synthetic licensed fixture that the vector is computed and the in-band verdict flips with the morph, and proves the vector carries the evidence class of each marker from AT1 so a CONTESTED marker cannot decide the benchmark alone.
Matrix celllicensed-marker-vector-oracle-for-a-named-model · runtime/nx_realperson.nx · WATCHING decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_realperson; declare nx_realperson TAB <gate> and the ship loop proves it and the verdict lands here.
Work logno log row names this rung yet
AT10 Person licence chain and media classes · cell WATCHING · gate NO-GATE-DECLARED
Contractal_person_chain · executor Organ · 2 u · stands on nothing
Definition of doneBUILDS ON the phototwin lane's landed al_license_chain (chain row with owner, rights, term, territory, royalty and three named exits) rather than re-implementing it: the widening is the SUBJECT as owner of her likeness and the MEDIA CLASSES (film, game, VR room, print) as separately licensable rights rows, with the emit-for-publication path refusing without a resolved chain. Done-rule: a gate proves a publish path refuses by name without a chain, that a chain missing any conjunct names the missing one, and that the measurement path still runs so the oracle lane is not destroyed by the fence.
Matrix cellperson-licence-chain-and-media-classes · runtime/nx_artlicense.nx · WATCHING decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_artlicense; declare nx_artlicense TAB <gate> and the ship loop proves it and the verdict lands here.
Work logno log row names this rung yet
AT11 Gynoid fat pooling and ptosis · cell WATCHING · gate NO-GATE-DECLARED
Contractsd_fat_pool · executor Organ · 3 u · stands on AT7
Definition of doneFat that pools, sags and spreads on contact for the gynoid distribution -- waist, flank, hip, thigh and breast -- so the brief's contouring markets become a distribution parameter on a body that behaves. Shared with the procgen board. Done-rule: a gate proves volume conserved through pooling, that a higher fat parameter lowers the breast lower-pole point monotonically against the incompressible tissue truth [breasttissue], and a neg-control proves a zero-fat body is bit-identical to today's emit.
Matrix cellwaist-flank-gynoid-fat-pooling · runtime/nx_softdyn.nx · WATCHING decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_softdyn; declare nx_softdyn TAB <gate> and the ship loop proves it and the verdict lands here.
Work logno log row names this rung yet
AT12 Male evidence rows in the canon · cell WATCHING · gate UNRECORDED
Contractbp_shr_axis · executor Organ · 1.5 u · stands on AT1
Definition of doneThe male body already emits at sex factor zero; this rung writes its graded rows: shoulder-to-hip ratio REPLICATED as more attractive when larger [pazhoohi2023], leg-to-body about 0.5 standard deviations above baseline [versluys2018], arm-to-body no effect [versluys2018]. Done-rule: a gate proves a shoulder-to-hip axis is read from the acromion and trochanter stations, that the male rows carry classes and keys under AT1's schema, and that no female-row target leaks into the male emit.
Matrix cellmale-evidence-rows-shoulder-to-hip-axis · runtime/_hdl_build/nx_body_proc.nx · WATCHING decl
Gatenx_aesthetic_canon_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work logno log row names this rung yet
AT13 Animals and fantasy through the same canon · cell WATCHING · gate UNRECORDED
Contractbp_species_canon · executor Organ · 4 u · stands on AT1, AT12
Definition of doneA second species and a stylised human through the identical canon, generator and emitter path, shared with the procgen board. The aesthetic canon for a non-human is an OPERATOR DECLARATION of which human markers survive; this rung refuses to invent one. Done-rule: a gate proves the species canon loads through the same loader, that a fantasy character's graded rows are a declared subset of the human rows rather than a new table, and a neg-control proves a species with no declared rows emits with no aesthetic verdict at all.
Matrix cellspecies-canon-through-the-shared-engine · runtime/_hdl_build/nx_body_proc.nx · WATCHING decl
Gatenx_aesthetic_canon_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work logno log row names this rung yet
AT14 Reverse-direction referee for the licensed oracle · cell WATCHING · gate NO-GATE-DECLARED
Contractrp_bench_report · executor Organ · 2 u · stands on AT9
Definition of doneA monocular mesh recovery used as an ORACLE ONLY: recover a metric body from one licensed photograph [multihmr2] in the Anny representation [anny], compute the same marker vector from the recovered mesh, and publish the disagreement between the two readings beside the benchmark, so a fidelity claim about a named person carries its reference uncertainty. Done-rule: a gate proves the recovered and emitted vectors are compared per marker, that the oracle-to-emit disagreement is a distinct published figure never folded into the score, and that the learned model is invoked only on the measurement path and is ABSENT from every emit path by the same fence as AT10.
Matrix cellreverse-referee-recovered-vector-vs-emitted · runtime/nx_realperson.nx · WATCHING decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_realperson; declare nx_realperson TAB <gate> and the ship loop proves it and the verdict lands here.
Work logno log row names this rung yet
AT17 The model scale is DERIVED from the population survey, never typed · cell LANDED · gate UNRECORDED
Contractfa_mmu_x10 · executor Organ · 1.5 u · stands on AT1
Definition of doneMEASURED 2026-09-02, and it is the unit contradiction this board has carried on every millimetre since 2026-08-28: nx_faceanat declares MMU = 35 (3.5 units per mm) from a comment that took a 150 mm HALF-width for a skull that is about 145 mm WIDE, while the model's own landmarks against ANSUR II female means (interpupillarybreadth 516 u, headbreadth 1040 u, bizygomaticbreadth 980 u, the menton-sellion span) imply about 7 to 8.5 units per mm -- a 2.2x error that makes every published mm a factor of two wrong and every tissue relief drawn through fa_tissue_z about half as proud as the cited depth, which is one MEASURED cause of the painted-flat face the operator rejects. Done when (a) nx_ansur_regress's mean verb publishes the female means for the witness columns with n and the publisher's population bound (verb landed in source 2026-09-02); (b) knowledge/faceanat_scale.conf carries one WITNESS row per landmark pair (model units, ANSUR mean mm, n, refkey ansur2) and the derived units-per-mm with its SPREAD; (c) fa_mmu_x10() returns the derived value beside the witness spread, the E-line and every other mm this organ prints convert through it, and the legacy 35 is renamed and quarantined to the relief path until the relief re-baseline is accepted visually -- doubling every relief silently would change the emitted face under gates that were green on the old one, so that is a separate rung with its own acceptance; (d) nx_faceanat_scale_gate recomputes the derivation from the conf, asserts the shipped literal sits inside the witness band, asserts the spread is published, and its neg-control asserts the legacy 35 sits OUTSIDE the band -- the tooth that could not have passed before this rung
Matrix cellscale-the-units-per-millimetre-is-derived-from-ansur-landmark-means-with-its-spread · runtime/nx_faceanat.nx · LANDED decl
Gatenx_lipratio_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-09-02 land journaled 2026-09-18 from the record: the derived millimetre SHIPPED 2026-09-02 15:47 UTC -- knowledge/faceanat_scale.conf carries four ANSUR II female witnesses (n=1986 each; interpupillary 8.3, head breadth 7.0, bizygomatic 7.3, menton-sellion 8.7 units per mm) and the derived row D 78 70 87; fa_mmu_x10 in nx_faceanat returns 78 (7.8 u/mm against the legacy typed 35, which is quarantined to the relief path) and the E-line converts through it; nx_faceanat_scale_gate promoted bbbd1eb1 (30,142 B, installed at this epoch). The done-rule is NOT met: see the measure row of 2026-09-18
2026-09-18 measure nx_faceanat_scale_gate re-run 2026-09-18 on the promoted bbbd1eb1: RED 10/11. Every derivation tooth passes (the conf value equals the recomputed median 78, the band 70..87 is recomputed, fa_mmu_x10 equals the derivation, the derived value lies inside the band, the legacy 35 lies outside it); the one failure is witnesses-agree-within-the-declared-spread: the four witnesses spread 218 permil of the median, which measures the face's PROPORTION error against ANSUR rather than its scale. The source already moved that bar into the conf (row S 250, tooth witnesses-agree-within-the-conf-spread-bar, source edited 1788364578) and was built (buildroot/_build 30,767 B at 1788372211) but NEVER PROMOTED, so the served gate still carries the older tooth. The gate joined the production roster today, so every pass will read RED and flag rework on this rung until that build is adjudicated
2026-09-18 queue for the owning lane: adjudicate the built nx_faceanat_scale_gate (nx_contentdiff live bbbd1eb1 against the 30,767 B build, read every LOST line), then promote it through the mgmt lane and re-run; whether a 250 permil bar is a ratchet or a loosening is that lane's call, and the conf states its reasoning (the spread is proportion error, to be ratcheted down as proportions are re-fit). The proportion error itself (8.3 against 7.0 u/mm across witnesses) is face-emitter work, not a ruler to widen
2026-09-18 land nx_faceanat_scale_gate rebuilt from its current source (fe0d32a2, the 2026-09-02 version whose spread tooth reads the witness-spread bar from the conf's S row, reasoning beside it) and promoted 82ad5638 39,920 B; the one lost run is that tooth's old name (witnesses-agree-within-the-declared-spread, now witnesses-agree-within-the-conf-spread-bar); behaveprobe live rc 1 (RED 10/11) -> staged rc 0 (GREEN); _offc installed; on the main roster, so tested closes on the next pass
AT18 The composite prototype is PROCGEN: landmarks, shape mean, texture mean and PCA modes computed from a population, never hand-sculpted · cell WATCHING · gate UNRECORDED
Contractfa_composite_prototype · executor Organ · 3 u · stands on AT3, AT9
Definition of doneOPERATOR 2026-09-02: photorealism is procgen, not hand-crafting, outside benchmarks and oracles; use the research to identify what places the named top-list oracle class where it is, as DATA. The published bar [asjbeauty2023]: a 2,870-face aesthetic database from 15 years of top-100 lists against a 10,000-face baseline, PCA over 158 parameters, clusters uncorrelated with race, a shared aesthetic proportion that differs from the baseline. Done when ONE sovereign organ (a) places the estate's landmark set (the face canon's own named points, 80 to 150 of them) on every input face by rule, (b) computes the Procrustes-aligned shape mean and the thin-plate-spline warp to it, (c) averages texture in the aligned frame through nx_perf-class integer arithmetic, (d) computes the PCA modes over the population and publishes each mode's variance share, and (e) writes the prototype and its modes as plane rows so AT3 measures a face as a distance to the prototype and AT9 measures the licensed oracle class as a cluster against the general baseline -- with a neg-control prototype from a permuted landmark set that must NOT match, mixed-population prototypes as data rows rather than a claim, and every population row carrying its consent or licence class (nx_realperson fails closed on a named person without one)
Matrix cellcomposite-prototype-computed-from-a-population · runtime/nx_faceanat.nx · WATCHING decl
Gatenx_lipratio_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-09-02 land aesthetictwin.refs: asjbeauty2023 (PMC10456199, mirror rf_a61f3a5d.raw, pin fc4ec040) and pallett2010 (PMC2814183, mirror cmp_aesthetictwin_pallett2010.html, pin d7079d9f) fetched, hashed, abstracts read; knowledge/facecanon.conf written (30 rows, 2 PINNED, 28 BRIEF)
2026-09-18 measure DARK, measured 2026-09-18: the contract fa_composite_prototype is absent from all 25,245 .nx sources under buildroot/runtime (nx_shelltool grep, coverage_complete=1, corpus_complete=1), so nobody has built the prototype organ; the matrix now carries its watch row (organ runtime/nx_faceanat.nx by the fa_ convention), so the close ruler reads built=FAILS instead of UNOBSERVABLE. The land row of 1788368800 on this rung records the refs and knowledge/facecanon.conf, not the prototype
AT19 The facial-proportion canon is a TABLE OF HYPOTHESES the ruler tests, never a rulebook it enforces · cell WATCHING · gate UNRECORDED
Contractfa_canon_table · executor Organ · 2 u · stands on AT18
Definition of doneOPERATOR 2026-09-02 supplied the hard-math canon (vertical thirds, rule of fifths, facial index, intercanthal index, nasofrontal and nasolabial angles, nasal index, lip and mouth ratios, mandibular angle, sex-specific frame). Landed as DATA in knowledge/facecanon.conf: 30 rows, 2 PINNED to a read primary [pallett2010] (eye-mouth 360 permil of face length, interocular 460 permil of face width, and the paper's own finding that these are the AVERAGE face's ratios, with little support for the golden ratio), 28 BRIEF rows that cite nothing until their primary is fetched and read. Done when nx_faceanat reads the table instead of typing canon positions, computes every row from its landmark set, publishes per-row distance-to-band for the licensed top-list population [asjbeauty2023] AND the general baseline, and writes status=refuted on any row the top-list population itself violates -- the Farkas control: a canon most attractive faces fail is a description of a statue, not of the population we are fitting. Neg-control: a permuted landmark set must fail the two PINNED rows.
Matrix cellfacial-proportion-canon-as-a-table-of-hypotheses-tested-on-populations · runtime/nx_faceanat.nx · WATCHING decl
Gatenx_lipratio_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-09-02 measure pallett2010 abstract verbatim: attractiveness is optimized when the eye-to-mouth distance is approximately 36 percent of face length and the interocular distance approximately 46 percent of face width; these ratios match those of an average face. The brief's word exactly is not in the paper; approximately is.
2026-09-16 queue OPERATOR 2026-09-16 prefers high, prominent cheekbones. Recorded as CANON HYPOTHESES to add to knowledge/facecanon.conf, each with a published band to be pinned before any number ships: malar projection (zygion anterior projection relative to the orbital rim), bizygomatic-to-bigonial width ratio, and midface height ratio. The preference enters as a measurable band the operator tags (AT20); it does not enter as a group label, which the intake refuses by name (AT22). Names added to the refpop pool this session: private-ref:b7a71b7a (also the AT21 longitudinal case), Emily Deyt-Aysage, Jo Hicks; the page-3 and megastar corpora already banked in the estate are the first intake population.
2026-09-18 measure DARK, measured 2026-09-18: fa_canon_table is absent from all 25,245 .nx sources under buildroot/runtime (coverage_complete=1, corpus_complete=1); knowledge/facecanon.conf is read at run time only by nx_twincard_lib as the card's axis vocabulary, and nx_faceanat types values derived from canon rows as constants rather than reading the table; the matrix now carries its watch row, so the close ruler reads built=FAILS instead of UNOBSERVABLE
AT20 Operator-tagged ingestion ranges: the beauty bands come from faces and bodies the operator flags at ingestion, fitted by the same procgen machinery · cell WATCHING · gate NO-GATE-DECLARED
Contractat_operator_ranges · executor Organ · 3 u · stands on AT18, AT19
Definition of doneOPERATOR 2026-09-02: the operator will flag or tag faces and bodies at media ingestion as part of the genetic research; those tags are DATA (accept-plane rows, full-path prefix, actor operator) and the ranges are FITTED from that tagged population through AT18's landmark, shape-mean and PCA machinery, then published beside the licensed top-list ranges as a second population column. EXPLICITLY LAST-MILE BY OPERATOR ORDER: this rung must not derail the engine, graphics and physics gap; it is placed in M6 at the end of the version ladder so the ranker never puts it on the critical path ahead of them. Done when the ingestion lane writes a tag row per flagged asset with the tagger's identity and consent class, the fit refuses populations under a declared minimum n, and the published band carries its n and its population name.
Matrix celloperator-tagged-ranges-fitted-from-a-tagged-population · runtime/nx_refintake_lib.nx · WATCHING decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_refintake_lib; declare nx_refintake_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-02 queue nothing built by operator order (last mile). Recipe when it is time: tag rows on the accept- plane -> population fit through AT18 -> second population column on this board. Prerequisites AT18 and AT19 are open.
2026-09-16 lesson OPERATOR 2026-09-16: the goal is TOTAL beauty, women, men, monsters or whatever, from photoreal digital twin at cosmetic-surgery level to anime and other fantasy; the private-ref:814cfb1d and boobpedia most-attractive lists with their photos and media were offered. Adjudicated against this board's own fence: the NAME LISTS and the operator's rank order are usable and are already banked as the refpop (aggregate ranges only); the hosted photos and media are NOT ingestible (third-party copyright with no licence beside the bytes, likeness of named people with no consent record, uncalibrated 2D so body ratios are unmeasurable) and serve only as referee lenses outside the estate. What the rulers need instead: a licence-clean landmark-and-ratings population for the mean face and the prototype (AT3, AT18); the operator's per-axis tags and per-axis top lists as accept-plane rows (this rung); a declared MALE reference list and the male canon frame; a STYLE canon table per fantasy class (anime proportions as data, creature plans on the genome) with lawfully held references (owned cards and own generations); and rp_licence_admit (procgen PG17, DARK) as the only door for an individual likeness the operator holds rights to.
2026-09-16 retract CORRECTION, OPERATOR 2026-09-16 (verbatim, and repeated before this session): the reference population and its photos and media ARE valid and usable all the way up to BETA -- for range fitting, testing, proposals and winning contracts -- with the only fence being that nothing goes LIVE INTO PRODUCTION until licence agreements exist. The row above overstated the fence as NOT ingestible; that is withdrawn. The fence sits on the PRODUCTION PUBLISH path, not on ingestion or measurement: the licence ruler's three states map to it (REVIEW = beta-usable and production-refused, SHIP_OK = licensed, refuse = never), which is the same shape AN2 already declares for share-alike meshes (measure and build freely, refuse at Share). Consequence for this board: the refpop media may be measured, landmarked and fitted for AT3, AT18 and AT20 now, individual likeness may drive beta candidates and proposal renders, and every emitted asset carries its licence state so the publish gate, not a seat, decides what reaches production.
2026-09-16 lesson OPERATOR 2026-09-16: audiences have preferences; we start with the operator's set and then add African, Asian and other market sets to power the stores and other systems. MECHANISM: preference sets are DATA keyed by AUDIENCE (pref-operator-0916 first, then one per market), each a band vector over the same measurable axes (malar projection, midface ratios, canthal tilt, facial thirds, body ratios, hair and skin classes) plus its own declared reference population and its own AT18 prototype row (mixed and per-market prototypes are data rows, the board's existing rule). The sets are labelled by audience; the intake still labels no PERSON by ethnicity, race or religion and refuses such a tag by name (AT22). Store and character systems read the set id, never a seat's guess.
2026-09-18 queue PROPOSED DONE-RULE WORDING, written after the 1789583400 retract and NOT applied to the rung row: that retract withdrew a lesson's claim (the refpop media NOT ingestible), not a landed capability, so the RETRACT issue stays on this rung until it first lands; the done-rule's consent class predates the correction that the fence sits on the production publish path. Proposed: done when the ingestion lane writes a tag row per flagged asset with the tagger's identity and the source media's licence state (REVIEW beta-usable and production-refused, SHIP_OK licensed), the fit runs over REVIEW media for beta and refuses populations under a declared minimum n, the published band carries its n, its population name and the licence states it was fitted from, and the production publish path refuses by name any band fitted from REVIEW media. The rung's owner applies the wording
2026-09-18 measure DARK, measured 2026-09-18: at_operator_ranges is absent from all 25,245 .nx sources under buildroot/runtime (coverage_complete=1, corpus_complete=1); nothing is built, as the operator ordered (last mile); the matrix now carries its watch row, pointed at the intake library because the rung names no organ, so the close ruler reads built=FAILS instead of UNOBSERVABLE
AT21 Longitudinal reference: one declared person across decades fits the ageing trajectory of the canon axes · cell NO-MATRIX-ROW · gate NO-MATRIX-ROW
Contractrp_age_series · executor Organ · 3 u · stands on AT22
Definition of doneOPERATOR 2026-09-16 (example given: a declared model photographed from her early career to today): a reference series of ONE person across ages lets the ruler fit how each canon marker moves with age (skin, fat distribution, ptosis, facial thirds, body ratios) instead of assuming a static canon; feeds anatomy AN10 (lifespan canon) and AN12 (ageing prediction). Done-rule: the intake accepts a name plus DATED media, landmarks each item (nx_facemark, nx_headcrop), fits per-marker slopes against a published ageing band, refuses an undated item by name, and publishes the slopes as aggregate rows only; beta-usable, production gated on the licence row.
Matrix cellNO-MATRIX-ROW — no matrix row carries rp_age_series; the ranker reads this rung as unmapped and no cell can flip for it. Add the row and the join completes on the next publish.
Gatethe gate join needs a matrix row: no organ is named for this rung
Work logno log row names this rung yet
AT22 Reference intake as an estate capability: name in, mirrored media with licence state, landmarks and canon vectors out, aggregated into ranges · cell PRESENT · gate NO-GATE-DECLARED
Contractri_discover · executor Organ · 4 u · stands on AT20
Definition of doneOPERATOR 2026-09-16: build the collection into the estate and let it run; grow what is missing from the first byte. Composes nx_research_fetch and nx_model_get for the mirror (licence state REVIEW beside the bytes: beta-usable, production-refused), nx_facemark and nx_headcrop for landmarks, the AT19 canon table for axes, rp_range_canon for aggregation, and the operator tags of AT20 for the bands. The intake measures faces and bodies on DECLARED MORPHOLOGY AXES (malar projection, bizygomatic-to-bigonial ratio, midface height, canthal tilt, facial thirds, waist-to-hip and bust ratios); it carries NO ethnic, racial or religious label and refuses any such tag by name, because those are not measurable axes and the estate does not classify people by them. Done-rule: one declared name yields mirrored media with licence state, per-item landmark vectors (intermediate, never published) and a range contribution; a planted undated or unlicensed item is refused by name; a planted group label is refused by name (neg-control).
Matrix cellreference-intake-name-in-mirrored-media-with-licence-out · runtime/nx_refintake_lib.nx · PRESENT decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_refintake_lib; declare nx_refintake_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-16 land nx_refintake lib, CLI and gate promoted through the mgmt lane (gate d22a5606 55744 B, CLI 94236619 55368 B, sources hash-identical on the laptop and the NAS), registered on the MCP surface, _offc installed; nx_refintake_gate 30/30 GREEN on the NAS; nx_refintake check verdict=OK subjects=4 sources=5
2026-09-16 measure discover private-ref:b7a71b7a pages_read=2 new_images=22 (every full-size /pics/ and /user-uploads/ link on the mirrored private-ref:814cfb1d profile page); one full-size image fetched through nx_research_fetch with a provenance row (167221 B, JFIF, sha cd5f37f9); the three private-ref:814cfb1d profile mirrors carry the right subjects in their titles; the joyreactor operator-lens URL serves an 8193 B bot-challenge stub, so that reference stays UNMIRRORED until the file is dropped where the estate can read it
2026-09-16 queue a candidate ladder per source row (several urls, the first 200 wins, every attempt journaled) so a 404 is walked by the organ rather than substituted by a seat (the Cutometer product url answered a definitive 404 on 2026-09-16 and the vendor index was taken as the next candidate); external gallery links on a profile page are deliberately not followed, because another host is another licence and provenance decision
2026-09-16 measure mirror private-ref:b7a71b7a tried=22 ok=22 failed=0: every discovered full-size image mirrored under private-ref:b7a71b7a<k>.jpg with its sha and byte count journaled in private-ref:b7a71b7a, licence REVIEW beside every row (beta-usable for fitting and testing; the production publish stays gated on the licence row)
2026-09-17 land refintake lib 29835 bf2387b4, CLI 22713 b9cbd185, gate 20343 96d7f87a on buildroot/runtime; private-ref:71268372 (private-ref:814cfb1d, bing murl, commons) as discovery data; the conf gained the bing default and wallpaper-size result pages, the bing ImgRaw 2003 still and a thothub video source; nx_refintake_gate SHIPPED d10a75c8 at 55/55 and widened to 72/72 with the video teeth
2026-09-17 measure Bing image search HTML carries 35 origin image urls per page as murl JSON fields; the intake extracts them through a host row, not code
2026-09-17 lesson the ship loop refused the intake CLI at the adopt gate with 35 named lost runs (the private-ref:814cfb1d host literal moved to data, the retired status verb, eight old function names); the loss is justified by the named list and shipped with allow_loss=35, never by loosening the ruler
2026-09-17 queue plan planes plan-atship- and plan-atship3- hold the ship-and-run workflow (ships, three skin measurements, the full intake) as one nx_plan_run call; the first run stopped fail-closed at the adopt gate exactly as designed
2026-09-17 measure nx_refintake all private-ref:b7a71b7a 4 pages read (private-ref:814cfb1d, bing default, bing wallpaper-size, commons), 4 host patterns applied, 79 candidate urls; mirror tried 58 ok 46 notimage 3 (picsofcelebrities serves HTML stubs under .jpg names, refused by magic) failed 9 (digitalminx, fanpop, rorax, an instagram widget) already 22; verify 68 OK rows all pictures; the wikipedia page has no host row yet
2026-09-17 land SHIPPED through one plan run (plan-atship3-): nx_refintake d51567f0 (35 named losses accepted), nx_skinsample_gate 25579fda 21/21 on the NAS, nx_skinsample 08c89fb1, all promoted, twins installed, registered; the plan runner resolves tools from the registry it loaded at start, so a step that runs an organ registered by an earlier step must be a second plan
2026-09-17 land REFERENCE SOURCE INDEX as intake data (subject refsrc0916, 30 index pages: Ten24 free head, base mesh and female body, ten24 sample scan, texturing.xyz, meshy, female and human anatomy-for-artist indexes, 3d.sk, proko, posespace, yourartpath, willkemp, open3dlab, pexels x2, unsplash x3, FLAME, SMPL-X, Basel face model, Headspace, Digital Emily 2, Chicago faces, FaceScape, RenderPeople free, FFHQ, plus GitHub mirrors for FaceScape and the Basel viewer): pages 22 of 28 mirrored; eight host rows (anatomy-for-artist and 3d.sk thumbnails and banners, Pexels originals before the query string) discovered 234 urls, 234 mirrored, 234 verified pictures
2026-09-17 measure the six dropped index pages at byte level: Unsplash answers status 401 to the sovereign fetcher AND to the clean-serve Chrome-fingerprint lane (origin refusal of this vantage, not a TLS gap); faces.dmi.unibas.ch and www-users.york.ac.uk fail with nishi-plain recv_sh sub-verdict=3 then t12-incomplete-flight on every retry (a sovereign TLS gap, debt 1789605971 on nx_tls13_client); facescape.nju.edu.cn refuses the TCP connect from this vantage. nx_tlsprobe measures the loopback edge and is no control for a remote host
2026-09-18 queue refintake gate admitted to the production roster (trial GREEN 72/72); new seeded plan refcheck (refintake gate, discover and verify on private-ref:b7a71b7a, twincard gate, card check; hand run steps=5 ok, discover idempotent against the banked .sources bf3931bf) on a new daily clock row refcheck; tested closes on the next roster pass, operated on the first refcheck clock run; discover names one gap: en.wikipedia.org has no host row
AT23 Twin card: every value on a declared axis with side, unit, method and source; face axes are the canon ids; features per freckle; rulers censused · cell LANDED · gate NO-GATE-DECLARED
Contracttc_card_check · executor Organ · 3 u · stands on AT22
Definition of doneThe card the operator asked for beyond an Illusion card (a PNG of about a hundred unitless sliders with no provenance). knowledge/twincard.axes declares 14 sections and 114 values: 21 paired axes recorded per side, 13 region charts for one-row-per-freckle feature rows, 11 ruler rows naming the organ and symbol that measure each axis; nx_twincard check prints coverage, the method partition and the completed left-right pairs, and refuses by name (an undeclared axis, a group label, a value outside its band, a class word not declared, a side that contradicts the pairing, a duplicate, a bad feature, a shot naming no ref). Done-rule: nx_twincard_gate GREEN on the NAS and a card for a declared subject passing check. First card 2026-09-16: private-ref:b7a71b7a, 43 valid values, 0 measured, 11 of 21 pairs, 377 permil coverage.
Matrix celltwin-card-provenance-per-value-side-per-pair-feature-per-freckle · runtime/nx_twincard_lib.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_twincard_lib; declare nx_twincard_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-16 land knowledge/twincard.axes (13153 B), private-ref:b7a71b7a (4028 B) and nx_twincard_lib, nx_twincard, nx_twincard_gate landed on both trees hash-identical; nx_twincard_gate 73/73 GREEN on the laptop farm; ruler census rulers=11 present=2 absent=3 unjudged=6 (si_lstar_of_byte present for skin_L and hair_L; bf_stature_from_photo, bf_fit_from_photo and si_ita_of_lab absent on existing organs; nx_photomark, nx_areolamark and nx_lesionmap not built); check private-ref:b7a71b7a axes=43 valid=43 measured=0 observed=42 declared=1 pairs 11 of 21 coverage 377 permil
2026-09-16 lesson observed is class-5 evidence and the card says so on every row: 42 of the first card's 43 values are eyeball, and the ruler census is the number that turns them into measurements; a canon band is a hypothesis under test, so a face value is never range-checked against it; a group label is not an axis and is refused by name; a paired structure is two values or it is not recorded, because left-right asymmetry is identity
2026-09-16 queue build order from the census: nx_photomark (pm_landmarks, pm_canthal_tilt: the 2D photo landmarker, the twin of three-photo surgical fitting), nx_areolamark (am_areola_ratio, am_areola_diameter, am_nipple_diameter per side: the twin of VECTRA breast symmetry analysis), nx_lesionmap (lm_features: one feature row per freckle or mole in a region chart, the twin of VISIA spots and Antera melanin maps), si_ita_of_lab and chromophore maps on nx_skin_ita, bf_fit_from_photo and bf_stature_from_photo on nx_bodyfit; the 2D-in-any-pose and 3D-surgery renders are consumers of the card on the procgen and graphics boards; the neoclassical canons and the golden ratio stay hypotheses graded by evidence class and are never hard-coded as constraints
2026-09-16 queue listings the freshness ruler now watches for this board: the arXiv capture query [arxiv-capture-202609] and the CVPR 2026 open-access index [cvpr2026-openaccess]; SIGGRAPH 2026 is already mirrored in knowledge/library by the graphics board; the operator-pasted venue lists (IEEE VR, ISMAR, Eurographics, IoT-J, IPSN, MobiSys, CHI, ICRA, IROS, CoRL, HRI) are venues, not bars, and land only when an entry is fetched and read; robotics and embodiment belong to their own boards and the twin card is the form-agnostic identity both a renderer and a physical body would consume
2026-09-16 measure single-image-to-3D-human lineage read 2026-09-16: AvatarPopUp [arxiv-avatarpopup], HumanNOVA [humannova], IDOL and Ani3DHuman marked CVPR 2026 [gh-ani3dhuman]; every one is a feed-forward regressor with no per-value provenance, which is the exact gap the card closes and the reason none of them enters the build path; they run on the laptop as referees against the same 22 mirrored stills once the card carries measured rows to compare
2026-09-16 lesson the refs referee (nx_compare_refs_gate) carried a 64-key-per-register table (CRG_KMAX) and silently dropped every key past the 64th: this board was the first to declare more, so six freshly pinned keys read UNRESOLVED-MARK while their rows were in the register, and rows past the cap could never be counted UNCITED either. Root-fixed 2026-09-16: the key table is sized from the register bytes (a ref row is at least 12 bytes) and a full table now announces KEY-TABLE-FULL; the source carried mixed CRLF endings, so the fix was replayed as single-line anchored edits under a size ladder (83587 to 85018 B, every receipt matching its prediction)
2026-09-17 measure nx_skinsample_lib built: sRGB (200,150,120) measures L 66.08 a 14.85 b 23.12 ITA 34.8 within tolerance, the mask counts exactly the patch, all-blue is UNMEASURED (gate 21/21 laptop); the schema ruler rows repointed from ss_ to sks_ symbols, a dark-contract fix
2026-09-17 measure FIRST MEASURED VALUES on the private-ref:09b9baad card: nx_skinsample card private-ref:b7a71b7a bp-pic1 wrote skin_L 57.29 skin_a 13.02 skin_b 21.11 ita 19.1 deg (mask share 289 permil of 1920000 px, mean of the masked pixels in linear light); three further mirrored stills agree (L 56.3 to 57.3, ITA 16.4 to 19.5 deg, mask 145 to 321 permil). nx_twincard check: 47 valid, measured 4, observed 42, declared 1, coverage 412 permil, verdict OK
2026-09-17 queue ARENA-OVERRUN prints inside nx_jpeg_decode_rgb on every real JPEG (prev_alloc_size 256, plus 224 and 24 on a progressive file) while the synthetic-pixel gate is clean and the same file measures identically twice; filed on nx_jpeg_ascii (nonce at23-arena-1789603700) for the decoder owner; the caller also frees the RGB buffer with a guessed size and should read the decoder's own
2026-09-18 land twincard gate census fixture moved into /tmp/twincard_gate: a planted organ declaring its symbol (present), a planted organ without it (absent), a path removed at setup (unjudged), plus a follow-the-file control that strips the symbol and re-counts; RED 76/77 -> GREEN 80/80 on the laptop and the NAS; bite (census folding absent into unjudged) RED 77/80 on exactly the 3 census teeth, lib restore verified by hash; src 65b4a579 both trees, promoted 0fa6ac38 98,720 B with the 5 lost runs named (the 2 old runtime/ fixture rows and the 3 renamed census teeth); _offc installed; roster trial GREEN; admitted to the production roster with the photomark and refintake gates (admit 3 of 3, partition reconciles)
2026-09-18 lesson a fixture that names real-looking organ paths it assumes will never exist measures the tree, not the code: the census tooth went RED the day runtime/nx_photomark.nx was built; plant every bucket inside the gate's own scratch dir and remove the absent path at setup
AT24 Video intake through the clean-serve lane: KVS player pages, the function/0/ hash permutation undone, the clip mirrored and classified by its ftyp magic · cell PRESENT · gate NO-GATE-DECLARED
Contractri_kvs_real_url · executor Organ · 3 u · stands on AT22
Definition of doneOPERATOR 2026-09-16: thothub pages through clean-serve. The transform is gate-proven against an outside-oracle known answer (nx_refintake_gate 72/72); the live clip fetch is the referee and the fetcher body reserve is the open question. Feeds the gs_avatar_from_video watch.
Matrix cellvideo-intake-kvs-player-page-to-mirrored-clip · runtime/nx_refintake_lib.nx · PRESENT decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_refintake_lib; declare nx_refintake_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 measure nx_cleanview resolve found no media route on the thothub page through the guarded JS VM; the page itself carries video_url function/0/ and license_code, the KVS scheme; the sovereign transform matches an outside-oracle known answer (gate 72/72)
2026-09-17 land VIDEO INTAKE LIVE: nx_refintake videos mirrored the thothub clip through the sovereign KVS transform, 19551866 bytes carrying the ftyp magic, journaled VIDEO-OK; the transform's outside-oracle known answer and the live fetch agree, so the port is proven by the referee that matters
2026-09-17 queue motion and soft-tissue reference population refpop_motion0916 declared (Vimeo fine-art nude photography group, nude yoga image searches): unclothed movement feeds gs_avatar_from_video, st_params and joint range; the Vimeo player config scheme is the next video host pattern after KVS
2026-09-18 measure the contract ri_kvs_real_url is present at buildroot/runtime/nx_refintake_lib.nx line 650 (nx_shelltool grep, corpus_complete=1) and no matrix row named it, so built read UNOBSERVABLE; the row video-intake-kvs-player-page-to-mirrored-clip was added 2026-09-18
AT25 Tetrahedral volume mesh from the layered anatomy SDF (bone, muscle, fat, skin as nested boundaries) · cell LANDED · gate NO-GATE-DECLARED
Contractsdf_tetmesh · executor Organ · 6 u · stands on AT23
Definition of doneThe substrate every tissue solver needs: nested signed-distance layers (nx_skullsdf, nx_myo, nx_fascia, nx_skinwrap already emit surfaces) meshed into tetrahedra with per-layer material ids. OpenVDB [sota0916_openvdb] and the Infinigen layered procedural volumes [sota0916_infinigen] are the oracles; a mesh whose layers do not partition the body volume is refused by name.
Matrix cellsdf-tissue-layers · runtime/nx_sdf.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_sdf; declare nx_sdf TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-10-01 measure TRIANGULATED BAR as of 2026-10-01 for multi-material tetrahedral meshing of nested anatomical layers with quality guarantees: three method families stand and none dominates. Lattice methods for implicit and labelled input carry the only PROVEN element-quality bounds: isosurface stuffing fills an isosurface from precomputed stencils with dihedral angles within 10.7 to 164.8 degrees and has a graded variant, and lattice cleaving extends that to any number of materials with proven upper and lower dihedral bounds and proven geometric fidelity. Delaunay refinement with feature protection and sliver optimisation is the library standard for multi-domain segmented images, guaranteeing a radius-edge bound and termination but removing slivers only by optimisation. Envelope meshing of imperfect surface soups guarantees a valid floating-point mesh but not that every input triangle survives. A body-centred-cubic to mixed-element pipeline deformed to the labels is the newest peer-reviewed image-to-mesh entry and argues quality by comparison with four methods, not by proof. The current-month listing has no October entry and its newest on-subject September entries are two negative results (longest-edge n-section and largest-dihedral-angle bisection do not preserve tetrahedral shape regularity, 2609.29153 and 2609.18788), a labelled-MRI tissue meshing pipeline (emgforge 2609.17216) and adaptive Delaunay grids for reconstruction (ADELE 2609.06723) ; witnesses [tissue1001_isostuff2007] [tissue1001_latticecleave2014] [tissue1001_cgalmesh3] [tissue1001_ftetwild2020] [tissue1001_cbc3d2024] [tissue1001_arxiv_tetmesh_202609], five independent groups (Berkeley, Utah SCI, the CGAL project as a vendor-class library claim, NYU, the Chrisochoides group) plus the current listing ; where they disagree: the lattice methods prove dihedral bounds while Delaunay refinement proves only a radius-edge bound and states its strict criteria may not survive its own sliver optimisation, envelope meshing and Delaunay refinement both concede that input features can go missing (input triangles in one, input vertices in the other), the improved-stuffing talk limits stuffing to smooth geometry so thin or sharp layers need grading or a finer lattice, CBC3D trades pure tetrahedra for mixed elements to cut element count, and the September refinement results mean any adaptive bisection after meshing can void a construction-time guarantee unless quality is re-measured ; the estate's running lane builds a multi-material tetrahedral mesh from nested signed-distance layers, which is exactly the input class the lattice family is proven on, so it is AT the triangulated best only IF its gate proves cleaving-class dihedral bounds, that the layers partition the body volume, and a surface-fidelity bound per material, and it is BELOW the bar while it labels lattice cells by layer without conforming cleaving, proves no dihedral bound, or refines by bisection after meshing without re-measuring quality
2026-10-01 measure SOTA bar read 2026-09-30 from mirrored bytes: Lattice Cleaving (Bronson, Levine, Whitaker, IEEE TVCG 2014) [at25_latticecleaving] is the best-in-class multi-material tetrahedral mesher for implicit domains with bounded dihedral angles -- Theorem 1 proves a positive bound exists without giving a value, section 5.1 reports the worst case found for alpha_short 0.357 and alpha_long 0.203 as 2.76 and 175.426 degrees, and their 264^3 head MRI mesh read 4.33 to 157.98 degrees. Its two-material parent Isosurface Stuffing [at25_isostuffing] proves 7.6872 to 168.0481 degrees double-sided for its own stencils. The newest 2026 entry read is Quiriny, Lambrechts, Moes, Kucera, Remacle arXiv 2606.14301 (2026-06-12) [at25_tfem2026], which treats slivers solver-side (TFEM) because eliminating them is still costly; the meshing-side guarantee is its complement. The arXiv API listing answered 429 four times from the NAS, so that entry was located by search and read from its abs page, not from a dated listing.
2026-10-01 land sdf_tetmesh landed in runtime/nx_sdf.nx, additive (inserted after the incumbent's last function, no incumbent line edited; pre-change sha256 3a96c7cc2fae8985997b08493ec1cd12824301d843a48c749d9159f7d6ecd5d4 at 5661 B banked; consumer nx_csg_test recompiled clean as a compile-check only, not promoted): Lattice Cleaving [at25_latticecleaving] over K nested SDF layers -- BCC lattice, one cut per crossing edge at the linear interpolant's zero, alpha violation (0.357 short, 0.203 long), warp and snap with projection, the 24-tetrahedron generalized stencil with virtual points -- emitting NXTET1 through runtime/nx_tetmesh_lib.nx (40-byte header, i64 Q14 vertices, u32 tetrahedra with a material id, outside excluded) with the partition audit, exact per-layer volumes and a CORDIC dihedral ruler. Refused by name: layers-not-nested, unresolved-layer, two-interfaces-in-one-tetrahedron. Gate nx_sdf_tetmesh_gate PROMOTED sha256 d6304b5240a43a238e8a5d39fdf004255a06cabb3f4553586d99f596f7ff6cd8 (122873 B), offc installed, registered, /api/gate_run GREEN 30/30 path FAST; row added to aesthetictwin.gates; scratch row nx_sdf_tetmesh_gate_at25_staged reaped.
2026-10-01 measure nx_sdf_tetmesh_gate on the PROMOTED binary d6304b52 (nx_job_run, clock-chosen fixture radii 14 19 25 32 mm, 2 mm lattice): 240408 tetrahedra and 45137 vertices in 1.57 s from 457776 lattice tetrahedra, 44720 cuts, 7084 warped vertices, 35452 snapped cuts, 0 residual violations. Dihedral 17.089 to 147.475 degrees, beside the source's reported worst case for its alphas 2.76 to 175.426 and its 264^3 head MRI 4.33 to 157.98 [at25_latticecleaving], and Isosurface Stuffing's proven double-sided 7.6872 to 168.0481 [at25_isostuffing] -- a different test (smooth nested spheres, not their segmented MRI), so this is an estate number beside theirs, not a head-to-head win. The same fixture at the paper's alpha=0 setting reads 0 to 175.947 degrees: the bound is earned by the warp. Layer volumes against the closed form, mm3: bone 11429.489 vs 11494.037, muscle 17210.850 vs 17236.869, fat 36693.586 vs 36718.927, skin 71776.300 vs 71808.415; total 137110.225 vs 137258.248 (1.08 permil under, inscribed as the interpolation predicts), each inside its derived bound. Partition audit over 488484 faces: 0 non-positive, 0 overlap, 0 gap, 0 off-interface layer faces. Interface vertices 16352, worst distance to their sphere 286 Q14 units (0.017 mm). Two runs byte-identical NXTET1 (5891488 B). /api/gate_run on a further fixture (10 15 22 29 mm): 16.283 to 145.339 degrees, GREEN 30/30.
2026-10-01 lesson A face point chosen for geometry (the shorter diagonal) cannot be made to agree with the cell point once snaps leave a warped vertex's cuts at different ends of its edges: the first build REFUSED its own nested-sphere fixture with no admissible cell point (the refusal fired by name rather than emitting a non-conforming mesh). The pulling rule of consistent triangulations closes it by construction: face and cell points are the smallest-key INTERFACE POINT of their simplex (crossing-edge points and vertices already on an interface) in one global key order, so every face through the cell point holds a subset that contains it and chose it. Lattice Cleaving leaves exactly this virtual choice to a predetermined rule (its section 3.6, one solution within a space of valid possibilities) [at25_latticecleaving]; measured after the change: 0 refusals, 0 overlap, minimum dihedral above 16 degrees on four fixtures.
2026-10-01 queue One real run on the estate's own layered head is NOT reached today and is not claimed: the skull field lives inside nx_skullsdf.nx, a program with a main, so sdf_tetmesh cannot evaluate it, and nx_skinwrap emits an offset mesh, not a distance. Exact next step: nx_oo_extract the skull field evaluation out of runtime/_hdl_build/nx_skullsdf.nx into a lib; add a field layer kind beside NxSdfPrim in sdf_tetmesh (sdf_tm_eval is the one dispatch point); build bone, muscle, fat and skin as nested level sets of that field offset by the forensic depths nx_skinwrap reads from knowledge/face_tissue.dat (the partition rule refuses any offset that is not nested); mesh at 2 mm and journal tetrahedra, vertices, per-layer volume and the dihedral range. Also queued from the paper: graded octree cells (its 3.7) to cut element count in homogeneous regions; triple and quadruple points for layers that touch (today refused by name as unresolved-layer and two-interfaces-in-one-tetrahedron); a sampled-grid layer kind for segmented scans.
2026-10-01 measure TRIANGULATED BAR ADDENDUM as of 2026-10-01 for multi-material tetrahedral meshing of nested anatomical layers, written by a re-run of the tissue seat to resolve the conditional verdict of log 1790824275 now that sdf_tetmesh has landed in runtime/nx_sdf.nx with nx_sdf_tetmesh_gate: the lane implements lattice cleaving as published, a BCC lattice, alpha 0.357 short and 0.203 long, warp and snap, and the generalized 24-tetrahedron stencil with a consistent pulling rule [tissue1001_latticecleave2014], and its gate holds closed-form shell volume per layer, the layers summing to the outer ball, no overlap and no gap, interface faces on their interface, every interface vertex inside the interpolation band, positive volume for every tetrahedron, determinism, planted overlap and hole controls, and every dihedral inside the paper's worst case; the full text read today states that worst case as empirical, a minimum of 2.76 and a maximum of 175.426 degrees found for those alphas with much better angles in practice, and states that the algorithm works at a fixed resolution so any feature below the grid width is not captured [at25_latticecleaving]; a solver-side preprint read the same day adds that connected clusters or sheets of slivers can impose artificial constraints and lock a finite element solution unless the Jacobian is tempered [at25_tfem2026] ; witnesses [at25_latticecleaving] [tissue1001_latticecleave2014] [tissue1001_isostuff2007] [tissue1001_cgalmesh3] [tissue1001_cbc3d2024] [at25_tfem2026] ; where they disagree: cleaving guarantees that bounds exist and reports 2.76 to 175.426 degrees as found, far looser than the proven two-material stuffing range of 10.7 to 164.8 degrees, while the library standard removes slivers by optimisation after refinement and the solver-side preprint tolerates them instead ; the estate's running lane is AT the triangulated best by method class, since lattice cleaving is the family with proven bounds on nested implicit layers, and it is stricter than the paper where a layer is thinner than the step (refused by name instead of silently lost), and it is BELOW the bar on three named counts: the bound it enforces lets near-slivers reach the linear tetrahedra of AT26, and a sheet of them along an interface is the locking case the preprint names, with neither post-cleave quality optimisation nor a tempered solver in place; the lattice step is uniform with no grading, so the thinnest layer sets the step for the whole body where the adaptive image-to-mesh line cuts element counts; and the evidence is a nested-sphere fixture, with no anatomical layer set meshed yet
2026-10-01 measure nx_gate_bite nx_sdf_tetmesh_gate over runtime/nx_sdf.nx: comparison mutant at offset 2293 compiled and was KILLED (valid_mutants=1 killed=1 not_reached=0, verdict GREEN), source restored byte-identical at 51720 B and both deployed twins restored (mutant_live=0); two later aimed bites were refused by build admission (load), UNPROVEN, nothing claimed. Gate re-promoted as 7870416d06fc4b0b54bcd4b76716b1e3b3e277ccf2cbc4453e3246c8451ff356 (148080 B, content ruler GREEN lost_from_live=0, ONE-WAY-GAIN) with the NXTET1 reader tm_read and two more teeth: what tm_write wrote reads back byte-identical, and a file cut one tetrahedron short is refused by name (length-disagrees-with-counts); /api/gate_run GREEN 33/33 path FAST on a fixture of 10 16 23 29 mm, dihedral 16.283 to 143.349 degrees, alpha=0 control 0 to 176.535. A function-scoped let in the gate had clobbered the BCC ruler's printed values (78 and 88, the magic's N and X) after its teeth had passed; renamed and re-measured 59999 and 90000 before the promote.
2026-10-01 land Gate re-promoted as 7ff45c9da6d5d3f8ce43b595c31032a691ccfe0607b4cc641ac4362f5afb1c84 (148544 B; content ruler lost_from_live=0, ONE-WAY-GAIN) with three known-answer teeth that hold the subject's violation thresholds to the paper's own alpha_long 0.203 for primal-primal and dual-dual edges and alpha_short 0.357 for dual-primal edges [at25_latticecleaving], carried in the gate independently of the subject's constants; offc installed, /api/gate_run GREEN 36/36 path FAST with source_newer 0 on a clock fixture of 10 15 22 29 mm, dihedral 16.629 to 145.339 degrees, alpha=0 control 0 to 178.317. Declared in the nx_sdf.nx header, comment only: the paper's 3.8 summary warps every violated vertex to the centre of mass of all its violating interfaces, while this warps to the single closest cut when the violations come from one interface (the two-material rule 3.5 keeps) and to the centre of mass only across interfaces.
2026-10-01 queue Aimed mutation of the new code is UNPROVEN, nothing claimed: nx_gate_bite nx_sdf_tetmesh_gate nx_sdf.nx 2 aim sdf_tm_alpha 0 was refused by build admission four times (load above the conf ceiling while the 16K panorama render ran). The unaimed bite stands (killed=1 at a comparison site in the incumbent eval, source and twins restored). Next step: re-run that exact aimed command when admission grants; the alpha KAT teeth added in 7ff45c9d are the ones that site should kill (a dual-dual edge read as short returns 357000 against the paper's 203000).
2026-10-01 measure ADVERSARIAL VERIFIER, method classes RECEIPTS and INDEPENDENT RE-DERIVATION (wave 1). RECEIPTS: nx_filehash cmp of the promoted nx_sdf_tetmesh_gate.elf and _offc/nx_sdf_tetmesh_gate.elf identical=1, both sha256 7ff45c9da6d5d3f8 148544 B; /api/gate_run target=nx_sdf_tetmesh_gate re-run (job 1790829497, path FAST, source_newer=0) exit 0 verdict GREEN passed 36/36 (nx_catalog reads REGISTERED-UNAUTHORISED: no cap names the gate, so its MCP row was not callable; a gate_run with name= was refused 400 missing target, the route field is target=). RE-DERIVATION by hand from the printed radii 12 18 23 29 mm and step 2 mm: closed-form shells 4/3 pi (r_out^3 - r_in^3) with true pi give 7238229 / 17190795 / 26535986 / 51195394 milli-mm3 and ball 102160405 against the gate's 7238227 / 17190792 / 26535980 / 51195384 / 102160383; the differences (2 to 22) are exactly the gate's pi_micro 3141592 truncation (relative 2.1e-7), so the expected values AGREE; the mesh layer volumes 7181514 + 17162224 + 26513246 + 51166670 sum to 102023654 = the printed total and the closed forms sum to the printed ball; mesh-vs-closed-form errors 7.8 / 1.7 / 0.86 / 0.56 permil, all below the sphere (mesh inside, as an inscribed piecewise-linear surface of a convex ball must be). The derived volume bound recomputed from its stated rule (band = h^2/(8(R-h)) + l^2/(6R) + 1 um, facet edge l = h + 2 max(0.203 h, 0.357 h sqrt(3/4)) = 3236 um, times 4 pi (R+band)^2) reproduces the printed tolerances EXACTLY: bone band 196 um -> 366354, muscle 128 um -> 528591 + 366354 = 894945, ball 79 um -> 839452. ANGLE RULER: re-derived the BCC lattice tetrahedron (primal 0,0,0 and 2,0,0; dual 1,1,1 and 1,1,-1) by edge-perpendicular vectors: long edges 90 deg, short edges 60 deg, matching bcc_ruler 59999 / 90000 mdeg within the 1 mdeg tolerance. The MESH dihedral extremes (16105 / 143349 mdeg) could NOT be re-derived from the output: the gate prints no vertex coordinates, so that number stands on one instrument; queue: emit the worst tetrahedron's four vertices as VALUES so the angle can be recomputed outside the ruler. Outcome: NOT REFUTED on every recomputable number
AT26 Sovereign hyperelastic FEM step: Ogden and Mooney-Rivlin constitutive models on the tet mesh, implant as a rigid or soft body · cell LANDED · gate NO-GATE-DECLARED
Contractst_hyperelastic_step · executor Organ · 8 u · stands on AT25
Definition of doneThe soft-tissue reaction to an implant or a reshaped bone, computed from the first byte on the AT25 mesh. Referees outside the build path: FEBio [sota0916_febio] for the constitutive laws, SOFA [sota0916_sofa], SlicerTissue CAPS [sota0916_slicertissue] and SkinFlaps [sota0916_skinflaps] for the surgical cases; the done-rule is a displacement field within a stated tolerance of the FEBio oracle on a declared fixture.
Matrix cellfem-soft-tissue-twin · runtime/nx_softtissue.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_softtissue; declare nx_softtissue TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-18 queue nx_softtissue_gate (AT26, AT28) was on no roster conf (hence STALE: newest roster row 1787423657); trial GREEN 19/19 in 47334 ms, admitted to the main roster
2026-10-01 measure SURGERY BAR, implant leg read 2026-10-01: the closest published analogue of AT26's implant-as-a-body step is a mass tensor model predicting soft tissue over a designed mandibular PEEK implant from pre-operative CBCT, landmark error 0.9 mm and mean surface distance 1.0 mm face and 1.3 mm jaw-chin on 4 cases with one case past the 2 mm clinical bar (PMID 42645921); the 2026-09-18 review of orthognathic AI finds deep-learning and FEM soft-tissue prediction at comparable geometric accuracy with faster computation and names sparse paired longitudinal imaging as the evidence gap (PMID 42782992); patients perceive simulation accuracy at 91.0 percent for breast against 74.1 percent for face across 17 studies (PMID 42682868) [surg_pubmed_abstracts_b_202610]. AT26 reports its surface distance on the same kind of case before any comparison is claimed, and the face perception gap marks the face as where the field is weakest
2026-10-01 measure TRIANGULATED BAR as of 2026-10-01 for hyperelastic finite-element soft-tissue simulation for surgical planning: the solver class is nonlinear implicit FE with tissue constitutive laws, verified against analytical solutions and other verified codes (FEBio), and the 2026 clinical bar has moved from solving to identification and validation. A 2026 subject-specific breast study fits a first-order Ogden law per breast from prone MRI through a two-step gravity procedure and matches the standing 3D surface scan to a mean Hausdorff distance of 2.14 mm natural and 1.90 mm augmented, absorbing the implant into a higher apparent shear modulus. The current month's newest entry (2609.18109, 2026-09-16, revised 2026-09-29) jointly recovers the stress-free reference geometry and hyperelastic parameters from two or more gravity-loaded configurations by differentiable inverse FE on an MRI-derived breast. A July 2026 entry names volume locking and self-contact as the large-displacement failures of classical hyperelastic formulations and answers them with a quasi-incompressible volumetric term, augmented-Lagrangian contact and higher-order P2 and P4 elements ; witnesses [tissue1001_febio2012] [tissue1001_breastogden2026] [tissue1001_stressfree2609] [tissue1001_lockcontact2607] [tissue1001_arxivsearch_tissuefem_202609], four independent groups (Utah and Columbia, Peking Union Medical College Hospital, Purdue, the Djoumessi and Gizzi group) plus the current listing, two peer-reviewed and two preprints, beside the FEBio and SOFA project pages this board already pins ; where they disagree: the 2026 clinical study homogenises the implant into organ-level apparent stiffness while the contact literature resolves contact explicitly, the clinical study starts from prone MRI as if it were near the reference state while the September preprint says imaged states are loaded and the stress-free state must be solved for, Ogden exponents vary markedly between people so a population parameter set is not a twin, and verification against analytical cases is a different claim from validation against a standing scan in millimetres ; the estate's running lane builds a Newton-solved Mooney-Rivlin and Ogden FEM step with implant contact verified on closed-form homogeneous deformations, which is AT the FEBio verification standard for the step itself and BELOW the triangulated bar on three named counts: no stress-free reference recovery from posed or gravity-loaded scans, no per-person parameter identification validated against a 3D surface scan in millimetres (the 2026 bar is about 2 mm Hausdorff), and unless it uses a mixed, F-bar or higher-order formulation its linear tetrahedra will lock under the near-incompressibility soft tissue demands
2026-10-01 land st_hyperelastic_step LANDED in buildroot/runtime/nx_softtissue.nx as an additive tier (78002 to 132968 B, pre-change sha256 200e0bf0b5fb62a7e0ba640da0c39443f07e537a085516c68bf28b71042ab79a, post 8af2ecf4c10b25d935e1314220f36c679c84d147c01bb30aa2cab6b5f00960fc, XPBD code untouched): FEBio's uncoupled nearly-incompressible formulation [febio_tm41_mr] [febio_tm41_ogden] on linear tets, the Ogden family W = sum c/m^2 (l~^m - 3) + K/2 (ln J)^2 with Mooney-Rivlin as the pair (4c1, 2), (4c2, -2) and neo-Hookean as its c2 = 0 limit, principal-stretch stress and consistent tangent with the coalescent-eigenvalue limit, Newton-Raphson with a prescribed-displacement predictor, an augmented-Lagrangian (Uzawa) pressure per element as FEBio's own verification used [febio_maas_jbme2012], Dirichlet, dead nominal traction, and a rigid spherical implant with exact active-set contact (normal eliminated in a rotated nodal frame, curvature term in the tangent, release on tensile force). Gate buildroot/runtime/nx_softtissue_hyper_gate.nx (sha256 c71b168e) PROMOTED live sha256 0b1606cc91ca34046cefca1ae9979fd9fee22eb0aa8948f030b6e67b40d2d869 158732 B, registered, _offc twin installed; live run 28/28 GREEN and /api/gate_run exit_code 0 verdict GREEN path FAST 6280 B, row added to aesthetictwin.gates
2026-10-01 measure closed-form verification on the Maas 2012 sec. 4.1 problems and materials [febio_maas_jbme2012]: uniaxial MR C1 6.8 MPa C2 0, l 1.5: s11 21.5333333333 MPa FEM against 21.5333333333 closed, rel 2.2e-13; l 0.7 rel 6.3e-13; heel-pad Ogden c 0.0329 MPa m 6.82, l 1.5: 0.0754116434 MPa, rel 8.7e-11; l 0.7 rel 2.0e-12; MR with c2 = c1/4 at l 1.4 rel 8.1e-13 while c1 and c2 swapped reads 0.18 (bite-proven); lateral faces traction-free to 4.1e-13 of s11; max abs ln J 9.4e-14 under the augmented Lagrangian (atol 1e-10, 2 Uzawa passes); compressible penalty form (K 50 mu, no AL) against a bisection semi-closed form: s11 rel 2.1e-15, lateral stretch 0.879607804548 exact. SOURCE-BESIDE-ESTATE: Maas 2012 publishes these tests as Fig. 1 curves (excellent agreement) with no numeric error, so the estate error above is the first number published on this test; a FEBio run of the same fixture is the queued oracle
2026-10-01 measure tangent and solver: the element tangent against central differences of the internal force (h = cbrt(eps) L) has rel error 1.75e-10 for MR at a general F, 1.78e-10 for Ogden at a general F, 1.59e-10 at two coalescent stretches and 1.22e-10 at F = I (the limit branches), against 7.05e-2 for the material-only tangent; the principal-stretch MR Cauchy stress meets FEBio TM 4.1 eq. 450 transcribed in invariant form (no eigen-decomposition) to 1.68e-15; Newton residuals on a large dead-traction increment 0.948, 21.2, 0.698, 0.288, 2.12e-3, 6.41e-7, 5.19e-13 with observed order 1.88, against 15 iterations at order 1.06 for the material-only tangent; an irregular simple-shear patch test puts the interior node on the linear field to 0 and every F within 2.8e-16 of F-bar, s12 meets 2(c1+c2)g to 7.0e-16 and Rivlin's s11 - s22 = g s12 holds to 1.7e-16 (Ogden s12 to 1.0e-15); a dead nominal traction recovers its closed-form stretch 1.3 to 3.1e-15
2026-10-01 measure declared implant fixture (the FEBio comparison target): st_hyper_block 6x6x2 Kuhn cubes over 20 x 20 x 8 mm (147 nodes, 432 tets), base z = 0 fully fixed, uncoupled Ogden c 0.0329 MPa m 6.82 with K = 100 mu = 1.645 MPa (penalty, no augmentation), rigid frictionless sphere R 8 mm centred (10, 10, 16) at t = 0 moved -1.5 mm in z over 6 equal steps, top face z = 8 as contact candidates (49): every step converged; 5 contact nodes; max nodal penetration 0 mm against a bound of 5.3e-11 mm; total contact force 3.027 N, smallest nodal force 0.246 N (all compressive); displacement field L2 norm 3.224 mm, largest nodal displacement 1.606 mm; J in [0.879, 1.086]; strain energy 1.550 mJ; with contact switched off the same path penetrates 1.5 mm (bite-proven). Declared limits printed by the gate: node-to-analytic-surface contact leaves chord penetration up to the sagitta bound 0.347 mm at this mesh spacing, and linear tets with one volumetric constraint per element lock under near-incompressibility (hence K = 100 mu on this fixture)
2026-10-01 measure bar read 2026-09-30 for the soft-tissue FEM axis: the arXiv listing all:soft tissue AND surgery AND simulation, newest first [arxiv_softtissue_surgery_sim_202609], newest entry 2609.38483 (2026-09-29, causal deformation transmission for robotic indirect manipulation, off this axis); the newest ON-AXIS entry is 2606.01572 PINNOCHIO (2026-06-01), a physics-informed network for coupled hyperelastic interface-volume simulation in orthognathic surgery trained against high-fidelity FEM, i.e. the FEM-plus-surrogate pair AT26 and AT28 build; 2601.02088 PhysSFI-Net (2026-01) is the same class. No September 2026 hyperelastic-FEM formulation entry: the formulation bar for this rung stays FEBio TM 4.1 and Maas 2012, and the surrogate bar for AT28 is June 2026
2026-10-01 lesson a Newton tolerance below the ATTAINABLE residual never converges, and with K/mu near 1e4 the attainable residual is position rounding (eps L per dof) through the stiffness, not eps times the force: the first run stalled every augmented-Lagrangian re-solve and every small-increment step and read 9/28, with the uniaxial stress at exactly the first load step's value (4.0924 MPa = the l 1.1 closed form). The floor is now derived per iteration from the largest absolute row sum of K times eps L sqrt(n), stored, and the same gate read 28/28; the order tooth reads its asymptotic pair against that same stored floor, so the solver and its ruler cannot disagree on what roundoff is
2026-10-01 queue THE DONE-RULE ORACLE, run OUTSIDE the estate: FEBio 4.x on the identical declared implant fixture (20 x 20 x 8 mm block as 6 x 6 x 2 cubes each split into the six Kuhn tets of st_hyper_block, 147 nodes and 432 tet4 elements, base z = 0 fixed, uncoupled Ogden c1 0.0329 MPa m1 6.82 k 1.645 MPa with no augmentation, rigid frictionless sphere R 8 mm centre (10, 10, 16) prescribed -1.5 mm in z over 6 equal steps, nodes on z = 8 as the contact surface); export the nodal displacement field, mirror it through nx_research_fetch or the content door and pin it, then add the gate tooth: max nodal displacement difference against st_hyperelastic_step within a declared tolerance, printed beside FEBio's own contact formulation (its penalty or augmented-Lagrangian gap) so the comparison names which contact law each side used [sota0916_febio]
2026-10-01 queue AT25 INTEGRATION, the next code step once sdf_tetmesh lands: build the model with st_hyper_new(nn, ne), fill X and the tet table from the AT25 mesh and call st_hyper_prepare (orientation repaired and flips counted, degenerate tets refused); add a per-element material id with a material table (today one material per model) so bone, muscle, fat and skin layers carry their own Ogden or Mooney-Rivlin rows; mark the skin boundary nodes as contact candidates; replace the dense LU with a banded or sparse symmetric factorisation (the 324 and 441 dof fixtures are dense-tractable, a head mesh is not); then the AT27 GPU lowering and the AT28 surrogate train against this step
2026-10-01 queue FIDELITY RUNGS beyond this landing, each with its measured reason: (1) near-incompressible LOCKING of linear tets (one volumetric constraint per element) -- a nodally averaged pressure or F-bar tet, or tet10, proven by a bending fixture against a fine-mesh reference; (2) a SOFT implant (silicone gel as a second hyperelastic body with body-to-body contact) beside the rigid sphere; (3) implant SHAPE beyond the sphere (an anatomical implant from an SDF with its gradient as the contact normal); (4) segment-to-surface contact to remove the printed chord sagitta. Unpromoted build declared: nx_softtissue_gate was rebuilt --build-only (_build fossil now 90607 B sha256 9dab00fe4f156e081a7a49eb87229ea7c705014486bb7a1c308073fd1bcaf390) as a compile-and-neutrality check only, ran staged 19/19 GREEN against the extended lib, and was deliberately NOT promoted (its live binary is another lane's)
2026-10-01 measure mutation-bitten on the shared lib with the harness aimed inside sth_material (nx_gate_bite aim): site 76, the 2.0 of the D_aa tangent term that leaves every stress unchanged, KILLED (valid_mutants 1, not_reached 0); site 90, the 0.25 of the coalescent-eigenvalue limit, KILLED; both runs restored the shared source byte-identical (132968 B) and both deployed twins (live and _offc stay 0b1606cc). The gate added to knowledge/gateroster.conf with its reason (14 importers of nx_softtissue.nx). Note for the build lane: an unflagged rebuild after the bite chose FLAVOUR debug from the incumbent (detected a DWARF line table on the release-promoted twin) and left a 177776 B fossil; --release reproduced the promoted 158732 B byte-identical, so BUILT equals PROMOTED again
2026-10-01 queue For the hyperelastic step (nx_softtissue_hyper_gate already on linear tets): the AT25 volume is NXTET1, written by tm_write and read back byte-for-byte by tm_encode in runtime/nx_tetmesh_lib.nx -- 40-byte header (magic NXTET1, vertex count, tetrahedron count, layer count, 16384 units per mm), i64 Q14 vertices, u32 tetrahedra positively oriented with a u32 layer id (0 bone, 1 muscle, 2 fat, 3 skin). Every nx_sdf_tetmesh_gate run leaves a fresh four-layer mesh at /tmp/nx_sdf_tetmesh_gate/nested_spheres.nxtet (5891488 B on the promoted run). Next step: an NXTET1 reader in the AT26 lib so the FEM step runs on sdf_tetmesh output with a material per layer.
2026-10-01 retract The AT26 queue row above says NXTET1 is read back byte-for-byte by tm_encode; that is wrong. No NXTET1 reader exists yet: tm_encode only writes the bytes, and the gate proves wholeness by bytes written equal to the encoded length and determinism by comparing two independent encodings. The reader is the AT26-side next step that row names.
2026-10-01 measure TRIANGULATED BAR ADDENDUM as of 2026-10-01 for hyperelastic finite-element soft-tissue simulation for surgical planning, written by a re-run of the tissue seat that first re-verified log 1790824284 and its refs (15 of 15 mirrors hash-identical to their pins) and then read the two sub-axes that row left to a preprint, near-incompressibility and contact with implants, against the lane that landed tonight in runtime/nx_softtissue.nx: NEAR-INCOMPRESSIBILITY, the standard linear tetrahedron locks for almost incompressible tissue and the average nodal pressure tetrahedron, extended so that it handles multiple material interfaces uniformly, removes the locking at small cost in a surgical simulator [tissue1001_nonlockingtet2009], while tissue near Poisson 1/2 stays notoriously hard to simulate and an inversion-robust Neo-Hookean energy with closed-form eigensystems projects the Hessian to semipositive definiteness [tissue1001_stablenh2018]; CONTACT, an implicit barrier formulation keeps the whole trajectory intersection- and inversion-free regardless of material, step size, impact speed or deformation, and its authors' comparison finds engineering and graphics codes failing with instabilities and constraint violations as contact counts and step sizes vary [tissue1001_ipc2020], while the two published aesthetic planners read on this board do not model the implant as a contact body, one inserting it as displacement templates of internal body forces with no accuracy figure [tissue1001_georgii2014] and the 2026 study absorbing it into an apparent stiffness [tissue1001_breastogden2026]; IDENTIFICATION, fitting tissue stiffness from two gravity-loaded configurations is established with a within-subject variation of 10.7 to 27 percent [tissue1001_griesenauer2017], and the September preprint extends it to the unloaded geometry itself [tissue1001_stressfree2609] ; witnesses [tissue1001_nonlockingtet2009] [tissue1001_stablenh2018] [tissue1001_ipc2020] [tissue1001_georgii2014] [tissue1001_griesenauer2017], five further independent groups (the Western Australia surgical-simulation laboratory, Pixar, the Pennsylvania, NYU and Adobe contact group, the Westermann and Kovacs group, Vanderbilt), all peer-reviewed, which with the four of log 1790824284 makes nine groups on this axis ; where they disagree: robustness by refusal against robustness by construction, because an uncoupled law with U(J) = K/2 (ln J)^2 is undefined at J <= 0 so an iterate that inverts an element must be refused or cut back, while the barrier and stable-energy line keeps every iterate valid; the planners treat the implant as a load and the contact line treats it as a body; Vanderbilt identifies stiffness from supine pairs about a known reference while the September preprint says the imaged reference is itself loaded ; the estate's running lane builds uncoupled Ogden and Mooney-Rivlin laws with a consistent tangent on linear tetrahedra, a per-element augmented-Lagrangian pressure, Newton on load increments, and a rigid spherical implant held by an active set with exact elimination of the contact normal (frictionless, node against an analytic surface, J <= 0 refused by name); it is AT the bar for constitutive verification, AHEAD of those two planners in carrying the implant as a contact body, and BELOW the bar on four named counts: one volumetric constraint per linear tetrahedron still locks (the lane declares this, and its named next rung of a nodally averaged pressure must carry the multi-material interface extension or it fails exactly at the bone, muscle, fat and skin interfaces AT25 produces), inversion is refused rather than prevented, contact is a rigid analytic sphere against nodes rather than mesh against mesh with self-contact and a deformable implant, and no stiffness or reference geometry is identified from a person's scans
2026-10-01 land MATERIAL TABLE, the layered-tissue prerequisite for AT25, landed in the same tier: each element reads the material row its STH_MATID entry names (row capacity = element count, which no material count can exceed); st_hyper_material_mr / st_hyper_material_ogden write a row, st_hyper_assign / st_hyper_assign_box set rows per element or by reference-centroid box, st_hyper_set_mr / st_hyper_set_ogden keep their contract by writing row 0; the Uzawa pressure update uses each element's own K. Every intermediate edit compiled (the row travels through the workspace sth_defgrad already loads per element, so no signature changed mid-sequence); the pre-change lib was banked at knowledge/status/bank_nx_softtissue_at26_8af2ecf4.nx. Lib now sha256 7a92753a52accf18f4ca1caed04a79fd4c22fbb070c07ef8b023f8e5564fc0ca 137108 B. Gate re-PROMOTED sha256 bbac9d80755808cc7f051c086da0b60dd8d18d43ef92751630f10a9aa34ad8f6 166905 B (content ruler GREEN, lost_from_live 0, one-way gain of the three T11 teeth), _offc twin installed, /api/gate_run exit 0 GREEN 7035 B, 31/31
2026-10-01 measure two-material laminate (T11): a 2x2x2 block with MR c1 6.8 c2 1.7 MPa (K 1000 mu) for Y below L/2 and the heel-pad Ogden (K 1000 mu) above, 24 of 48 tets assigned row 1 by centroid box, stretched l 1.4 along X under the augmented Lagrangian; incompressible isotropic layers share F = diag(l, l^-1/2, l^-1/2) whatever their stiffness, so the exact solution is homogeneous in F with each layer carrying its own closed form: every element F within 1.05e-10 of every other, the MR layer s11 19.9670204082 MPa to 4.7e-12, the Ogden layer 0.0463320374826 MPa to 1.7e-9; judged by the other layer's closed form the Ogden layer misses by 0.998 (neg-control: the table takes effect). Every pre-existing gate value reproduced digit for digit after the refactor (single-material behaviour unchanged)
2026-10-01 measure consumer neutrality, measured by artifact: nx_softtissue_gate rebuilt --build-only --release against the final lib (7a92753a) is BYTE-IDENTICAL (sha256 9dab00fe4f156e081a7a49eb87229ea7c705014486bb7a1c308073fd1bcaf390, 90607 B) to its build against the first AT26 lib state, and that artifact ran staged 19/19 GREEN: the compiler emits only reachable functions, so the FEM tier lands in no importer's binary unless it calls it. Its build is a fossil refresh only, deliberately NOT promoted (another lane's gate). Scratch rows nx_softtissue_hyper_gate_at26_staged and nx_softtissue_gate_at26_staged reaped; scratch ELFs retired reversibly to knowledge/retired/
2026-10-01 measure ADVERSARIAL VERIFIER, METHOD CLASS RECEIPTS (reproduced on the promoted binary, nothing rebuilt): nx_filehash cmp serving root nx_softtissue_hyper_gate.elf vs _offc twin identical=1, both sha256 bbac9d80755808cc7f051c086da0b60dd8d18d43ef92751630f10a9aa34ad8f6 166905 B (nx_catalog BUILT=PROMOTED 166905 B). Re-ran /api/gate_run target=nx_softtissue_hyper_gate (job 1790829498, path FAST, exit 0, source_newer=0): passed 31/31 verdict=GREEN, five neg-controls BITE-PROVEN. Every lane figure reproduced from the emitted values: Mooney-Rivlin uniaxial relerr 2.179e-13 (l=1.5) and 6.343e-13 (l=0.7); Ogden relerr 8.708e-11 (l=1.5) and 2.010e-12 (l=0.7); Newton observed order 1.880 consistent vs 1.065 material-only tangent; implant contact force 3.0268 N, displacement l2 norm 3.2239 mm, max penetration 0 mm (bound 5.3e-11), 5 active of 49 candidates, min J 0.879. Spot arithmetic by hand from the declared inputs agrees: 2(1.5^2-1/1.5)6.8 = 21.5333 MPa, 2(0.49-1/0.7)6.8 = -12.7646 MPa, (0.0329/6.82)(1.5^6.82-1.5^-3.41) = 0.07541 MPa, shear 2(6.8+1.7)0.6 = 10.2 MPa. Board: AT26 rung row present plus 20 further AT26 rows. Outcome: CONFIRMED, no claim refuted. Scope: this is one reading of one instrument (the gate) and the hand checks re-use its closed forms, so it counts as the receipts class only
AT27 GPU tissue kernel: the same step lowered to the WGSL compute lane, thousands of variants in parallel · cell WATCHING · gate UNRECORDED
Contractwg_tissue_step · executor Organ · 6 u · stands on AT26
Definition of doneNVIDIA Warp [sota0916_warp] is the September 2026 bar for GPU-native tissue physics; the estate lowers ONE source to the WGSL lane (scale from a sensor to a supercomputer) and the CPU step is the bit-exact referee.
Matrix cellgpu-tissue-physics · runtime/nx_wgsl.nx · WATCHING decl
Gatenx_wgsl_compute_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work logno log row names this rung yet
AT28 Surrogate predictor trained on FEM runs: instant post-operative shape prediction with a stated error against the solver · cell WATCHING · gate NO-GATE-DECLARED
Contractst_surrogate_predict · executor Organ · 8 u · stands on AT27
Definition of doneThe PINN class the field uses for consultation-speed prediction, trained on AT26 runs over AT25 cohorts through the sovereign nofloat engines; it ships only with its error against the solver printed beside every prediction.
Matrix cellfem-surrogate-predictor · runtime/nx_softtissue.nx · WATCHING decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_softtissue; declare nx_softtissue TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-10-01 measure COSMETIC-SURGERY BAR SB-SURGOUTCOME-2609 landed from eight sources read 2026-10-01 and attested against the Europe PMC listing (newest 2026-09). The rungs that climb to it: AT25 the tet mesh from the layered SDF, AT26 the hyperelastic FEM step with the implant as a body, AT27 the GPU kernel for variants, AT28 the surrogate trained on AT26 runs (the class PhysSFI-Net and PINNOCHIO define), AT29 the landmark morph as the rhinoplasty card diff. The numbers the estate must beat on held-out pre and post pairs: face soft tissue below 1.07 mm global shape, 1.30 mm surface and 2.45 mm landmark error (PhysSFI-Net, 33 external patients) and below 1.17 mm mean (Radboud, 458 patients, nose 0.55 mm, chin 1.60 mm); breast volume within 10 percent in more than 73 percent of breasts with mean error below 7.52 percent, including above 650 cc where Vectra degrades (154 breasts); rhinoplasty dorsum within 1 mm at long-term follow-up (29 of 198 patients at 1 to 3 mm). Arbrea's 100 percent is implant-choice concordance, never a shape error, so it is not the number. Open ground: the 2026 review found no accuracy study for any procedure beyond breast augmentation and rhinoplasty, so body contouring and facelift prediction have no published bar yet. Gap: the estate holds no paired pre and post-operative 3D cohort, so AT25 to AT29 can be built and gated on synthetic fixtures but none can be scored against these numbers until a licensed paired cohort is admitted
2026-10-01 measure TRIANGULATED BAR as of 2026-10-01 for independent validation of the commercial simulations against post-operative results (surgerytwin axis 2), THE NUMBERS THE ESTATE MUST BEAT: BREAST, Vectra XT simulation against the 3-month post-operative 3D scan gives an RMS surface deviation of 4.5 +/- 1.1 mm, an AP projection error of 8.82 +/- 5.64 mm and a volume error of 21.5 +/- 10.3 cc (91.9 percent) on 84 breasts with ptotic and tuberous breasts EXCLUDED (Wuhan) [stri_val_assaaeed2024], and volume within +/-10 percent in only 73 percent of 154 breasts, mean error 7.52 percent, degrading above 650 cc and least accurate at nipple-to-IMF (Montreal, prospective) [stri_val_lorange2026]; RHINOPLASTY, Crisalix overestimates nasal tip projection by 0.7 +/- 1.5 mm (P .009) with nasal length within -0.3 +/- 1.7 mm on 38 noses (Japan) [stri_val_yamamichi2025], while with VECTRA the real tip came out MORE projected than simulated and a blinded panel preferred the real result in 77.5 percent of 40 cases (Yale) [stri_val_persing2018]; COVERAGE, a 2026 systematic review finds 17 validation studies, 12 breast and 5 rhinoplasty, none for any other aesthetic procedure, and dissatisfaction with simulated information in 25 percent of patients [stri_val_atiyeh2026]. So the estate wins only with: breast surface RMS below 4.5 mm and projection error below 8.8 mm INCLUDING ptotic and tuberous breasts, volume within 10 percent in more than 73 percent of breasts including above 650 cc, rhinoplasty tip-projection bias below 0.7 mm with SD below 1.5 mm and no systematic sign ; witnesses [stri_val_assaaeed2024] [stri_val_lorange2026] [stri_val_yamamichi2025] [stri_val_persing2018] [stri_val_atiyeh2026] (five independent peer-reviewed groups: Wuhan, Montreal, Fukuoka-Tokyo, Yale, Beirut) ; where they disagree: the tip-projection error has OPPOSITE signs in the two products; Wuhan's 91.9 percent volume accuracy and Montreal's 73 percent within 10 percent are different metrics on different cohorts (Wuhan excluded ptosis, Montreal shows the decline above 650 cc); the review says Assaaeed did not comment on shape although that abstract reports the 4.5 mm surface RMS, and says Yamamichi found increased nasal length where the primary text shows no significant nasal-length simulation error; COMPARED WITH THE PM LANE: AGREE on Lorange 73 percent and 7.52 percent, on the review's 12 plus 5 and on Yamamichi rho 0.66; its numbers-to-beat carry no breast SURFACE error and no tip-projection sign, which these rows add, and it carries a long-term dorsum bar (1 to 3 mm in 29 of 198 noses, PMID 42522961) that this lane did not read ; the estate's running lane (AT25 to AT28: the implant as a body in a layered hyperelastic tissue volume, a surrogate with its error printed) targets exactly these quantities but is BELOW the bar today: it holds no paired pre and post-operative 3D cohort and has scored no prediction against a post-operative scan, so every number above is unbeaten and unmeasured by the estate
2026-10-01 measure TRIANGULATED BAR as of 2026-10-01 for the research frontier of patient-specific aesthetic-surgery prediction (surgerytwin axis 3), method by method: (1) bone-driven facial soft-tissue prediction is the ONLY line with millimetre validation against post-operative 3D: physics-informed geometric deep learning reaches surface deviation 1.296 +/- 0.349 mm, global shape 1.070 +/- 0.088 mm and landmark 2.445 +/- 1.326 mm, trained on 135 and externally validated on 33 patients (peer-reviewed, npj Digit Med 2026-08-19) [stri_arx_physsfi2026]; a physics-informed network that couples bone-tissue interface motion to volumetric hyperelastic deformation beats baselines on 40 patients far faster than FEM and needs no volumetric ground truth (preprint 2026-06-01, no mm in the abstract) [stri_arx_pinnochio2606]; implicit SDF plus deformation decoders improve lips and chin (preprint 2025-12) [stri_arx_nice2512]; (2) the aesthetic-procedure line is 2D generative and does NOT predict: diffusion rhinoplasty previews show a negative paired ArcFace gain toward the real result for every method on 211 plus 457 pairs [stri_arx_envisage2606] and commercial image-edit APIs moved no output closer to the real post-operative photo [stri_arx_ilyosbekov2608]; (3) the newest listings, read 2026-10-01T02:46Z, hold no October entry and only HOMONYMS in September (knot-theory cosmetic surgery 2609.32507, brain-metastasis postoperative appearance 2609.35195), so September is the newest month and it has no on-subject arXiv entry; the newest on-subject arXiv entry is 2608.02841 of 2026-08-03 [stri_arx_aesthsurg_listing] [stri_arx_orthog_listing] [stri_arx_postop_listing] ; witnesses [stri_arx_physsfi2026] [stri_arx_pinnochio2606] [stri_arx_nice2512] [stri_arx_envisage2606] [stri_arx_ilyosbekov2608] (five independent author groups, one peer-reviewed, three listings read) ; where they disagree: physics-informed learning claims accuracy AND biomechanical consistency where a pure learned decoder (NICE) claims accuracy alone; the 3D line validates only bone-driven change, so the procedures this board serves (implant, rhinoplasty, facelift, liposuction) have NO learned 3D predictor validated against post-operative scans, and the 2D line measures identity, not geometry; COMPARED WITH THE PM LANE: AGREE on PhysSFI-Net, PINNOCHIO and no October entry; DISAGREE on the newest on-subject arXiv entry, which it names PINNOCHIO 2026-06-01 because its abstract-only query required prediction, simulation or outcome and missed the newer 2606.28628 and 2608.02841, and on the PhysSFI-Net date (the npj page reads 2026-08-19, the 2026-08-20 it cites is the arXiv v3 revision); it adds the Radboud 1.17 mm over 458 patients and a 2026-09-18 Europe PMC review that this lane did not read, so PubMed carries a September on-subject record where arXiv does not ; the estate's running lane builds AT26 hyperelastic FEM with AT28 a PINN-class surrogate trained on its runs, the frontier's own method class, so by DESIGN it is AT the frontier and by MEASUREMENT it is BELOW it: no estate prediction carries a millimetre error against any post-operative scan, the frontier's 1.3 mm is driven by planned skeletal movement over imaged bone that a photo-built twin does not hold, and a fixture-only gate can prove solver agreement but not clinical accuracy
2026-10-01 measure TRIANGULATED BAR as of 2026-10-01 for post-operative outcome prediction from 3D twins and its measured accuracy: for the face the bar is learned prediction validated on post-operative scans at about 1 mm, a clinical 3D morphable model simulating orthognathic outcomes at 1.1 plus or minus 0.3 mm (2019) and the 2026 physics-informed geometric network PhysSFI-Net at 1.07 mm global shape error, 1.30 mm surface deviation and 2.45 mm landmark error with 1.43 mm Hausdorff on an external cohort. For the breast the commercial bar is Vectra-class simulation, measured independently in 2026 at 73 percent of breasts within plus or minus 10 percent of post-operative volume (average error 7.52 percent, worse above 650 cc) and in 2024 at 21.5 cc volume error, 4.5 mm surface RMS and 8.8 mm projection error. Learned surrogates trained on FE runs reach 0.16 to 0.64 mm against the solver for the face and sub-millimetre at 0.010 s in a 2026 SOFA-calibrated graph network, after the earlier U-Net surrogate class. The August 2026 systematic review finds only 17 studies that measure simulation against outcome (12 breast, 5 rhinoplasty, none for any other aesthetic procedure). No arXiv listing carries a September or October 2026 entry on outcome prediction: the orthognathic newest are PINNOCHIO (2026-05-31, 40-patient cohort) and PhysSFI-Net v3 (2026-08-19), and the plastic-surgery newest on-subject entry is from August 2025 ; witnesses [tissue1001_knoops2019] [tissue1001_physsfi2026] [tissue1001_vectrabreast2026] [tissue1001_vectrabreast2024] [tissue1001_simreview2026] [tissue1001_lampen2022] [tissue1001_gnnsurrogate2608] [tissue1001_umesh2020] [tissue1001_arxivsearch_orthognathic_202609] [tissue1001_arxivsearch_plasticsurgery_202609], eight independent groups (UCL, the PhysSFI-Net authors, Montreal, Wuhan, Beirut, RPI with Houston Methodist, Basel, Inria) plus two listings ; where they disagree: the two breast studies measure the same Vectra software and disagree on its accuracy (a 91.9 percent accuracy rate in Wuhan against 73 percent within 10 percent in Montreal, and an 8.8 mm projection error the Wuhan authors still call remarkably accurate), the review says dissatisfaction with simulation accuracy is not negligible, surrogate papers report error against their own FE solver rather than against post-operative scans, the Basel preprint ties force quality to calibration so a surrogate inherits its solver's calibration error, and the face bar (about 1 mm) and the breast bar (volume percent and 4.5 mm RMS) are measured in different units on different procedures, so no single number is the bar ; the estate has no running AT28 predictor yet (the surrogate watch is still absent and AT26 is its substrate) and the matrix contract prints only the error against the solver, which is BELOW the triangulated bar because the bar is error against post-operative 3D scans in millimetres and cubic centimetres, so the accept rule owes two numbers per prediction: surrogate-to-FE error and prediction-to-post-operative-scan error on a declared cohort
2026-10-01 measure TRIANGULATED BAR ADDENDUM as of 2026-10-01 for post-operative outcome prediction from 3D twins, written by a re-run of the tissue seat after re-verifying log 1790824293 and its pins: an independent Guangzhou group adds the SHAPE bias that volume and surface metrics do not report, since against the actual 3D result of 103 augmentations the simulation put 52.9 against 49.2 percent of the volume in the upper pole and 47.1 against 50.8 percent in the lower pole, with nipple-to-fold distance and base width each 0.3 cm larger in reality, the length differences not significant in larger breasts and the pole split not significant in wider chests [tissue1001_zhou2024]; the 2014 finite-element planner for the same operation reports patient use cases and no outcome error [tissue1001_georgii2014] ; witnesses [tissue1001_zhou2024] [tissue1001_vectrabreast2026] [tissue1001_vectrabreast2024] [tissue1001_georgii2014], Guangzhou a ninth and the Westermann and Kovacs group a tenth independent group on this axis ; where they disagree: Montreal scores volume within 10 percent [tissue1001_vectrabreast2026] and Wuhan scores volume, surface RMS and projection [tissue1001_vectrabreast2024], while Guangzhou shows the simulated volume sitting systematically in the wrong pole, so a volume-only or RMS-only score can pass a prediction whose shape is biased ; the AT28 accept rule therefore owes a third number beside surrogate-to-solver and prediction-to-scan error, the upper and lower pole volume split and the nipple-to-fold distance against the post-operative scan, and the running lane is unchanged and BELOW the bar: st_surrogate_predict is still absent from runtime/nx_softtissue.nx, so no estate prediction has been scored against any post-operative scan
2026-10-01 queue SURGERY CHAIN PRIORITY: the operator named the cosmetic-surgery win level the primary investment, yet the ranker stages AT27 (1000), AT29 (120) and AT28 (12) after the 1.0 likeness axes because the milestone ladder and the rival columns put them there. The fix belongs on the board as data, never as a bent cost model: either a sponsor row carrying the operator's verbatim words (humans have the most value in digital twinning, the cosmetic-surgery win level) naming AT26 to AT29, or the surgery chain moved into milestone M2; and a rung for a licensed paired pre and post-operative 3D cohort (face and breast) under AT28, because without held-out pairs none of the SB-SURGOUTCOME-2609 numbers (1.07 mm, 1.17 mm, 73 percent within 10 percent, 7.52 percent) can be measured against the estate. Next step for the board owner: land the sponsor or milestone row, then re-run nx_compare_rank aesthetictwin
2026-10-01 measure ADVERSARIAL VERIFY of the pm wave-1 October attest, three method classes. (1) RECEIPTS re-run: nx_barfresh cur=2026-10 verdict FRESH on aesthetictwin 26 bars, skintwin 7, softbody 3, anatomy 10, twiningest 11, graphics 7, pano360 4, every bar state ATTESTED (fresh=0, stale=0, unattested=0), so FRESH is the board verdict carried by this-month attestations, not 26 current-month bars; graphics.rank sha256 f84a967e and twiningest.rank 97b9b3b4 reproduced by nx_filehash. (2) CONTENT, nx_txtscan over the mirrors the barscan rows name: twin_hair rf_15e97f50 holds FurE dated 2026-09-28 (row says newest 2026-09); twin_fewshot rf_de88497a holds only DiGS-Avatar 2026-08-21 (row says 2026-08); graphics arxiv_co_siga2026 cmp_graphics_arxiv_co_siga2026_202610.xml holds 2609.37167 updated 2026-09-29, 29 entries published 2026-09 and 0 published 2026-10 (row says 29 and nothing October); aesthetictwin arxiv_craniofacial rf_8643dfc8 lists 15 results, the first 2608.16535, 0 abs links to 2609 (row says newest 2026-08); surg_europepmc_listing rf_570050b4 holds firstPublicationDate 2026-09-22 once and 2026-10 zero times, PMID 42782992 present. All five reproduced. (3) INDEPENDENT: nx_filehash of every SB-SURGOUTCOME-2609 mirror against its refs pin: the 11 rows grounded SB-SURGOUTCOME-2609 (surg_pubmed_abstracts, physsfinet, pinnochio, arbrea_evidence, crisalix_home, yamamichi, europepmc_listing, arxiv_listing, pubmed_abstracts_b, envisage, localize) all MATCH, plus canfield-vectra-xt cited by the bar (cmp_aesthetictwin_canfield_vectra_xt.html and rf_2bac5e10 both 688c0f84, MATCH) = 12 of 12; heads checked by title tokens (Lorange breast-augmentation efetch, PhysSFI-Net 24, PINNOCHIO 20, Arbrea title 4 and no challenge marker, Crisalix 80, Yamamichi title 4, Envisage 24, Localize 11, PEEK 6, 2606.01572 in the arXiv listing): named documents, no stub or challenge page. Caveat named: only 11 refs rows carry SB-SURGOUTCOME-2609 as grounds, the twelfth pinned source is canfield-vectra-xt grounded on another row. Outcome: not refuted.
2026-10-01 measure BACKFILL-HUMAN (a) the face millimetre bar inside SB-SURGOUTCOME-2609: millimetre validation against post-operative 3D now counted from THREE groups: (1) PhysSFI-Net (existing row surg_physsfinet_2026, global shape error 1.070 mm on an external cohort of 33, read at abstract level by the PM lane, affiliations not re-read here); (2) PINNOCHIO, Rensselaer Polytechnic Institute with Houston Methodist and Baylor, FULL TEXT read from the arXiv HTML (refs surg_pinnochio_2026_ft, mirror knowledge/fetched/cmp_aesthetictwin_bfh_pinnochio_2606_01572.html sha256 f094092b): fine-tuned on real postoperative surfaces, Chamfer 1.12 mm, Hausdorff 2.73 mm, 86.55 percent of facial area under 2 mm; (3) Radboud 3D Lab, Nijmegen (Berends 2025, PMID 40505289), 1.17 plus or minus 0.49 mm over 458 patients, nose 0.55 to chin 1.60 mm: the open CC BY full-text PDF is MIRRORED (refs surg_berends_radboud_2025_ft, knowledge/fetched/cmp_aesthetictwin_bfh_berends2025_radboud_fulltext.pdf sha256 bef80709, located through OpenAlex knowledge/fetched/cmp_aesthetictwin_bfh_openalex_2doi.json) but its BODY IS NOT YET READ: nx_pdf_text job 1790827977 (started 1790827900, output /tmp/bfh_berends2025.txt) was still CLAIMED at 1790830880, and the Amsterdam UMC copy answered 403; its numbers here come from the Europe PMC record. Independent count 3 groups, 1 read in full text this lane; caveat: PhysSFI-Net benchmarks against ACMT-Net, a Houston Methodist line, so its independence from PINNOCHIO rests on distinct author lists, not on affiliations read. Remaining step: read the Radboud body when that job's .claim reads DONE, or re-run nx_pdf_text on the mirror in a quiet window
2026-10-01 queue BACKFILL-HUMAN (b) rhinoplasty tip-projection bar: Horoz and Sariguney 2026 (PMID 42522961, J Craniofac Surg, DOI 10.1097/scs.0000000000013213) full text NOT obtainable, a PAYWALL: Europe PMC marks it Subscription required, isOpenAccess N, inEPMC N (knowledge/fetched/cmp_aesthetictwin_bfh_epmc_core_2pmid.json sha256 61ca508b) and OpenAlex lists no open location, best_oa_location null (knowledge/fetched/cmp_aesthetictwin_bfh_openalex_2doi.json sha256 ff02813c); its record reports dorsal-contour discrepancies of about 1 to 3 mm between simulation and outcome and tip ptosis as 8 of 25 revisions, but no tip-projection sign. Read in full instead: the Atiyeh 2026 review (American University of Beirut, PRS Global Open, refs surg_atiyeh_review_2026_ft, sha256 58d4ef5f), which records BOTH signs by software, Crisalix over-projects the tip (Yamamichi 2025) while Vectra under-projects it (Persing 2018), adds Choi et al with a simulation-to-outcome correlation of 0.842 for tip projection (read only second-hand through the review) and Adelson 2008 (columella tip angle underestimated), and calls tip projection the least reliable rhinoplasty prediction. Independent count for the sign: 2 primary groups that disagree plus 1 secondary synthesis, so the bar stays SHORT of three independent primary witnesses; the disagreement reads as software-specific. Two candidate primaries were checked and are not open: Gao 2023 BJPS and Adelson 2008 (knowledge/fetched/cmp_aesthetictwin_bfh_openalex_rhino2.json). Unblock: a library or author copy of Horoz 2026 and of Choi 2020 (PRS)
2026-10-01 land BACKFILL-HUMAN refs rows landed this lane in aesthetictwin.refs, each mirror pinned by nx_filehash, cited here so the refs referee's inline-citation tooth sees them: [surg_pinnochio_2026_ft] (full text read) [surg_atiyeh_review_2026_ft] (full text read) [surg_berends_radboud_2025_ft] (open PDF mirrored, body not yet read)
AT29 Landmark-driven face morph: alter declared canon landmarks on a fitted head mesh and re-measure every card axis · cell WATCHING · gate NO-GATE-DECLARED
Contractfm_morph_by_landmarks · executor Organ · 5 u · stands on AT23
Definition of done3D-face-morph [sota0916_facemorph] is the open research tool; the estate morphs on nx_faceanat channels and nx_facemark re-measures, so a rhinoplasty proposal is a card diff, not a picture.
Matrix celllandmark-morph-twin · runtime/_hdl_build/nx_facemark.nx · WATCHING decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_facemark; declare nx_facemark TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-10-01 measure TRIANGULATED BAR as of 2026-10-01 for the commercial aesthetic-simulation products (surgerytwin axis 1, VENDOR CLAIMS only): Crisalix (Lausanne) reconstructs a 3D model from 3 patient photos taken with a phone or camera and simulates breast augmentation, rhinoplasty and skin treatment in 3D and VR 4D for a one-off fee from 44 USD; Canfield VECTRA H2 is a handheld high-resolution 3D capture device whose Breast Sculptor claims dynamic soft tissue modeling that calculates the outcome from gravity, implant shape and placement (with a mastopexy skin-excision interface) while Face Sculptor shapes rhinoplasty, chin, facelift, lip and injectables with sliders; Arbrea Labs (Zurich) sells an AI breast simulator with AR and 3D modes, implant placement, fat grafting and automatic measurements. None of the three product pages states any simulation-versus-outcome error; all three promise realism, and the independent record covers only breast augmentation and rhinoplasty [stri_val_atiyeh2026] ; witnesses [stri_vend_crisalix] [stri_vend_canfield] [stri_vend_arbrea] (three companies, all vendor claims, no peer-reviewed witness on this axis by construction) ; where they disagree: capture is photo-reconstructed (Crisalix, Arbrea) against measured 3D capture (Canfield); Canfield claims a computed physical breast outcome where Crisalix and Arbrea claim visual realism; COMPARED WITH THE PM LANE (SB-SURGOUTCOME-2609, read after these rows landed): AGREE that no vendor publishes a shape error and that Arbrea's 100 percent is implant-choice concordance; PARTLY DISAGREE with its VECTRA is surgeon-shaped rather than predicted, because Canfield's own page claims a gravity-and-implant computed breast outcome (the face module is slider-shaped), a claim validated only to a 4.5 mm surface RMS [stri_val_assaaeed2024] ; the estate's running lane builds AT29 landmark-driven morphs on nx_faceanat re-measured by nx_facemark over AT25 to AT28 tissue physics, so by METHOD it is ABOVE these products (it computes and measures where they morph and promise), and by EVIDENCE it is BELOW them: the products carry independent post-operative validations and the estate has scored no prediction against any post-operative scan
2026-10-01 measure SURGERY BAR, photo-preview leg read 2026-10-01: the 2026 diffusion previews edit, they do not predict. Envisage (2606.28628) scores a negative paired ArcFace gain on N=211 rhinoplasty pairs for every method (output-to-postoperative minus input-to-postoperative: Envisage -0.048, ICEdit -0.139, Kontext -0.242, InstructPix2Pix -0.294), larger on a 457-pair external set [surg_envisage_2026]; six commercial image-editing APIs on facelift and rhinoplasty edits moved no output closer to the postoperative photograph (2608.02841) [surg_localize_2026]. The win for AT29 is a positive paired gain: the landmark morph on the fitted head moves the twin toward the post-operative capture by more than the pre-operative capture already is, judged by the AT45 likeness referee on held-out pairs, which no published method reaches today (Envisage's 5-seed ground-truth oracle is positive on only 33.9 percent of cases)
AT30 Sovereign face and eye boxes from a still: the Viola-Jones engine grown on the incumbents (integral tables, rect features, variance-normalised stumps and trees, feature scaling, grouping) reading the published cascade schema as DATA [@haar_face_default] [@haar_eye] · cell PRESENT · gate NO-GATE-DECLARED
Contractff_find · executor Organ · 3 u · stands on AT22
Definition of doneBETA-ONLY BOOTSTRAP ARM: the cascade files are third-party data under a permissive licence [haar_face_alt2] [haar_licence], mirrored beside their licence and never a product path; the engine is sovereign and the same flat layout takes a cascade the estate trains itself. Done-rule: on the oracle-judged beta set the face box contains the oracle canthi and nose and each eye box its iris on at least 12 of 15 stills, gate GREEN with a flat-field neg-control
Matrix cellface-and-eye-boxes-from-a-still-sovereign-viola-jones · runtime/nx_facefind_lib.nx · PRESENT decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_facefind_lib; declare nx_facefind_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 land sovereign Viola-Jones engine grown on the incumbents: nx_integral gray and squared tables, nx_haar_cascade R-FACE-3 evaluator (variance normalisation, feature scaling, grouping), nx_haar_xml loader for the published cascade schema in Q24, nx_facefind_lib face-plus-eyes composite with joint selection, nx_facefind CLI, nx_facefind_gate; oracle scorecard at scale step 1.1 before joint selection: face box on the true face 12 of 15, both eye boxes on the irises 7 of 15 with two near-misses of 3 to 5 px; two false faces below the head carried no eye evidence
2026-09-17 lesson the trained cascade files are third-party data under a permissive licence: a BETA-ONLY bootstrap arm behind the sovereign engine, never a product path; the rung that closes it (AT32) trains the estate's own landmarker on oracle-labelled beta references so NishiOS and the browser carry only our own weights, and the outside oracle stays where every liar-killer stays, outside
2026-09-18 measure the contract ff_find is present at buildroot/runtime/nx_facefind_lib.nx line 77 (nx_shelltool grep, corpus_complete=1) and no matrix row named it, so built read UNOBSERVABLE; the row face-and-eye-boxes-from-a-still-sovereign-viola-jones was added 2026-09-18. The rung's own bar is still open: both eye boxes on the irises 7 of 15 against 12 of 15, and nx_facefind_gate is on no roster
2026-09-18 queue nx_facefind_gate trial GREEN 44/44 in 27570 ms, admitted to the main roster
AT31 Outside landmark oracle rows as the liar-killer for the photo route: a face-mesh model run OUTSIDE the estate over the mirrored bytes, its canthi, iris, lip and nose points landed as intake data (private-ref:082a805a.oracle) with the derived axes the ruler prints · cell PRESENT · gate NO-GATE-DECLARED
Contractpm_referee · executor Organ · 2 u · stands on AT30, AT22
Definition of doneThe oracle never enters a build or run path; only its numbers do. A sovereign referee verb reads the rows and scores every measured canthus as permil of the oracle's outer-canthal span (the field's NME shape). Done-rule: the referee prints per-still NME and a partition (FOUND, PLACED-OFF, UNMEASURED, UNJUDGED) that sums to the row count
Matrix celloutside-landmark-oracle-rows-and-the-referee-that-scores-the-photo-ruler · runtime/nx_photomark_lib.nx · PRESENT decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_photomark_lib; declare nx_photomark_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 measure the estate's own referee run (nx_photomark referee, promoted 5ef1f1f6, cascades loaded): rows=23 judged=16 unjudged=7 found=6 placed_off=0 unmeasured=10 unreadable=0 (partition sums to 16), mean NME of the found stills 24 permil of the outer-canthal span, found bar 100 permil; FOUND on private-ref:4456974c private-ref:4456974e private-ref:44569752 private-ref:de5029b2 private-ref:de5029b5 private-ref:df502b41 with per-canthus NME 0 to 64 permil; UNMEASURED by name: pair check 5 (endocanthion span vs fissure) on private-ref:44569749 bp1 private-ref:de5029af, pair check 3 (fissure asymmetry) on private-ref:4456974f private-ref:de5029b0 private-ref:de5029b4 private-ref:df502b42, pair check 6 (order) on private-ref:de5029b6, no eye boxes on private-ref:4456974a private-ref:de5029ae; oracle rows in private-ref:b7a71b7a, plan planes atship4-7 shipped nx_facefind_gate 52ec725d, nx_facefind abebe72e, nx_photomark_gate 82be4edf, nx_photomark 5ef1f1f6
2026-09-17 retract every NME the referee published before 2026-09-17 (mean 24 permil over 6 FOUND stills, and the 14 permil first read on the render) was normalised by the WRONG COLUMN: PM_OF_EXO read field 25 (lip_permil) where the outer-canthal span is field 26 (exo_px), so each error was divided by the lip ratio (377 to 794) instead of the span (64 to 418 px) and understated 2x to 7x; found by the render-side oracle disagreeing with hand arithmetic (12 px on a 110 px span reads 109 permil, the referee printed 20); root-fixed in nx_photomark_lib (PM_OF_EXO=26), the referee now hands its partition and last NME back to callers (pm_referee_sum) and the gate holds it to a PLANTED oracle row over its own PNG fixture (NME 0 on the planted row, 272 permil PLACED-OFF on a 30 px shift, a lip-column decoy three times the span so the old constant cannot pass): nx_photomark_gate 51/51; the corrected private-ref:09b9baad numbers land in the next measure row after the NAS rerun
2026-09-17 lesson a referee whose numbers are print-only cannot be contradicted by a gate, and a normaliser that is the wrong column still yields plausible small numbers -- the instrument of record needs a planted known answer (its own fixture with a decoy in the neighbouring column) before any of its verdicts are journaled; the outside oracle on a render (AT35) caught it because the render's true geometry was independently known
2026-09-17 measure CORRECTED referee over the private-ref:09b9baad oracle rows with the span normaliser (nx_photomark 491c3b0a on the NAS): rows 23, judged 16, unjudged 7, FOUND 2 (private-ref:de5029b2 mean 68, private-ref:de5029b5 mean 41 permil), PLACED-OFF 4 (private-ref:4456974c mean 136 max 328, private-ref:4456974e mean 183 max 400, private-ref:44569752 mean 134 max 238, private-ref:df502b41 mean 93 max 136), UNMEASURED 10, partition 16 of 16, mean NME of FOUND 54 permil, tilt within 20 deg10 of the oracle on 0 stills; the lateral canthi carry the largest errors (238 to 400 permil on three stills), the medial canthi read 0 to 70 on the same stills: the widened eye band places the lateral corner too far out; the previously published 6 FOUND at mean 24 is withdrawn and the cascade route stands at 2 of 16 card-grade placements, which is the number the AT32 learned landmarker must beat
2026-09-17 land journaled 2026-09-18 from the record, the re-land after the 1789656200 retract: the normaliser was root-fixed in nx_photomark_lib (PM_OF_EXO=26, the outer-canthal span), pm_referee_sum hands the partition and last NME back to callers, and nx_photomark_gate holds the referee to a PLANTED oracle row over its own PNG fixture (NME 0 on the planted row, 272 permil PLACED-OFF on a 30 px shift, a lip-column decoy three times the span so the old constant cannot pass), 51/51; the corrected referee ran on the NAS through nx_photomark 491c3b0a at this epoch: 23 oracle rows, 16 judged, FOUND 2, PLACED-OFF 4, UNMEASURED 10, partition 16 of 16, mean NME of FOUND 54 permil (the measure row of the same epoch). Served today: nx_photomark 54494c24 (252,136 B) and nx_photomark_gate e98ccef1 (284,360 B), re-run 2026-09-18 GREEN 51/51 with the referee teeth (planted NME 0, shifted 272 placed-off against the span not the decoy)
2026-09-18 queue PROPOSED DONE-RULE WORDING, written after the 1789656200 retract and NOT applied to the rung row: the published done-rule (the referee prints per-still NME and a partition that sums) was met by a referee normalised by the wrong column, so it cannot tell a right referee from a wrong one. Proposed: the referee prints per-still NME and a partition (FOUND, PLACED-OFF, UNMEASURED, UNJUDGED) that sums to the row count, returns both to callers rather than printing them only, and its gate holds it to a planted oracle row over its own fixture: NME 0 on the planted row, a known PLACED-OFF on a planted shift, and a decoy in the neighbouring column that a wrong normaliser cannot pass. The shipped gate already carries those teeth; the rung's owner applies the wording
AT32 Sovereign learned landmarker: canthi, iris centres and lip points regressed by the estate's own trained model (the nofloat training lane) on oracle-labelled beta references plus the estate's own renders, replacing the licensed cascade in every product path [@arxiv_facealign_202609] · cell WATCHING · gate NO-GATE-DECLARED
Contractpm_learned_landmarks · executor Organ · 8 u · stands on AT31, AT23
Definition of doneCONTENDER against SB-facelandmark: the September listing's methods are learned heatmap regressors; ours must land within the referee's NME bar on the beta set before NishiOS or the browser carries any landmarker, and the cascade arm AT30 is retired from product paths on that day
Matrix cellsovereign-learned-landmarker-replacing-the-cascade · runtime/nx_photomark_lib.nx · WATCHING decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_photomark_lib; declare nx_photomark_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 queue the contender: a sovereign learned landmarker trained on oracle-labelled beta references (private-ref:082a805a<slug>.oracle rows as targets, the estate's own renders as more) through the nofloat training lane; accept rule = the referee's FOUND partition at or above 12 of 15 judged stills with mean NME under 50 permil, then the cascade arm AT30 leaves every product path
2026-09-18 measure DARK, measured 2026-09-18: pm_learned_landmarks is absent from all 25,245 .nx sources under buildroot/runtime (coverage_complete=1, corpus_complete=1); the photo ruler still places canthi through the beta-only cascade route; the matrix now carries its watch row on runtime/nx_photomark_lib.nx, so the close ruler reads built=FAILS instead of UNOBSERVABLE
AT33 One file door for the reference still and the estate's own render: the photo ruler reads a PNG (nx_anat_sov output, any sovereign render) through the same entry as a JPEG still and announces the codec, so ONE ruler measures the reference and the twin and a twin-fit loop can score a render against the card · cell LANDED · gate NO-GATE-DECLARED
Contractpm_png_rgb · executor Organ · 1 u · stands on AT4, AT30
Definition of doneThe twin loop needs the same instrument on both sides of the comparison; a ruler that reads only the photograph can never score the render. Done-rule: the gate proves the fixture encoded through the sovereign PNG writer and read back through the file door reproduces the in-process canthi, tilts, ratios and stomion EXACTLY, announces codec PNG, refuses a non-image file by name and reports an absent file unreadable; the first estate render measured through the door is journaled with its honest verdict
Matrix celltwin-render-through-the-photo-ruler · runtime/nx_photomark_lib.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_photomark_lib; declare nx_photomark_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 land the photo ruler's file door reads PNG through the same entry as JPEG: nx_photomark_lib (pm_png_rgb, PM_R_CODEC, both trees sha 1bf8a5c7 58112 B), nx_photomark promoted ee86fb19 249448 B (serving root and _offc twin identical), nx_photomark_gate promoted 2281b8b3 267552 B; gate 43/43 GREEN on the NAS with twelve new teeth (the fixture through the sovereign PNG writer and back reproduces tilts, ratios and stomion EXACTLY, codec announced, non-image refused by name, absent file unreadable); adoptgate losses named: the runtime source-path metadata string on both targets and the reworded usage line on the CLI (plan atship9)
2026-09-17 measure first estate renders through the photo ruler: nx_anat_sov skin C 512x768 (48728 tris, fg 50451 px) and 1536x2304 (fg 452452 px) both decode codec=2 and take the cascade route; a face candidate is accepted on both (box 148,189,364,405 and 425,551,1110,1236) but eye_votes=0,0 at both scales, eyes=0, verdict UNMEASURED no eye pair; the being's skin render carries no eye or lip contrast for either the cascade or the dark-blob route to read
2026-09-17 lesson a ruler that reads the render is necessary but the smooth skin render is not yet a subject it can measure: the eye signal the ruler keys on (dark lens against skin) is absent from a mesh whose skin layer paints the eyes as skin, so the same cascade that finds private-ref:09b9baad's eyes finds none here; the twin has two honest routes and needs both: judge the fit in LANDMARK space from the mesh's own declared canthi (no detection, the same axis definitions), and grow the render until the photo ruler finds its eyes as it finds the reference's (that is the photoreal bar, measured by the same instrument, not asserted)
2026-09-17 queue next: AT34 mesh-side twin axes (canthal tilt per side, intercanthal index, intercanthal over fissure, lip ratio from the emitted face mesh's declared landmarks, the photo lib's own axis arithmetic reused) and a twinfit verb printing per-axis deltas against the card's measured rows; AT35 the head render must carry eyes and lips the photo ruler reads (accept: both eye pairs found and the render's tilt within the card's error bar of the mesh-side tilt)
2026-09-18 queue photomark gate admitted to the production roster; the PNG door is operated daily by twincheck, whose twinfit gate step runs pm_landmarks_file_auto on the seed-42 PNG render
AT34 The twin loop's first rung, the reachable axis envelope: a face built from explicit morph percents over the inside-out canon face, rendered by the sovereign SDF renderer and measured IN-PROCESS by the same photo ruler that reads the reference, swept gene by gene to its declared floor, middle and ceiling; per card axis the envelope and a target's REACHABLE or UNREACHABLE verdict, which names the morph the generator lacks · cell LANDED · gate NO-GATE-DECLARED
Contracttw_reach · executor Organ · 3 u · stands on AT33, AT30
Definition of doneThe fit loop stands on this question and on nothing else: which of the reference's scale-free axes can a render reach at all under the morph basis the generator exposes today. Done-rule: the gate holds the target reader to a planted file with a bogus row, the reach predicate to both sides of its band, the level arithmetic to the declared ranges, the seed-42 render to in-process measurement, byte-identical re-render and PNG-door parity; the envelope over the seven persongen genes is journaled with its partition and its verdict, PARTIAL when the ruler cannot measure a render
Matrix celltwin-axis-envelope-reachability · runtime/nx_twinfit_lib.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_twinfit_lib; declare nx_twinfit_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 measure first reachable-axis envelopes (laptop, nx_twinfit envelope, 21 renders each, the seven persongen genes at floor, middle and ceiling, in-process measurement by nx_photomark_lib): fair skin 232,196,166 measured 6 of 21 (15 UNMEASURED, 13 of them pair check 3 fissure asymmetry); dark skin 130,98,70 with the private-ref:09b9baad target file measured 12 of 21, ENVELOPE-PARTIAL; per axis over the measured renders: canthal_tilt_R -132 to -36 (target 76 err 33, UNREACHABLE), canthal_tilt_L -160 to 55 (target 91 err 18, UNREACHABLE), intercanthal_index 343 to 457 (target 354 err 11, REACHABLE), intercanthal_eq_fissure 1046 to 1689 (target 1087 err 46, REACHABLE), upper_over_lower_lip 0 to 5857 (target 607 err 130, REACHABLE by a degenerate spread: the stomion split reads 0 on most renders); the two tilt verdicts are the ruler's render-side bias, not the face's, because the outside oracle read +85 and +101 on the seed-42 render, inside both target bands; nx_twinfit_gate 31/31 GREEN (target reader, reach predicate, level arithmetic, seed-42 render measured, byte-identical re-render, PNG-door parity)
2026-09-17 lesson the fit loop's first blocker is the instrument on renders, measured three ways on one symmetric face: the medial canthus placed 12 px high (a bias the outside oracle exposes and the symmetric canon face makes visible), the fissure asymmetry rejecting most fair-skin renders, and the lip split degenerating to 0; the twin's canthal geometry already sits inside the reference band by the oracle's reading, so no morph is owed for tilt yet and every UNREACHABLE printed by a biased ruler is a claim about the ruler; the envelope organ is kept because its partition and per-axis spread are exactly what will show the ruler improving
2026-09-17 queue next: (1) the ruler's render-side placement -- medial canthus on the lens's inner corner not the upper lid (eyeshadow and lash materials darken the upper lid on renders), the lip split from the lip material band rather than the darkest row, accept = the render referee FOUND on seed 42 (max NME under 100 permil against private-ref:1d2a2c5c) with the photo gate still 51/51; (2) the same envelope on the NAS as a job once atship11 lands; (3) AT32 the learned landmarker remains the contender for both referees
2026-09-17 land the twin organs shipped through plan atship11 and are live on the NAS, promoted and registered: nx_twinfit_gate 338712 B, nx_twinfit cb57bf40 193584 B, nx_twinface 0cf8153f 116576 B, all built from sources byte-identical in both trees (lib c6481e64, CLI f125533d, render CLI f6adc854, gate a2c2fc60), nx_twinface's gate declared in knowledge/organ_gate.conf; the first NAS envelope (the private-ref:09b9baad target file, dark skin) runs as job /tmp/twin_envelope_nas; nx_photomark_gate's referee teeth bite-proven on the NAS (killed 1 of 2, twins restored)
2026-09-18 measure twinfit gate GREEN 90/90 but 178,414 ms in a roster trial at nice 10 against the 180,000 ms per-gate deadline: not admitted, it would time out whenever the box is busy; AT34 and AT35 stay tested=FAILS until the gate fits the roster (6 truth scans, 2 fits, 2 seed measures, 1 render)
2026-09-18 land nx_twinfit_gate fitted to the roster: every phase prints its wall time as a value (the eye unit's fixed-step truth scans were 13.3 of 22.8 s on the laptop and the whole gate 178 s on the NAS against the 180 s per-gate deadline); the eye unit moved to nx_twintruth_gate and the determinism render merged into the PNG door (the door's render decodes to the in-process render byte for byte; bite with a one-byte offset RED 49/50 on exactly that tooth); 50/50 GREEN laptop in 6.4 s; src c20cc16c, NAS behaveprobe staged rc 0 (live killed by the probe's own watchdog: the old runtime), promoted 244e20b6 400,120 B with the 57 lost runs named (the moved eye-unit teeth, the 14 library symbols only they linked, the rewritten verdict note)
2026-09-18 lesson a gate is admitted by its heaviest phase: print per-phase wall time with the values and split by subject before asking for a longer deadline; a fixed-step march that is deliberate (a discontinuous field cannot be distance-stepped exactly) is a cost to place, not a shortcut to take
2026-09-18 measure roster trials of the split gates on the NAS in a nice-0 CPU storm (load 11-14): nx_twintruth_gate GREEN 42/42 in 97376 ms; nx_twinfit_gate TIMEOUT at the main roster's 180000 ms, then GREEN 50/50 in 175248 ms with room; both admitted to the heavy roster (knowledge/gateroster_heavy.conf, 450000 ms each, derived from the scheduler's kill bound) which runs daily into the production journal
AT35 The estate's own face render read by the photo ruler and judged by the outside oracle: nx_twinface renders a persongen identity to a PNG through the file door, the ruler measures it as it measures a photograph, and the outside landmark oracle on the same render is the render-side liar-killer, so every ruler change is judged on the photo referee AND the render referee · cell LANDED · gate NO-GATE-DECLARED
Contracttw_render_png · executor Organ · 2 u · stands on AT33
Definition of doneThe render is the first subject whose true geometry is known by construction (a symmetric canon face), so it exposes placement bias no photograph can: the first render read the medial canthi 12 px high on a 110 px span. Done-rule: the ruler measures the render (face, both eyes, mouth), the oracle row for the render is intake data, and the referee's NME on the render is journaled beside the photo referee's; the accept bar for the ruler on renders is the same FOUND bar the photo referee uses
Matrix celltwin-render-through-file-door-and-oracle · runtime/nx_twinfit_lib.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_twinfit_lib; declare nx_twinfit_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 measure the estate's own generated face render IS a subject the photo ruler measures: nx_twinface render 42 0 (persongen identity over the nx_faceanat face, sovereign SDF renderer, 512x384, 94161 B PNG) through nx_photomark: codec 2, cascade route, face box 147,61,356,270, both eyes (fissures 31 and 31 px), mouth found, verdict MEASURED; the OUTSIDE oracle on the same render (row landed as private-ref:1d2a2c5c) places the same face: lateral canthi agree within 5 px and both ratios within 3 percent (ICI 380 vs 390, ICF 1225 vs 1263), but the ruler sets both medial canthi 12 px too high (y 155 vs 167) which flips the tilt sign (ours -127 and -37 vs the oracle's +85 and +101 deg10) and reads the lip ratio 2x high (1166 vs 591)
2026-09-17 lesson the render's canon face is nearly symmetric to the oracle (+85 vs +101) and its tilt sits near the reference target (76 and 91), so the twin's geometry is not the first blocker: the ruler's medial-canthus placement on renders is (a 12 px upward bias on a 110 px outer-canthal span, 110 permil, where the same ruler's photo NME on medial canthi was 1 to 26 permil); the symmetric canon face is a free control the photo set never offered, and every ruler change from here is judged on both the photo referee and the render referee
2026-09-17 measure REJECTED placement experiment, judged by the pre-declared rule on both referees (laptop, the private-ref:09b9baad stills cached from the oracle run reproduce the NAS photo referee exactly: FOUND 2, mean 54): the eye corner taken as the pixel-weighted mean over a column window with columns thinner than two dark pixels skipped as lash spurs -- render referee FOUND (NME 45, 81, 90, 72, max 90) but only by trading the 12 px vertical error for a horizontal one (ICI 505 and ICF 2041 against the oracle's 390 and 1283, tilts 35 and -119 against +103 and +100); photo referee FOUND 3 (private-ref:df502b41 joins private-ref:de5029b2 and private-ref:de5029b5) with mean 63, no previously found still worse; the synthetic fixture's lens tips are legitimately one column wide so the skip moved every planted canthus 2 to 3 px inward and nx_photomark_gate fell to 47 of 51; reverted to the shipped placement (both trees at the promoted library), the numbers kept as the bar the next attempt must beat on all three instruments at once
2026-09-17 lesson a lash line and a lens tip are both one pixel thin, so no column-thickness rule separates them without shifting real corners; the discriminator has to be the lid geometry (the opening between the lid margins), which is the learned landmarker's job (AT32) -- an experiment that helps one referee and hurts another is a measurement, and three referees at once (photo, render, planted fixture) is the bar
AT36 Media submission to the vault and through the beauty rulers with a report the operator can check: any still (JPEG, PNG), GIF, APNG and video (MP4 with H.264, VP8 keyframes) submitted through the estate's own doors lands in the vault with a content id, every frame the estate decodes is judged by the same rulers (the photo ruler's canthal and lip axes, skin sampling, bilateral symmetry), and the annotated frame publishes beside the numbers and the outside oracle's row as an asset page on nishifamily.com · cell LANDED · gate NO-GATE-DECLARED
Contractmj_judge_file · executor Organ · 5 u · stands on AT33, AT31, AT24
Definition of doneOPERATOR 2026-09-17: submit media to be stored in the vault and reaccessible, run through the beauty evaluator, with output to confirm and triangulate, and not just photos but gif and video. Incumbents, all sovereign: nx_content_put (the laptop door) and nx_vault_capture (a URL) bring bytes in, nx_mvault classify gives the content id, nx_gif_decode, nx_apng_decode, nx_mp4_demux with nx_h264_decode_frame and nx_vp8_kf yield frames, nx_photomark, nx_skinsample and nx_image_beauty judge, nx_asset_page publishes a judged manifest as the three-tier page. Stills are the first honest unit for GIF and video because the meta-analysis puts static against dynamic ratings at r = 0.70 [pmc_static_vs_dynamic], and the live-streaming benchmark [livebeauty_2501] is why the dynamic residual is journaled per frame rather than hidden. Done-rule: a submitted JPEG, PNG, GIF and MP4 each yield a judge manifest with one row per sampled frame, an overlay PNG per judged frame drawn by the estate's own PNG writer, a page verified by nx_page_verify, and the oracle row beside ours whenever one exists
Matrix cellmedia-submission-vault-judge-report · runtime/nx_mediajudge_lib.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_mediajudge_lib; declare nx_mediajudge_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 queue build order: nx_mediajudge_lib (mj_judge over a decoded frame: photomark axes, skin, symmetry, an overlay drawn through nx_png; mj_frames over GIF, APNG, MP4 and VP8 through the estate's decoders with a frame budget announced; mj_manifest emitting nx_asset_page rows), the CLI nx_mediajudge judge <slug> <file> and a gate with a planted still and a planted two-frame GIF; the workflow as a seeded plan (put door or vault capture, mvault classify, mediajudge, asset page, page verify); AT37's oracle runs as the laptop script beside oracle_render.py; the London Set fetch through the browser vantage
2026-09-17 measure local proof before the NAS ship: nx_mediajudge_gate 29/29 GREEN on the seed-42 render (overlay RED at the measured right lateral canthus and GREEN on the face box top edge, manifest 1 meta + 2 tasset + 3 tier + every judge row, judge file rows equal the manifest rows, referee NME 109 permil against the planted oracle row, flat field JUDGED-NO-EYE-PAIR with rows still emitted, prose takes no decoder, absent file unreadable); nx_mediajudge judge private-ref:09b9baad over private-ref:b7a71b7a eyes=2 mouth=1 symmetry_q1000=475 skin_ita_deg10=246 judge_rows=15 verdict=MEASURED, the overlay PNG (1037858 B) read by eye shows the face box, eye bands, canthus crosses and mouth box on the face and the known medial-canthus-high bias; nx_asset_page emitted index.html 5795 B with 3 tiers and 15 judges; the still is in the vault: nx_mvault classify real cid private-ref:d3164b1c (type image, dsm private-ref:09b9baad); contract repointed mj_judge to mj_judge_file on the rung and the matrix row so the watch measures the entry point that exists
2026-09-17 land SHIPPED both trees via seeded plan atship12 (steps=2 ok): nx_mediajudge_lib.nx sha 7059a070 18301 B in buildroot/runtime (decode chokepoint + APNG frames, photomark axes, skin, symmetry, overlay through nx_png, manifest in nx_asset_page shape, judge file, referee against an oracle row), nx_mediajudge promoted+registered sha 5c3a0b25 471560 B, nx_mediajudge_gate promoted+registered sha 459311b2 557536 B, gate 29/29 GREEN on the NAS twice (the fresh build in row 1, the promoted artifact in row 2), _offc twins installed, cap ~/.nishi/mediajudge0917.cap; the report directory is sites/nishifamily/compare/aesthetictwin/media/<slug>/ with a one-row oracle file per still; STILL OWED on this rung: the video frame path (MP4 H.264 and VP8 keyframes through the estate's decoders with an announced frame budget), the GIF multi-frame path (a GIF is judged on its first frame through the chokepoint today, an APNG has its frames counted and its first frame judged), the laptop put-door leg as a plan row, and the acceptance row
2026-09-17 land WORKFLOW LIVE end to end as ONE seeded plan (nx_plan_run private-ref:09b9baad, steps=4 ok): nx_mediajudge judge with a one-row oracle and the site-absolute href prefix, nx_store_seed of the slug-keyed plane file (23 rows), nx_asset_page emit (6202 B, 3 tiers, 17 judges), nx_page_verify GREEN on private-ref:09b9baad (page 200, original 94369 B and overlay 1037858 B both 200, overlay decodes 768x1014, law-violations 0, broken 0). Final binaries: nx_mediajudge e3a6018a 473552 B, nx_mediajudge_gate 2e537ed0 560696 B (35/35 GREEN on the NAS: plane teeth, href-prefix teeth, bare-form neg-control), lib c7be529f 20795 B (entry mj_judge_file_at, the contract wrapper mj_judge_file). Two defects found by running it: nx_asset_page emit reads a slug-keyed plane so the lib writes the slug.plane.tsv staging file; a relative asset href is BROKEN-BY-LAW behind the edge's slash-stripping 301 so the published form carries /compare/aesthetictwin/media/slug/. ROOT FIX in the publishing emitter: nx_asset_page wrote the koikatsu viewer script tag on every page and that file is a real 404, so every image-only asset page failed verification; new nx_asset_page_lib (apl_has_glb reads the FORMAT column of tasset and tasset2 rows) + nx_asset_page_gate 12/12 GREEN both hosts, emitter 75edd606 193096 B promoted with content GREEN, and the control is byte-exact: the same plane emits 6256 B before and 6202 B after, the 54 bytes of the script line; the GLB half of debt 1787785512 and 1787786411 stays open. Measured on the still: eyes 2, mouth 1, tilt R -144 and L 31 deg10 against the oracle's 118 and 106, ICI 240 against 354, referee FOUND at NME max 91 mean 68 permil, symmetry 475, ITA 246: the canthi are inside the found bar while the derived tilts still carry the medial-canthus-high bias, which is AT32's job. Shipped and verified, awaiting operator acceptance
2026-09-17 land GAP AND LICENCE ROWS ON EVERY REPORT: mj_manifest emits two lic rows (reference media is usable through beta for fitting, testing, proposals and contracts, and only production publish is gated on licence rows) and up to five gap rows against the outside oracle (canthal tilt R and L in deg10, intercanthal index, intercanthal over fissure, upper over lower lip), each gap row carrying ours, the oracle's and the holder; mj_oracle_axes re-measures the first judged oracle row through pm_axes so both columns come from one ruler. nx_mediajudge_gate 45/45 GREEN on the NAS (gate sha 31a55b0e, lib 7f6b1cfd 25714 B both trees byte-identical) with neg-controls for no oracle, a faceless oracle and an absent oracle, and a KAT on the fixture oracle (ICI 390 within 5). Fixture gap rows on seed 42: tilt R -127 vs 103, tilt L -37 vs 100, ICI 380 vs 390, ICF 1225 vs 1283, lip 1166 vs 591
2026-09-17 land ONE CALL, SUBMIT TO VERIFIED REPORT: nx_mediaflow submit SLUG FILE [ORACLE-FILE or -] [real or gen] validates every input at the boundary (a tab is an injected column and a newline is an injected STEP, both refused by name), makes the report directory, picks the media's own row out of the oracle file by exact file-column match, compiles five plan rows (nx_mvault classify, nx_mediajudge judge with the site-absolute href prefix, nx_store_seed of the slug-keyed plane, nx_asset_page emit, nx_page_verify of the live URL), seeds them under the plane lock into plan-mediaflow-SLUG- and runs nx_plan_run over them, then prints ONE receipt with the URL and the verdict; the plan verb compiles without seeding or running. nx_mediaflow_lib 6749a363 12918 B, nx_mediaflow adc1004f (promoted f01116ab, registered, _offc twin installed), nx_mediaflow_gate 300c1e47 46/46 GREEN both hosts (promoted 296f9a94): boundary teeth, CRLF oracle row, look-alike file name, byte-exact KAT of the compiled rows, five tools in order and no sixth. Shared column reader nx_colread_lib 9fb452e4 (delimiter as a parameter, CR dropped at the content end) has its first consumer here
2026-09-17 measure TWO LIVE RECEIPTS FROM THE ONE CALL. private-ref:09b9baad verdict=PUBLISHED-VERIFIED, oracle_row=PICKED, eyes 2 mouth 1, tilt R -144 and L 31 deg10 against the oracle's 118 and 106, ICI 240 against 354, ICF 627 against 1098, lip 275, symmetry 475, ITA 246, referee FOUND at NME max 91 mean 68 permil, page 7279 B with 17 judge rows, 5 gap rows and 2 lic rows, vault cid private-ref:b9295075 private-ref:09b9baad verdict=PUBLISHED-VERIFIED as an honest negative, JUDGED-NO-EYE-PAIR with the referee UNMEASURED, page 5175 B, vault cid private-ref:d8ecf19d The tilt sign flip against the oracle is the ruler's medial-canthus-high bias; the report shows it beside the oracle instead of hiding it, and AT32 is the fix. Pages: private-ref:09b9baad and private-ref:09b9baad
2026-09-17 land THREE-STEP TREATMENT DECLARED AND THE SHIP COLLAPSED TO ONE CALL: treat row AT36 (mcp nx_mediaflow, the same row over /api/tools/call, primitive nx_mediajudge_lib, workflow plan mediaflowcheck = nx_mediajudge_gate then nx_mediaflow_gate then a dry plan compile of private-ref:09b9baad, agent = the daily clock row mediaflowcheck running that plan). Standing ship plans ship-mediajudge and ship-mediaflow are seeded once and re-run forever with one nx_plan_run call each, replacing write-TSV, seed, run and poll per cycle; commontask rows media-judge and organ-ship-standing-plan registered. The estate-wide form of this work is ecosystem EC55
2026-09-17 queue OWED: (1) fold pm_field (photo ruler) and apl_col (asset page) onto nx_colread_lib cr_col when their closures next ship, one column reader instead of three; (2) video frames (MP4 H.264 and VP8 keyframes through nx_mp4_demux, nx_h264_decode_frame and nx_vp8_kf with an announced frame budget) and GIF and APNG multi-frame, today the first frame is judged and the frame count announced; (3) a put-door row so a laptop file reaches the estate as step one of the same call; (4) the operator acceptance row; (5) nx_mediajudge_lib reads LIB-UNCENSUSED until the nx_importcensus beat; (6) the report pages are publicly reachable and show reference media whose licence is not cleared, the page says so in its licence table, and gating them behind the session route or taking them down is the operator's call
2026-09-18 queue media-judge gate admitted to the production roster (trial GREEN 45/45 in 5.3 s, main roster); tested closes on the next roster pass; wired already holds through its treat row (mediaflowcheck)
2026-10-01 measure FRAMES AND THE ESTATE-ONLY DOOR, staged build (nx_mediajudge 595608 B sha fa3ec5a2, from lib 48k, CLI 5525 B) run through registered scratch row nx_mediajudge_at36_staged into the PRIVATE report tree knowledge/private/mediajudge/<slug>/: (1) the licence-verified reference private-ref:6a8ea809 (CC BY 2.0, sha256 d421bd74) door=1 private, frames_judged=1, manifest 2485 B with 1 meta + 2 tasset + 3 tier + 2 lic + the ESTATE-ONLY flag row + 1 proposal-candidate row + 14 judge rows + 1 frame row, overlay PNG 1659662 B; the photo ruler placed a face and an eye pair on a beach scene whose people are small (tilt R -199, L 533 deg10, fissures 106 and 69 px: implausible, the ruler is not a scene detector) and the YCbCr skin ruler admitted 409432 of 790102 px = 518 permil, the sand defect measured earlier tonight, while the outside oracle's row beside ours (nx_refstill oracle against private-ref:6a8ea809, 13 boxes) scores the same YCbCr rule at skin recall 938 and false admission 395 permil on the oracle's sand, rock, towel and hair boxes and the GR62 two-chromophore model at 831 and 151 permil; (2) the estate's own render nx_twinface render 42 0 (512x384, PNG 95255 B, skin 130,98,70) eyes=2 mouth=1 tilt R 117 L 68 deg10, ICI 316, ICF 925, lip 615, symmetry 875, skin ITA 392, 15 judge rows, frames_judged=1, manifest 2552 B. Both results carry the ESTATE-ONLY flag and a proposal-candidate row (talent 0 = unidentified until the licensing flow names the person)
2026-10-01 retract the AT36 rung text (the annotated frame publishes as an asset page on nishifamily.com) and log 1789665500 (two PUBLISHED-VERIFIED public pages, private-ref:09b9baad and private-ref:09b9baad) are retracted under the operator's likeness policy of 2026-09-30: an identity result is ESTATE-ONLY, private in the vault or behind the estate login, and its only use without a grant is a proposal shown privately to the depicted person (verbatim: we are showing tech demos of existing public photos of their work not pushing it on live sites). Enforced the same hour: the private-ref:09b9baad report directory was retired reversibly by nx_retire_path to private-ref:09b9baad (deleted=0, reversible=1); private-ref:09b9baad answered RETIRE-ABSENT (no public copy left); the media directory now lists 0 entries; and the judge library's own door now refuses any output directory with a sites/ path segment unless nx_rights_ledger answers a current grant for (talent, WEB_GALLERY), so the standing mediaflow plan for private-ref:09b9baad (outdir under sites/) is refused at its judge step by name rather than republishing
2026-10-01 land ONE ROW PER SAMPLED FRAME AND THE ESTATE-ONLY DOOR, PROMOTED: nx_mediajudge sha256 fa3ec5a2 595608 B (prev banked knowledge/private/mediajudge/bank/nx_mediajudge.pre-at36-0930.elf 478768 B) and nx_mediajudge_gate sha256 3bb16746 647264 B (prev banked 505792 B beside it), _offc twins installed, /api/gate_run on the promoted gate GREEN 70/70 path FAST exit 0 (job 1790829418; the gate was 45/45). Sources: nx_mediajudge_lib.nx 48102 B sha256 28abb4df, nx_mediajudge.nx 5525 B sha256 2b5fedcd, nx_mediajudge_gate.nx 27781 B sha256 8e8afae7. Mechanism: mj_judge_frame judges every decoded frame through the same rulers and writes one overlay PNG per frame through the estate's PNG writer, one frame row (index, face, eyes, mouth, symmetry, skin ITA, skin pixels, overlay href) and a tasset row for each frame after the first; mj_gif_frames walks an animated GIF descriptor by descriptor, each frame's LZW through the estate's own gif_decode_core over a one-image buffer, composited onto the logical screen with the graphic control extension's transparency and disposal, sampled by an announced stride beyond the frame budget; APNG frames after the default image come from apng_decode; an MP4 is recognised by its ftyp box and named (codec 4, CLI exit 7 VIDEO-RECOGNISED-NO-FRAME-PATH). The likeness policy in the path: every manifest carries flag estate_only 1 and a proposal candidate row (slug, talent key, item, subject, twin record); the library's door refuses an output directory with a sites/ segment unless nx_rights_load(knowledge/store/rights-) and nx_rights_is_licensed answer a current grant for (talent, WEB_GALLERY), an unidentified subject (talent 0) refused by construction, before a byte is read or written; witnessed live on the promoted binary: judge doorcheck into sites/nishifamily/compare/aesthetictwin/media/doorcheck answered door=2 talent=0 grant=0 verdict=REFUSED-ESTATE-ONLY writes=none. Content ruler named every lost run: 3 on the CLI and 6 on the gate, all debug symbol names of shared-library functions this build does not reach (pm_eye_extremes, pm_box_mean_luma, pm_box_mean_cr are gone from today's nx_photomark_lib; sys_openat_append, gv_cat, gv_catn unreferenced); no string run lost
2026-10-01 measure MANIFEST ROW COUNTS, the done-rule's legs: JPEG (the licence-verified private-ref:6a8ea809 reference) 1 frame row, 14 judge rows, 2 policy rows, manifest 2485 B, 1 overlay; PNG (nx_twinface render 42) 1 frame row, 15 judge rows, manifest 2552 B, 1 overlay; GIF (an estate-made two-frame GIF: a grey 96x64 screen, then a red 24x16 rectangle drawn at 16,8 by a second image with dispose keep, 8-bit LZW codes with a clear before the dictionary widens, written by nx_mediajudge_gate; no GIF exists in knowledge/fetched, ABSENT-PROVEN, and the whole knowledge tree was UNPROVEN by its walk) through the promoted CLI into knowledge/private/mediajudge/twogif: codec 3, frames 2, frames_judged 2, 2 frame rows, 3 tasset rows, extra_rows 5, manifest 1949 B, 2 overlays, verdict JUDGED-NO-EYE-PAIR (a flat synthetic, honest); in the gate the second frame's overlay is the logical screen width with the rectangle red at 16,8 and grey outside it, composited rather than decoded standalone, while the first frame is grey there; MP4: recognised and named only, 0 frames judged (see the queue row). Private pages by nx_asset_page: private-ref:6a8ea809 5801 B (3 tiers, 14 judges, 2 lic), twinface42 5962 B (15 judges), twogif 4853 B (7 judges), each at knowledge/private/mediajudge/<slug>/index.html; the outside oracle's row beside ours for the reference is nx_refstill oracle (13 boxes: our YCbCr skin ruler admits 395 permil of the oracle's sand, rock, towel and hair pixels at 938 permil skin recall; the GR62 model 151 and 831); the private-ref:6a8ea809 original is in the vault, cid private-ref:2dfc3437, dsm private-ref:6a8ea809 The gate's VALUES block now reports the still's own skin record (L 58119, ITA 308, 29397 px); the old block printed the last control's zeros because the controls reused its record
2026-10-01 queue THE MP4 LEG IS NOT MET, AND THE TEST ITEM IS THE FIRST BUILD ITEM: the only MP4 in knowledge/fetched is a real person's clip whose source name is a leak site (private-ref:b7a71b7a); this lane did not open it and will not use it as a fixture, and the estate holds no H.264 encoder (only nx_h264_cavlc_enc's level coder), so the next steps are (1) an estate-made CAVLC baseline IDR (an I_PCM or I16x16-DC macroblock writer over a twinface render) muxed by nx_mp4_mux, (2) the decode leg in nx_mediajudge_lib: mes_spspps, nx_h264_parse_sps and nx_h264_parse_pps, refuse by name pps[2]==1 CABAC and sps[6]==0 interlaced, mes_first_idr, nx_h264_unescape_rbsp, nx_h264_decode_iframe (runtime/_hdl_build/nx_h264_iframe.nx, mbW sps[4]+1, mbH sps[5]+1, crop sps[2] x sps[3]), BT.601 full-range Q16 to RGB exactly as nx_cam_poster build_poster_rgb does, then mj_judge_frame per sampled sync sample (stss), (3) VP8 keyframes in WebM through nx_vp8_kf after an EBML demux
2026-10-01 queue GR62 COLOUR REGIONS PER FRAME ARE NOT IN THE MANIFEST YET: nx_refstill is promoted tonight (174656 B) but it decodes JPEG only and its oracle scoring lives in the CLI, so tonight the GR62 row stands beside ours at the item level (plan step 3, nx_refstill oracle). Next: import nx_refstill_lib read-only into nx_mediajudge_lib once its imports settle (nx_colorsci_lib and nx_kubelka_lib were under edit by other workflows tonight), build the model and regions once per media (rfs_model_build, rfs_regions_load), and per judged frame run rfs_measure_rgb and gr_refstill_referee on the decoded RGB, emitting region rows (frame, region, permil, L, a, b, skin ITA quartiles) and, when the oracle file is a box file, the per-box agreement of our labels with the oracle's class; then switch the skin judge from the YCbCr rule (395 permil false admission on the private-ref:6a8ea809 oracle) to the two-chromophore model (151)
2026-10-01 queue THE PAGE IS PRIVATE AND THEREFORE NOT YET VERIFIED BY nx_page_verify: the verifier fetches a public https URL and an ESTATE-ONLY report must not have one. Next: a session-bearing verify (a minted seat session presented as X-Nishi-Session, the estate's site-auth header) against a login-gated door that serves knowledge/private/mediajudge (the /vault daemon on :18200 is the natural owner); until then the three private pages are emitted and unverified, said so. Also owed: nx_plan_run mediajudge-auto refused managed-owned-definition-required (job 1790828841, execution NOT_STARTED), so the five seeded rows of plan-mediajudge-auto- (mvault classify, mediajudge judge into the private tree, refstill oracle, store_seed, asset_page emit) need their owned definition through nx_pm_owned_define create by the RACI owner (raci- row mediajudge-auto, workstreams.conf mediajudge-auto -> nx_plan_run); the seat ran the steps once as proof, not as a release. The mutation bite of the door (nx_gate_bite aim mj_door_open) was refused by build admission twice (jobs 1790829523 and 1790829671, verdict UNPROVEN, nothing compiled); the gate's door teeth have only ever passed until it runs
2026-10-01 queue FOR THE RIGHTS LANE AND THE LICENSING FLOW (not this lane): (1) scopes as data: nx_rights_ledger's use scopes are a sealed enum of four (MERCH, WEB_GALLERY, AD_CAMPAIGN, AVATAR_NONEXPLICIT) while the operator's deployment list is open-ended (VR, cosmetology, fine nude art, whatever the person chooses), so a conf of scopes the ledger reads, each granted by the person under a two-party contract with royalties; (2) declare the persisted grant plane in a conf (this door reads knowledge/store/rights-, absent today, so every public door default-denies); (3) a talent key assigned by the licensing flow when the person is identified (TI27 we propose to them, TI26 they submit to us), since this lane writes the proposal-candidate row with talent 0 and refuses talent 0 at every public door by construction; (4) the AT40 tw_fit of each judged frame with an eye pair belongs in the candidate row's twin-record field (pending today); (5) the auto trigger (place or flag media in the vault or gallery, then this judge runs per new cid into the private tree) is the other half of the loop and is not built here
2026-10-01 queue THE BITE IS STILL OWED AND THE MEDIAFLOW DOOR NEEDS ITS OWNER: nx_gate_bite nx_mediajudge_gate runtime/nx_mediajudge_lib.nx 1 aim mj_door_open was refused by build admission four times (jobs 1790829523, 1790829671, 1790829929, 1790830064, each verdict UNPROVEN, baseline build_exit 6, nothing compiled, the deployed twins re-hashed after as the promoted 3bb16746 and fa3ec5a2), so the door's teeth and the GIF composite tooth have only passed; re-run when load clears and aim it at mj_door_open, mj_is_public_dir and mj_gif_frames. nx_mediaflow (the one-call submit) still compiles its outdir under sites/nishifamily/compare/aesthetictwin/media/<slug> and a public nx_page_verify step, so every submit is now refused at its judge step by name (exit 6 REFUSED-ESTATE-ONLY); its owner should compile the private outdir knowledge/private/mediajudge/<slug> and drop the public verify until the session-bearing verify exists
AT37 Outside beauty oracles and a licensed calibration set for the beauty axes: the published regressors run OUTSIDE on the laptop over the same stills as liar-killers (AttractiveNet [@attractivenet_repo], the deep-network and landmark studies [@pmc_expression_dcnn] [@pmc_fbp_landmarks] [@frontiers2025_deepgeofusion], the 2008 per-user regression [@whitehill2008], the press-reported Tehran model [@techxplore2023], the clinical critique of AI beauty scoring [@jcad_ai_beauty]), SCUT-FBP5500's human mean ratings calibrate through beta under its non-commercial terms [@scut_fbp5500_repo], and the current listing sets the bar [@arxiv_fap_202609] · cell WATCHING · gate NO-GATE-DECLARED
Contractmj_oracle_row · executor Organ · 4 u · stands on AT36
Definition of doneThe field's number is a Pearson correlation against human mean ratings on a non-commercial dataset; the estate's bar is that correlation from a sovereign ruler over a LICENSED set with the outside models as oracles, never as dependencies. Done-rule: every judged still carries our axes beside an outside regressor's score; over a beta calibration set the sovereign axes' correlation with human mean ratings is journaled with its N; a licensed set (the Face Research Lab London Set, published under CC BY 4.0, whose figshare page answered the fetcher with a WAF challenge on 2026-09-17) is fetched through a browser vantage before any production claim
Matrix celloutside-beauty-oracle-row · runtime/nx_mediajudge_lib.nx · WATCHING decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_mediajudge_lib; declare nx_mediajudge_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 measure the September 2026 arXiv listing for facial attractiveness (25 entries, mirrored and read): newest 2026-09-02 and 2026-08-25, both about judgement bias; the last new benchmark number Mamba-CNN 2509.01431 (2025-09, Pearson 0.9187 in its abstract); SCUT-FBP5500 is 5500 frontal faces restricted to non-commercial research by its own release note; AttractiveNet is a Keras MobileNetV2 regressor under MIT; the static-versus-dynamic meta-analysis reads r = 0.70 (95 percent CI 0.52 to 0.81); Whitehill and Movellan 2008 reached Pearson 0.45 per user; three mirrors were rejected by their heads (an MDPI 403, a figshare WAF challenge, a Kaggle reCAPTCHA page) and three more were mirrored but their titles not read, so none of those six carry a row
2026-09-17 lesson the operator handed over a research digest written by another model; every claim in it that landed on this board was re-read from a mirrored primary source and the rest was left out, because a summary is one witness of the same evidential shape as an LLM answer trusted alone; the digest's closing question (build a custom model or deploy a pre-trained one) is answered by the estate's standing law: the rulers are sovereign NishiLang, the published models are outside oracles and bars, the datasets are data with their licences beside them, and only a licensed set can back a production claim
AT38 Body-side oracle for the anatomy fit: SHAPY's body shape and anthropometric measurements regressed from photographs [@shapy_repo] [@muelea_profile] with Human Bodies in the Wild as the ground-truth validation set [@shapy_hbw] over the SMPL-X body [@smplx_site], run OUTSIDE over the reference stills as the liar-killer for the body axes the twin card carries · cell WATCHING · gate NO-GATE-DECLARED
Contractmj_body_oracle_row · executor Organ · 4 u · stands on AT36
Definition of doneThe face side has its landmark oracle and its render referee; the body side has neither. Done-rule: an oracle row per reference still with height-normalised chest, waist and hip measures and shoulder width, the twin's body fit judged against them the way the face fit is judged against the landmark oracle, and the sovereign body ruler's NME published beside it
Matrix cellbody-shape-oracle-row · runtime/nx_mediajudge_lib.nx · WATCHING decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_mediajudge_lib; declare nx_mediajudge_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work logno log row names this rung yet
AT39 The eye as its own piece: a lid shell whose opening's corners ARE the canthi, six eye genes drawn per seed, and the render's own landmark truth judging the photo ruler per canthus with a signed error · cell PRESENT · gate NO-GATE-DECLARED
Contracttw_truth_landmarks · executor Organ · 3 u · stands on AT35, AT16
Definition of doneOPERATOR 2026-09-17: the optimal in all our work is three different systems agreeing within a statistically acceptable range, refined without overfitting; if proc gen fails at a larger size, generate pieces at smaller sizes and integrate; some left-right symmetry within reason; hand crafting only where it lands as math the generator reuses. MEASURED CAUSE: two ellipsoid lids have no margin, so the canon face had no recessed aperture. The generator's own fissure scan read NO-APERTURE on 19 of 21 genomes and a tilt of minus 77 degrees on another, nx_fissure_gate read 1 of 8 and had never been promoted or run on any beat, and the photo ruler paired the eyes on 6 of 21 renders. Done-rule: (a) a renderer primitive, op SDF_OP_LIDSHELL, a spherical shell over the globe with an almond opening (the intersection of two discs through both canthi, tilt = the part's roll), that leaves every arena without the op byte-identical; (b) the face seats one shell per eye from canon rows (palpebral fissure height 11 mm, intercanthal index 400) and the width and length morphs MOVE an eye unit without stretching it; (c) six eye genes (tilt, opening height, width, upper share, left-right tilt and opening differences) with ranges declared once, drawn per seed AFTER every earlier draw so existing identities keep their morphs and tone; (d) landmark truth = the shell's stated corners projected through the renderer's own camera, CONFIRMED by a surface scan in a window around each stated corner with the gap published; (e) a judge that scores the photo ruler per canthus with signed dx, dy and NME against that truth over the gene sweep and persongen seeds, partition summing; (f) gates GREEN on both hosts with a no-lid-shell neg-control that refuses by name. OPEN beyond this rung: the outside oracle on renders as the third system with seeds 9 to 16 held out (queued as the next rung), the lips as the next piece (the generator has no complete lip truth even on the canon face), brows as hair rather than a dark slab
Matrix celleye-unit-lid-shell-genes-and-landmark-truth · runtime/nx_twinfit_lib.nx · PRESENT decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_twinfit_lib; declare nx_twinfit_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 measure BASELINE, the photo ruler against the render's own truth (nx_twinfit truthref 8, 21 gene-sweep cells plus seeds 1 to 8): renders=29 found=2 placed_off=18 unmeasured=9 no_truth=0 partition_sum=29, mean worst-canthus NME 144 permil against a FOUND bar of 100, signed bias in deci-pixels RLAT -153,-17 RMED -13,-67 LMED -24,-82 LLAT +20,-43 (the medial canthi read 7 to 8 px HIGH and the right lateral 15 px too far out: the brow and the temple read as eye), mean tilt error 72 deg10. Photo-side control the same hour (nx_photomark referee over the private-ref:09b9baad oracle file, local copy, 23 rows): judged 16, found 3, placed_off 4, unmeasured 9, mean NME of found 63 permil
2026-09-17 measure THE EYE UNIT: canon truth tilt 48 deg10 against the canon gene 50 with the surface confirming the stated corner at a gap of 5 model units (about 0.6 mm at 7.8 u per mm); nine persongen seeds (1 to 8 and 42) all have truth on both eyes, surface gaps 0 to 10 units, truth tilts tracking each drawn tilt gene and its left-right difference within about half a degree; tilt gene 90 reads truth 89; a tilt difference of 10 deg10 reads asymmetry 6 permil where a mirrored face reads 0; nx_fissure_gate went from 1 of 8 to 8 of 8 with its lid tooth made directional (levelling the opening brings the found lateral canthus down from 190 to 182 and the medial up from 170 to 182). Local gates after the change: nx_twinfit_gate 72/72, nx_mediajudge_gate 45/45, nx_sdfrender_gate 11/11, nx_persongen_gate 4/4, nx_faceanat_morph_gate 4/4
2026-09-17 retract REGION FINDER EXPERIMENT REJECTED under an accept rule declared before the run (renders: FOUND above 2, mean worst NME below 144, medial height bias under 3 px, UNMEASURED not above 9; photos: FOUND not below 3, mean NME not above 73, UNMEASURED not above 9). Seeding a flood of dark pixels at the iris read renders more accurately when it measured (found 3, placed_off 1, mean 98) and refused far more (unmeasured 25 of 29), and on the private-ref:09b9baad stills FOUND fell from 3 to 2 (one still moved from 93 to 103 against the bar) with mean NME of found 56. nx_photomark_lib is back at sha efb5adce, byte-identical to the NAS copy; the experiment source is banked off-tree. A photo-trained eye cascade barely fires on these renders (2 votes per eye on seed 42), so tuning the ruler to them is circular
2026-09-17 lesson FOUR, each measured today. (1) A gate nobody runs is a comment: nx_fissure_gate was staged and never promoted, so the canon face lost its measurable eye and nothing said so; the truth instrument found it in its first run. (2) Neither first-column-from-the-span-end (a fold beside a long nasal bridge read as the medial canthus 23 units off with the tilt sign flipped, both eyes agreeing) nor connected-run-from-the-centre (the globe's edge sits flush with the lid margin, so columns INSIDE the opening refuse) is a canthus: the construction states the corner and the surface is asked whether a closure is there, two readings with their gap published. (3) A gate must not share its fixture with a moving generator: the media judge gate rendered its seed-42 still fresh each run, so a better eye broke every banked number in a gate about the judge; the still is now a frozen file (knowledge/fixtures/mediajudge_seed42.png, sha 4b1606d0, 94161 B, the estate's own render) and the gate is 45/45 again. (4) Once the generator states its own landmarks the fit loop does not need the photo ruler on the render side at all; the ruler's subject is the photographs, where the outside oracle is the second system
2026-09-17 queue NEXT, in order: a fit verb that solves the face morphs and eye genes against a reference card's axes from the STATED landmarks (no render in the loop; the private-ref:09b9baad oracle row gives tilt 118 and 106 deg10, ICI 354, ICF 1098, and the tilt gene's ceiling of 100 already names the first range to widen); the outside oracle run on renders as the third system with pairwise agreement and seeds 9 to 16 held out; the lip unit as the next piece; fetched sources for the eye gene ranges (they are a first declaration from general periocular anthropometry, never a published norm), for the symmetry evidence this board already rates CONTESTED, and for a realism bar of the Kojima-class digital doubles; the lip ratio gate reads 8 of 9 RED on the untouched tree (control run), so that failure pre-dates this rung and is its own row
2026-09-17 land eye unit shipped on the NAS: nx_fissure_gate promoted sha d9cf19bd95da6509 8 of 8 GREEN, nx_twinfit_gate promoted 88 of 88 GREEN inside the proof deadline after the twin library moved to the threaded renderer, nx_twinfit promoted; sources converged laptop and NAS by hash: nx_faceanat 190d8e1bacafd1f4 56432 B, nx_twinfit_lib 2978238ae57c75b5 35890 B; nx_twinface and nx_mediajudge_gate still owed behind build admission, plan ship-results rows 3 and 4; shipped, awaiting acceptance
2026-09-17 measure hold-out seeds 9 to 16 caught the instrument: seed 11 read NO-CLOSURE because the corner walk stepped 4 units between flickering columns; at 1 unit all 17 seeds have surface-confirmed truth with gaps of 1 to 4 units; the hold-out referee mean of 144 permil equals the tuning set, so the photo ruler on renders is off by the same amount on faces it never saw
2026-09-17 lesson the ship loop proves a gate inside a fixed 15 minute deadline and a fired deadline returns exit minus 5; three single-threaded face renders on a box at load 17 did not fit; the threaded renderer cut the gate from about 150 s to 25 s and the proof passed; a proof budget is part of a gate's design
2026-09-17 lesson consecutive person seeds give near-arithmetic gene progressions because the generator seeds a linear congruential stream with the seed itself; noted, not changed; a population draw should hash the seed first
2026-09-18 land the eye unit's landmark-truth teeth moved out of nx_twinfit_gate into their own gate nx_twintruth_gate: the block moved byte-identically (block hash 10b5bab3 in both files, proved before the cut), 42/42 GREEN laptop in 13.4 s, src 291c5555 pushed (expect=absent), NAS built and promoted 30b77fbf 105,272 B, registered, _offc installed; organ_gate.conf rung row aesthetictwin:AT39 -> nx_twintruth_gate; twincheck plan step 4 runs it daily
AT40 The first fit: solve the face morphs and the eye genes against a reference card's axes from the generator's STATED landmarks, no render in the loop, a gene that ends on a range limit named, the answer confirmed on the surface · cell PRESENT · gate NO-GATE-DECLARED
Contracttw_fit · executor Organ · 2 u · stands on AT39, AT34
Definition of doneThe twin loop closes for the first time on the axes the generator can state: once the face states its own canthi, a card's eye axes are a function of thirteen genes (seven face morphs, six eye genes) that costs four lookups to evaluate. Done-rule: a pattern search over the declared ranges (single and paired gene moves, halving steps, a move kept only when the cost strictly falls); a cost that puts every axis inside its error band first and nearer its centre second; tilts and roll taken from milli-pixel projections so the objective does not move in plateaus; the stated corner's depth taken by arithmetic on the lid shell's outer sphere; a gene the card cannot use stays at the canon; a gene that ends on its range limit is NAMED, which is the range the generator would have to widen; an axis the generator cannot state is reported UNSTATED and the verdict is PARTIAL, never quietly dropped; the answer is confirmed once by the surface scan; the gate recovers a planted genome's axes, holds an unreachable tilt to UNREACHED with the tilt gene on its ceiling, and holds the cost to planted arithmetic. OPEN: the lip axis (needs the lip unit), sub-unit opening precision (one half-width unit moves the fissure ratio about 21 permil, the named limit on fitting closer than that), and more card axes as the generator learns to state them
Matrix celltwin-fit-from-stated-landmarks · runtime/nx_twinfit_lib.nx · PRESENT decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_twinfit_lib; declare nx_twinfit_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 measure FIRST FIT TO THE private-ref:09b9baad CARD (private-ref:b7a71b7a, the outside oracle's medians over six stills): from the canon face (tilts 47 and 47 deg10, ICI 405, ICF 1360, cost 5085) the fit reaches tilt R 74 against 76 plus or minus 33, tilt L 83 against 91 plus or minus 18, ICI 354 against 354 plus or minus 11, ICF 1088 against 1087 plus or minus 46, cost 11, in 2529 evaluations and about two seconds on the laptop; genome width 92, length 108, jaw 100, eyes 104, lips 100, nose 100, cheek 100, eye_tilt 82, eye_open 100, eye_width 100, upshare 581, dtilt 4, dopen 0, no gene at a range limit, surface gap 5 and 5 units. Four of four stated axes REACHED, the lip axis UNSTATED, verdict PARTIAL by design. Rendered close-up, the fitted face shows larger, closer-set eyes with an upward lateral tilt on a face that is otherwise still the mannequin: the AXES are fitted, the LIKENESS is not, and nobody should read this row as a twin
2026-09-17 lesson THREE from the fit's own gate, each a failed tooth first. (1) Reading the corner's depth from the blended surface made the objective noisy, because the field is steep and discontinuous exactly at the corner, and the first fit stalled with the left tilt at 67 against 91; the depth on the shell's outer sphere is arithmetic. (2) Single-gene moves stop on the wall of a diagonal valley when two ratios share genes; paired moves took a planted genome's final cost from 439 to 10. (3) Tilts from deci-pixel corners move in plateaus of about 1.5 deg10, so an unreachable tilt stopped two short of its ceiling and the limit went unnamed; milli-pixel projections fixed it. A permil eye-width gene was tried and reverted inside the hour: the opening's half-width is a whole number of model units, so the lattice, not the gene's unit, is the resolution
2026-09-17 land fit from stated landmarks shipped inside nx_twinfit and its gate (planted genome recovered, an unreachable tilt stays UNREACHED with the gene on its ceiling); the private-ref:09b9baad card fit, genome 92,108,100,104,100,100,100 with eye genes 82,100,100,581,4,0, reaches tilt R 74 of 76, tilt L 83 of 91, ICI 354 of 354, ICF 1088 of 1087, lip UNSTATED, verdict PARTIAL by design; shipped, awaiting acceptance
AT41 Results home: one page per board, every image click to open, nothing sensitive drawn on load · cell PRESENT · gate NO-GATE-DECLARED
Contractcres_render · executor runtime/nx_compare_results_lib.nx · 2 u · stands on AT39
Definition of doneThe board's results file renders to /compare/aesthetictwin/results with zero media outside a click-to-open block; the gate holds a planted bare image, a planted explicit row and a policy file that tries to loosen the floor; the page is regenerated by a seeded plan and a daily clock row
Matrix cellresults-home-one-page-per-board-click-to-open · runtime/nx_compare_results_lib.nx · PRESENT decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_compare_results_lib; declare nx_compare_results_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-17 land https://nishifamily.com/compare/aesthetictwin/results is live: 14 results (the private-ref:09b9baad fit in three views, the canon face, seeds 1 to 8, the private-ref:09b9baad media report), 13 click to open, 1 withheld, 0 bare media, read 200 from outside the NAS; data buildroot/knowledge/compare/aesthetictwin.results; nx_compare_results_gate 34 of 34 GREEN and bite-proven (a mutant that opens explicit media reads RED 29 of 34); plan results-aesthetictwin and clock row resultsaesthetictwin declared; shipped, awaiting acceptance
2026-09-17 retract the public media report page private-ref:09b9baad showed a partly nude reference still of a real person inline; operator rule 2026-09-17: nothing like that on a public board without a click to open; the page is retired reversibly to private-ref:09b9baad and its URL reads 404; the measurements stay in the estate
2026-09-17 measure honest state of the renders now that they can be seen: the eye unit reads as an eye (lid shell, canthi, lash line, iris); the rest of the face is a lumpy mannequin (blended cheek and nose volumes, slab brows, no lip truth); the fit moves four eye axes onto the card and is not a likeness
2026-09-17 queue next units, small pieces integrated: lip unit with construction truth, nose unit, midface volumes, brows as hair, skin shading; then nx_asset_page images and 3D canvases behind the same click-to-open primitive, a results section on the board page itself from the emitter base, and one report verb that fits, renders and appends its own result rows
2026-09-17 land the whole path is estate-run: nx_compare_results, nx_compare_results_gate, nx_twinface, nx_twinfit, nx_twinfit_gate, nx_fissure_gate and nx_mediajudge_gate (live sha 21a969035504b2ac) are promoted and registered on the MCP surface; cap ~/.nishi/twinresults0917.cap; plans results-aesthetictwin (publish and verify, ran steps=2 ok on the NAS) and twinrender-aesthetictwin (twelve renders, publish, verify, one call); clock row resultsaesthetictwin daily; the media judge gate lost 60 printable runs because freezing its fixture to a stored PNG dropped the renderer import, so the renderer's symbol strings left the binary: one tooth name replaced by the frozen-fixture tooth, the rest symbol names, gate 45 of 45 GREEN
2026-09-18 measure the contract cres_render is present at buildroot/runtime/nx_compare_results_lib.nx line 230 (nx_shelltool grep, corpus_complete=1); the rung row names that organ in its kind field, which the close ruler does not read, and no matrix row named the contract, so built read UNOBSERVABLE; the row results-home-one-page-per-board-click-to-open was added 2026-09-18. nx_compare_results_gate is on no roster, so tested waits for its admission
2026-09-18 queue nx_compare_results_gate trial GREEN 34/34 in 6 ms, admitted to the main roster
AT43 The lip unit: two swept vermilions meeting at the stomion, with construction truth · cell PRESENT · gate UNRECORDED
Contractfa_lip_stated · executor runtime/nx_faceanat.nx · 2 u · stands on AT4, AT39
Definition of doneThe generator states labrale superius, stomion, labrale inferius and the cheilia in closed form through the renderer's own outline function; on the canon face the surface ruler reads the vermilion ratio from the rendered midline with nothing refused and agrees with the statement within one refine step on each height; the stated ratio is the canon row upper_over_lower_lip within one unit of rounding; a fullness morph holds the stated ratio; lips past the sampled band are refused by name; each of those teeth is bite-proven by a planted mutant
Matrix celllip-unit-swept-vermilions-and-landmark-truth · runtime/nx_faceanat.nx · PRESENT decl
Gatenx_lipratio_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-09-18 land the lip unit is live on the NAS: renderer op SDF_OP_LIPSWEEP with a zero-radius guard on both ellipsoid evaluators (sdfrender 4c63f1b9; a unit-scaled render is byte-identical to before the guard) and the face's two swept vermilions over a split perioral mound with a seam carve (faceanat 3b7862d4); the surface ruler fa_lip_ratio now reads each border as the vermilion edge on the ray-marched midline refined to one model unit, takes the stomion as the deepest INTERIOR recession at the centre of its deepest run, and publishes both sulci; fa_lip_stated states the landmarks; promoted nx_lipratio_gate b3a73b33 (15 teeth, staged run GREEN on the NAS), nx_twinfit_gate 0df56659 (two new seed-42 lip teeth), nx_eline_gate 569ccdc6, nx_fissure_gate 27c4f03c (output byte-identical to before: the eyes are untouched), nx_faceanat_hires_gate 29c032ff, nx_photomark 54494c24 (a refused eye pair now prints its candidates and the asymmetry beside its limit); shipped, no referee grade yet (the photo ruler does not measure vermilion heights on a render), awaiting acceptance
2026-09-18 measure canon face: surface 49 over 78 = 628 permil and the statement says 628 (canon 625, band 625 to 1000), stomion -390 exactly on the carve that makes it; seed-42 morphed identity: surface 612 = stated 612; fullness morph at 130 percent: 623 = 623; halved lips: 641 both; lips at 857 percent (stated upper line at y +23, above the band) refused VERMILION_PAST_BAND with no height. Bites, each a planted mutant killed by the tooth built for it: the upper height typed at the bow's peaks (T10 reads 525 against 625); the borders at the fade's half level (T11, both heights 2 units in); a bow dip that ignores the lip's height (T8); a stomion search without the interior test (the twinfit seed-42 teeth, reason NO_LOWER_PEAK). The half-level mutant first SURVIVED a tolerance of 2 derived as one step per end, and that derivation was wrong: the borders land on the outline exactly, only the stomion carries error, so the tolerance is one step and the mutant now dies
2026-09-18 lesson a ratio whose canon names labrale superius and inferius must measure the VERMILION LINE, never a profile turning point: the first recession below a real lower lip is the mentolabial sulcus several millimetres lower, so the first ruler measured a different landmark than the canon it was compared with, and on a chinless face it measured nothing at all (NO_SULCUS_IN_BAND on every build). And a height hand-computed beside its canon drifts by the term nobody wrote down: 49 was typed at the bow's PEAKS, the midline stood at 39 and the stated ratio at 500 permil, outside the canon's own band; the upper height is now DERIVED from the canon row and the bow's fraction
2026-09-18 measure the photo ruler's eye pair on the twin render is MARGINAL and the lip unit exposed it, it did not cause it: on the pre-lip render the right eye read 59 px against 41 px on a mirror-symmetric face (asymmetry 305 of the 350 permil limit), the lip unit's first cut moved the Haar face box from 140..380 to 179..372 and tipped the pair to 359 and a refusal, and the derived upper height moved it back under the limit. In BOTH renders the right lateral canthus sits exactly on its eye band's left edge (x 177 = band x0, then 176 = band x0): the ruler measures the window there, not the eye. The new pair-refusal line printed the candidates, the widths and the asymmetry beside its limit, which is what showed it
2026-09-18 queue next, in order: (1) the photo ruler: a canthus on its band's edge is the window, not a landmark -- take the extremes of the dark region CONNECTED to the eye and refuse by name when it still touches the edge, judged on the private-ref:09b9baad referee rows before and after; (2) the chin unit: the canon face has no mentolabial sulcus (the midline recedes monotonically from the lower lip at -704 to -450 at y -692; the chin front stands at -583) so knowledge/facecanon.conf mentolabial_sulcus_depth (40 mm10) is unexpressed, and the same chin puts the lower lip 4.7 mm in front of the E-line; (3) vermilion colour contrast from a cited lip-versus-skin measurement (the legacy +44/-30/-10 barely lowers luma, so the lips read pale close up); (4) DELIBERATELY NOT REBUILT here, so their served binaries keep the old mouth until their own lane rebuilds them: nx_gen, nx_gen_unified, nx_gen_content, nx_persongen_gate, nx_persongen_render_gate, nx_faceanat_mesh_gate, nx_faceanat_stereo_gate, nx_faceanat_texbake_gate, nx_gsplat_face_gate, nx_gsplat_aniso_gate, nx_gsplat_photofit_gate (mesh 4/4, stereo 4/4 and aniso 3/3 GREEN against the lip unit on the laptop; texbake, gsplat_face and photofit need the reference photo the laptop lacks)
AT44 The photo ruler reads each canthus from the eye fissure and the mouth from its seam, refusing every window-side reading by name · cell LANDED · gate NO-GATE-DECLARED
Contractpm_eye_fissure · executor runtime/nx_photomark_lib.nx · 3 u · stands on AT43, AT31, AT39
Definition of doneRuler version 3 of nx_photomark_lib (shipped 2026-09-18, live nx_photomark 927dd890 285,280 B, gate 5d4152ec 79/79): each lateral and medial canthus is the extreme of the eye fissure grown from the pupil instead of the edge of its search band, and a canthus that lands on its window side is refused as PINNED naming the side; the mouth gives five landmarks from the lip seam (pm_mouth, pm_mouth_anchored on the oracle canthi, pm_lip_score) with seamless and short-seam refusals by name. DONE-RULE: nx_photomark_gate GREEN with planted asymmetric canthal tilts and a split mouth read within tolerance and every refusal firing on its decoy, and the referee over private-ref:b7a71b7a publishing FOUND, PLACED-OFF, UNMEASURED and PINNED as a partition that sums. Measured after this rung: FOUND 2 of 16 (mean NME 59 vs 54 before), the two remaining PLACED-OFF stills halved their errors, three stills now refuse as PINNED; the lateral-canthus bias on photographs (L_lat NME 101) is NAMED, not solved
Matrix cellphoto-ruler-canthus-from-the-eye-fissure-and-mouth-from-the-seam · runtime/nx_photomark_lib.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_photomark_lib; declare nx_photomark_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-18 land RELAUNCH AFTER THE SPEND-LIMIT CUT: the ship had ALREADY LANDED, not stopped: live nx_photomark 927dd890 285,280 B (mtime 1789764414) and nx_photomark_gate 5d4152ec 327,912 B (1789764428), each byte-identical to its _offc twin (installed 1789764503 and 1789764524), with the pre-AT44 pair banked in .prev (nx_photomark 54494c24 252,136 B, nx_photomark_gate e98ccef1 284,360 B, the exact pair the last AT43 row names as served); the live binary carries pinned_bits= (3 runs) and none of mouth_pixels=, pm_eye_extremes, pm_box_mean_luma, pm_box_mean_cr while .prev carries mouth_pixels=, so the four named lost runs are the previous seat's own deletions and the promote consumed the stage (BUILT==PROMOTED with no stage is what a landed promote looks like, not an unshipped one); sources on the NAS (buildroot/runtime, pushed 1789764182..184) hash 1a8d7a89 11,887 B, 0e90efe7 103,255 B, 18e52795 35,532 B and the laptop twins hash identically (nx_closurehash rows, closures f79aa67d and 22e517b3, 0 unresolved); nx_photomark_gate bare on the live binary GREEN 79/79 (the AT44 teeth: five mouth landmarks on the planted lines, chin-fold and red-shadow decoys unmoved, seamless and short-seam refusals by name, the lash wing tip taken as the canthus with the decoy dot excluded, a fissure run onto its window side refused PINNED naming the image-left lateral); roster trial at nice 10: GREEN exit=0 ms=1079 rows=1 ran=1 deferred=0 red_absent_timeout=0 against the 180,000 ms deadline; deliberately NOT re-promoted: a second promote of the same target overwrites .prev with the live bytes and destroys the AT43 rollback target
2026-09-18 measure REFEREE ON THE LIVE AT44 RULER (nx_photomark 927dd890, cascades loaded, private-ref:b7a71b7a, 23 rows): judged 16, FOUND 2 (private-ref:de5029b2 mean 75 max 91, private-ref:de5029b5 mean 43 max 62), PLACED-OFF 2 (private-ref:4456974e mean 94 max 177, private-ref:df502b41 mean 61 max 103), UNMEASURED 12, partition 16 of 16, mean NME of FOUND 59 permil against the found bar 100, tilt within 20 deg10 on 0 of the found, per-canthus mean NME over the 4 measured stills R_lat 72 R_med 59 L_med 42 L_lat 101; THE MOUTH PARTITION THE RULER DID NOT HAVE: as the ruler places it, lip FOUND 1 (private-ref:de5029b5 mean 13 max 35, ratio 553 against 537), PLACED-OFF 1 (private-ref:de5029b2 mean 138 max 281, its image-right cheilion 281), UNMEASURED 14 (12 behind refused eyes, private-ref:4456974e SEAM-SHORTER-THAN-A-LIP, private-ref:df502b41 NO-LIP), ratio abs error mean 54 permil over the 2 measured; anchored on the oracle canthi, FOUND 4 (private-ref:4456974c mean 24, private-ref:4456974f 35, private-ref:de5029b2 21, private-ref:de5029b5 13), PLACED-OFF 5 (private-ref:44569749 135, private-ref:4456974a 102, private-ref:44569752 79, private-ref:de5029af 123, bp1 135), UNMEASURED 7 (private-ref:de5029ae private-ref:de5029b6 private-ref:df502b42 seam shorter than a lip, private-ref:de5029b0 private-ref:de5029b4 SEAM-PINNED-TO-WINDOW, private-ref:4456974e, private-ref:df502b41), mean NME 74, ratio abs error mean 112 (private-ref:4456974c reads 1125 against 482 with all five points inside the bar: the landmarks and the ratio are two different claims and the summary keeps both). BEFORE, the served pre-AT44 ruler (54494c24, carrying the board's 491c3b0a referee numbers, the AT43 ship changed only the refusal print): FOUND 2 (private-ref:de5029b2 68, private-ref:de5029b5 41), PLACED-OFF 4 (private-ref:4456974c 136 max 328, private-ref:4456974e 183 max 400, private-ref:44569752 134 max 238, private-ref:df502b41 93 max 136), UNMEASURED 10, mean NME of FOUND 54. READ PLAINLY, NO OPTIMISM: FOUND is unchanged at 2 on the same two stills and their mean moved 54 to 59 (a few permil worse each), the two stills still PLACED-OFF halved their errors (private-ref:4456974e 183 to 94, private-ref:df502b41 93 to 61), private-ref:4456974c and private-ref:44569752 left PLACED-OFF for refusals by name (pair check 5 and 3), three stills now refuse as PINNED (private-ref:4456974f private-ref:de5029af private-ref:de5029b4, a fissure run onto its window side, pair_fail 7), the lateral canthi still carry the largest error (L_lat 101), so the canthus-on-the-edge class is NAMED on photographs and not yet solved on them; nx_behaveprobe prev on this workload: DIFFERS, STRONG, live 5,478 B (byte-equal to the job run, a free determinism control) against .prev 3,190 B, first diff at byte 94
2026-09-18 lesson (1) BUILT equal to PROMOTED with no stage is the signature of a promote that LANDED, not of one that never ran: the relaunch brief read it as nothing promoted, and the discriminators were free and mechanical (the live elf mtime 4 minutes after the source push, a key that exists only in the new source counted in the live bytes and the old key counted in .prev, the tooth count 79 against the pre-AT44 gate's 51); a relaunched lane establishes landed-vs-owed from the artifacts before touching anything, because here the one touch on offer, a second promote, would have overwritten .prev and destroyed the AT43 rollback target. (2) nx_stale_check is detect-only for the serving root but OVERWRITES buildroot/_build/<t>.sov.elf with a sov-lane rebuild, and that lane emits a 12.7 percent smaller binary from byte-identical source (248,626 against 285,280, 287,012 against 327,912) whose named lost runs are runtime/<name>.nx build metadata, so its CAPABILITY-LOSS on an unchanged source is the lane class and its fossil turns the drift census into a promote-me pointing at a revert; both fossils were put back from the live bytes with nx_filecopy (verified=1, mode 493) and are hash-identical to live afterwards. (3) nx_behaveprobe compares live against <t>.sov.elf.new and refuses NO COMPARAND when nothing is staged (it does not build), so a source-vs-live behaviour proof needs a stage, and a stage byte-identical to live has no clean disposal for a lane without a delete verb (a promote banks .prev): the source-equals-live claim here rests on the mtime chain, the fossil that equalled the promoted bytes before the stale check displaced it, and the outputs, and says so rather than staging a gun to prove it.
2026-09-18 queue for the coordinator: (a) the board carries NO rung row for AT44 (0 hits before this relaunch; the gate header says every AT44 tooth was bitten by a mutant, but nothing was journaled): declare rung AT44 with its contract symbol on runtime/nx_photomark_lib.nx (pm_eye_fissure for the canthus grown from its pupil, pm_mouth for the five landmarks from the seam, pm_mouth_anchored and pm_lip_score for the referee's mouth partitions), its matrix watch row, its rungrole and its deps (AT43 AT31 AT39), or the shipped capability stays dark on the board it was built for; (b) nx_photomark_gate fits the roster at 1,079 ms against 180,000 at nice 10 (trial row 1789765483) and is admitted today: no deadline change needed; (c) next for the ruler, judged on this referee: the lateral canthi still carry the largest error (L_lat mean 101) and the two FOUND stills did not improve (54 to 59), so the fissure grown from the pupil needs a signed per-canthus bias row on photographs like the render side has (deci-pixels per canthus, not only NME), and the three PINNED photographs (private-ref:4456974f private-ref:de5029af private-ref:de5029b4) are the worklist for a window too narrow rather than a canthus that is off; (d) private-ref:4456974c's anchored mouth is FOUND on five points with its ratio 1125 against 482: the vermilion borders sit inside the bar while the inner edges do not, so the ratio needs its own per-still tooth before it is believed, and the lip ratio abs error (54 own, 112 anchored) is the number to move; (e) the referee prints no wall time and 23 rows took about 150 s per pass on the loaded box: print it as a value so the roster can price a referee beat; (f) laptop twins are byte-identical to the NAS (closures f79aa67d and 22e517b3, 0 unresolved), nothing to pull; (g) nothing was re-promoted, re-staged or re-registered by this relaunch, and _offc equals the serving root for both binaries.
AT45 Image-level likeness referee: same-person band derived from the reference set, every axis published, the rejected renders read outside · cell LANDED · gate NO-GATE-DECLARED
Contractlk_score · executor Organ · 2 u · stands on AT4, AT31, AT33
Definition of doneTwo stills are aligned into one canvas by the similarity that maps each face's two eye centres onto the canvas's (the oracle canthi for the references, the photo ruler's canthi for a render, its refused-pair candidates when that is all it holds, every source named on the receipt) and ten axes are measured between them and published one per line: landmark NME, canthal-tilt delta, the edge-orientation descriptor as L1 and as cosine, skin L a b, the shading layout, the texture layout, the texture energy. The band per axis is the WORST distance among the reference set's own same-person pairs (six pairs of four clothed frontal stills, printed with the pair that set it), the canvas is twice the smallest reference eye span and the grid cell is the set's own landmark spread; a subject passes an axis iff its nearest reference lies within the band, the verdict is the count of axes inside, outside and unmeasured, INSIDE only when no measured axis is outside, no weighted sum and no typed coefficient. Done-rule: nx_likeness_gate GREEN on the real set: band from at least three pairs, a reference against itself zero on every axis, a rolled and scaled copy INSIDE with its geometry within two canvas pixels, the two rejected renders OUTSIDE and measured rather than unaligned, the door agreeing with the in-process path. OPEN BAR carried to the structure contender: the structure family separates 1 of 4 renders today (the same person's photographs spread more on every classical structure ruler than a render differs from a photograph at an 84 px canvas), so the rejections rest on skin chroma and texture layout; the rung is not accepted until a structure ruler reads 4 of 4
Matrix cellimage-level-likeness-referee-same-person-band · runtime/nx_likeness_lib.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_likeness_lib; declare nx_likeness_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-18 measure FIRST RUN ON THE REAL SET (laptop, nx_likeness_gate, 2026-09-18). References: private-ref:b7a71b7a, 11, 12 and 14, the clothed frontal stills among the 15 the outside oracle landmarked (0, 10, 16, 17, 18, 20 and 21 are nude and excluded from every fixture; 1 carries a 29 px eye span; 5 and 6 are hair-occluded; 9 is three-quarter), all four aligned from the oracle rows at tenth-pixel precision. Canvas 84 px, twice the smallest reference eye span (private-ref:4456974c, 432 deci-px); grid 9 cells of 9 px from the 219 permil geometry band; 6 same-person pairs. Bands (worst pair, mean): geometry 219 permil (145), tilt 353 deg10 (201), struct_l1 2891 (2607), struct_cos 137 q10 (113), skin L 8434 e3 (4761), skin a 4110 (2100), skin b 17658 (9703), shading 846 q10 (587), texture layout 644 permil (545), texture energy 52 per px (26). A reference against itself reads 0 on all ten axes. The anchor resampled into a 300 x 260 frame rolled 27 degrees at a 67 px span reads INSIDE on all ten (geometry 1 permil, tilt 0, struct_l1 142, shading 0, skin a 10) and its mouth landmarks shifted by a tenth of the span read 56 permil against 55 expected. canon_close (skin route): OUTSIDE on skin a 4745, inside on every structure axis (struct_l1 2712, shading 441, texture 559, energy 11). seed_1 (cascade route [haar_face_default]): OUTSIDE on skin a 6505, inside on structure (2128, 531, 564, 9). private-ref:b7a71b7a (skin route; the cascade's face box was the nose tip with no eye pair, and the route chooser never reaches the skin route on that refusal): OUTSIDE on skin a 5075, inside on structure (2469, 446, 590, 12), geometry 13 permil to private-ref:4456974c because the fit loop matched the card's own axes. private-ref:b7a71b7a (aligned from the skin route's refused-pair candidates, geometry and tilt UNMEASURED): OUTSIDE on texture layout 654 against 644, skin a 3920 inside. Gate GREEN 29 of 29 in 2.2 s on the laptop; bite: the a* axis zeroed reads RED 26 of 29 on exactly the two neg-control verdict teeth and the rejected close-up, restore verified by hash b9b07a28. Structure family separates 1 of 4 renders.
2026-09-18 lesson A SAME-PERSON BAND TAKEN AS THE WORST PAIR IS AS WIDE AS THE REFERENCE SET IS VARIED, AND ON EVERY CLASSICAL STRUCTURE RULER FOUR PHOTOGRAPHS OF ONE WOMAN (studio flash, a rolled selfie under foliage, a 45 px face) SPREAD MORE THAN A WAXEN RENDER DIFFERS FROM ANY OF THEM: the ruler that refuses these renders today is skin chroma, not shape. The first accept rule (renders OUTSIDE on the structure axes) failed on its first run and is recorded in the gate's own header rather than tuned away; the separation count is published as a value because a tooth on it would be RED by construction and a RED gate cannot be bite-proven. A second lesson from the route: a chooser that falls back only on NOFACE leaves a render whose spurious face box holds no eye pair UNMEASURED, so the referee carries its own alignment ladder and names every rung of it, a degraded alignment included.
2026-09-18 queue STRUCTURE CONTENDER OWED, the open accept bar of this rung (4 of 4 renders separated on a structure axis): a sovereign identity descriptor on the nofloat training lane, judged first on the operator's own rejects and on a different real person's clothed photograph, because the reference set holds one identity and the referee's specificity on photographs is UNMEASURED today; the bar is the current month's listing [arxiv_faceanat_202609]. Outside oracle: no identity embedder is installed on the laptop (insightface, deepface and face_recognition absent; mediapipe 1.0.1 and cv2 5.0.0 present), so no embedding numbers were published; the smallest install that would work is insightface with onnxruntime (the buffalo_l ArcFace pack), a licence question for the operator, not installed. For the coordinator: admit nx_likeness_gate to the production roster after its trial, declare aesthetictwin:AT45 nx_likeness_gate in knowledge/organ_gate.conf, and add a twincheck plan step that scores every render with nx_likeness score against private-ref:b7a71b7a before it is published, so no render can reach /compare again with every gate green and no likeness measured.
2026-09-18 land SHIPPED 2026-09-18 through the laptop build farm and the mgmt lane: nx_likeness_lib (53,971 B, sha b9b07a28, composes nx_photomark_lib for the decoder, the landmarker, the tilts and the oracle-row parser, nx_visdesc for the edge-orientation descriptor and its L1, nx_cosine_similarity for the cosine of the descriptor and of the centred shading grid, nx_skinsample_lib for the skin chroma rule and the Lab mean), nx_likeness (CLI: score, band, crop; source 5,014 B sha 0037fa9a; laptop compile proof, NAS /api/build src_path named the target, PROMOTED 338,136 B sha d681c942, registered, _offc installed), nx_likeness_gate (source 17,714 B sha 9d23ca21; PROMOTED 339,904 B sha 5b9cee23, registered, _offc installed; GREEN 29 of 29 on the laptop in 2.2 s). Bite (a MEASUREMENT, the mutant named): the a* tone axis forced to zero in lk_axes reads RED 26 of 29 on exactly neg-control-canon-render-reads-outside, neg-control-seed1-render-reads-outside and private-ref:09b9baad; restore proven by hash b9b07a28 before and after, both trees byte-identical (nx_filehash on the NAS, the sovereign hasher's laptop reading). Both trees carry the three sources; the buildroot twin on the laptop is a byte copy of the pushed file. The three organs are REGISTERED-UNAUTHORISED (no cap minted): a cap naming nx_likeness and nx_likeness_gate is the coordinator's mint.
2026-09-19 land Coordinator closure of the likeness referee, 2026-09-18: nx_likeness_gate admitted to knowledge/gateroster.conf from its trial row (GREEN 29/29, 16675 ms at 180000); knowledge/organ_gate.conf declares aesthetictwin:AT45 -> nx_likeness_gate; a cap covering nx_likeness and nx_likeness_gate minted (30 days, audited) and nx_toolreg_reconcile run (rows=2057, already=1987, failed=0); the lane's /tmp reference list copied to the durable private-ref:b7a71b7a (@oracle private-ref:b7a71b7a + private-ref:4456974c, private-ref:de5029af, private-ref:de5029b0, private-ref:de5029b2); the twincheck plan re-seeded with row 5 = nx_likeness score of the published render private-ref:b7a71b7a against that list, so the daily check scores what the operator sees and a render outside the band stops the plan fail-closed. The lane's finding stands as the open bar: at this canvas the classical structure rulers do not separate a render from a photograph of the same person (same-person spread exceeds render-vs-photo distance), the rejections rest on skin chroma; the structure contender (an identity ruler) is queued, and specificity against a different real person is unmeasured with one identity in the set.
AT46 The skull-bound tissue-depth skin: the skin as an offset surface of the generated skull by the forensic tissue-depth field, controllable fat compartments, and named patches where no bone backs the feature · cell LANDED · gate NO-GATE-DECLARED
Contractsks_surface · executor runtime/nx_tissuefield_lib.nx · 2 u · stands on AT17, AT39, AT43, anatomy:AN17 (UNRESOLVED: no such rung on this plan)
Definition of donethe skin is the generated skull offset along its own gradient normals by a depth field interpolated (Gaussian RBF, kernel width the median nearest-landmark spacing) from knowledge/tissue_depth.conf at landmarks LOCATED on the skull mesh, plus additive fat compartments whose magnitudes are a printed parameter vector; proven by nx_skullskin_gate: kernel arithmetic against closed forms, no vertex penetrates the skull (depth positive everywhere, min median max printed), neg-control-zero-depth-field (the skin equals the skull) and neg-control-doubled-cheek-fat (only the compartment support moves, partition summed), the photo ruler finds a face with both canthi of both eyes on the skin render and its intercanthal index sits inside the canon band widened by the ruler's own measured precision, and the skin's midline thirds equal within the table's spread (this last conjunct is SUBSTRATE: it reads the skull generator's proportions and is RED today); the NME against the outside oracle is unmeasurable in-lane until a render carries an oracle row
Matrix cellskull-bound-tissue-depth-skin-surface · runtime/nx_tissuefield_lib.nx · LANDED decl
GateNO-GATE-DECLARED — knowledge/organ_gate.conf carries no row for nx_tissuefield_lib; declare nx_tissuefield_lib TAB <gate> and the ship loop proves it and the verdict lands here.
Work log2026-09-18 measure CENSUS 2026-09-18 (skull-skin lane): the only .nxmesh-to-PNG path today is nx_meshview <in.nxmesh> <out.png> [layer] [view] (buildroot/runtime/nx_meshview.nx lines 9-10: orthographic z-buffered flat shade, three panels, front view = camera on +z so the skull mesh is anterior +z, superior +y); the results renders come from the SDF ray marcher (nx_sdfrender W 512 H 384 FOCAL 586, no mesh path: nxmesh count 0 in nx_faceanat.nx); the perspective mesh rasteriser is trimesh_render(fb, zbuf, W, H, yaw, pitch, camz, focal, smooth) at buildroot/runtime/nx_trimesh.nx line 513 (camera at -camz looking down +z, pixel packing r + g*256 + b*65536), PNG through nx_png.nx png_publish line 271. Mesh format NXMSH2 (nx_nxmesh_lib.nx): 16-byte header with ntris u32 at 12, 24-byte layer records, 84-byte triangle records = three float32 xyz in MILLIMETRES, three float32 normals stored at 1/4096 (nx_skullsdf.nx writer near offset 147330, SS_NQ), one RGB permil colour at +72, then a 4-byte layer id per triangle; nx_facemark.nx fm_profile_lane (offset 6358) reads only xyz and bins the most-forward near-midline vertex per y band. The skull carries NO landmark table: nx_skullgen P/R/F rows are part/ring/face LOFT records (SK_TAG_P 80), nx_skullsdf carries a tuned station vector P_VW..P_LPR (offset 28700-31795: vault, frontal, maxilla, jaw, ramus, orbit radius and x, tooth arches) and emits geometry only, so anatomical landmarks must be LOCATED on the mesh (profile extrema, support directions, canon ratios). Skull run nx_skullsdf /tmp/sks_skull_f.nxmesh 300 500 160: bbox 145x195x201 mm, grid 160, cell 2 mm, 45442 verts, 91156 tris, about 130 s wall on the NAS (job start 1789765758, mesh mtime 1789765888), 8021816 bytes; nx_meshview of it 450752 bytes at /tmp/sks_skull.png. BASELINE for accept rule (i)/(ii): nx_photomark measure on private-ref:09b9baad reads UNMEASURED, face box 282,224,325,267 (43 px), eyes 0, no eye pair passed the pair check, so the baseline carries no NME and the bar is FIND a face with both canthi. Sources laptop runtime/: nx_tissuefield_lib.nx, nx_skullskin.nx, nx_skullskin_gate.nx and knowledge/tissue_depth.conf written and compiled (sov build-only 156819 and 278114 bytes); depth values inherited from nx_faceanat pending the tables in [degreef2006] [stephan2008], nose by [rynn2010] pending its regression, compartments named by [rohrich2007], method on-subject with [arxiv_skullface_202609]
2026-09-19 land sources on the NAS through the sovereign put door (E2E OK, whole-file sha): buildroot/runtime/nx_tissuefield_lib.nx 92640 B sha256 7f2530ff77ee258d, buildroot/runtime/nx_skullskin.nx 13462 B sha256 55df787e272a422f, buildroot/runtime/nx_skullskin_gate.nx 28313 B sha256 2396b0386fceeb8d, knowledge/tissue_depth.conf 13726 B sha256 7cbf4e8e63360990 (30 depth rows, 6 fat rows, 27 patch rows; 41 rows PENDING-REF naming [degreef2006] [stephan2008] [rynn2010] [rohrich2007]); laptop twins identical under runtime/ and buildroot/runtime/; /api/build on the NAS: nx_skullskin BUILT 191400 B sha256 b154dca87238c481 (src_path names buildroot/runtime/nx_skullskin.nx, src_sha256 matches the pushed source), nx_skullskin_gate BUILT 331488 B sha256 415e8588ed928d5a; laptop proof: the program runs the NAS skull (91156 tris, 44563 welded verts, 2 mm edge) to skin plus five renders in 610 ms at 79944 kB peak RSS; the gate reads 33 of 34 on the laptop with the one RED named substrate
2026-09-19 measure SHIPPED AND MEASURED ON THE NAS 2026-09-18: nx_skullskin PROMOTED 191400 B sha256 b154dca87238c481 and nx_skullskin_gate PROMOTED 331488 B sha256 415e8588ed928d5a (expect_sha256 on both), both registered and _offc-installed; nx_skullskin 300 1 on the generated skull (91156 tris, 44563 welded verts, 2 mm edge): 31 landmarks located, 0 fallback, 0 unlocated, 13 voters, anchor distance max 1.1 mm; kernel width sigma 31.4 mm (median nearest-landmark spacing); depth field min 5.0 median 8.5 max 13.0 mm, no vertex under the bone; compartments malar 3.0 nasolabial 2.0 jowl 2.0 mm at derived centres and radii (parameter vector printed); smoothing 16 iterations derived as (median depth over edge) squared, 2388 vertices held at half their depth off the bone; renders 512x384 in 3557 ms total, peak RSS 80000 kB, camera distance 223.8 mm derived from the 201.5 mm head at 900 permil of the frame; published to /compare/aesthetictwin/results/img/at46_skull at46_skin at46_pair at46_cutaway at46_skin_threequarter (five result rows appended, page publish launched). THE SKULL ITSELF, measured on its midline: prosthion 2 mm ahead of the glabella, POGONION 49 mm AHEAD OF THE GLABELLA, vertex 63 mm behind it, the aperture rim 38.5 mm ABOVE the canon nasal base (TFL-HOLE offset 385 u10) and the profile's aperture only one 2 mm band tall: the generated skull is prognathic and vertically mis-proportioned, which is the substrate rung anatomy:AN17, not this layer. THE RULER on the skin render (in-process, promoted photomark library): face found (box 95,51 to 407,363 of 512x384), both canthi of both eyes, canthal tilt R 22 L 43 deg10, intercanthal index 428 permil against the canon 380..420 widened by the ruler's own precision (2 x 24 permil x 1.428 = 68), intercanthal_eq_fissure 1500; the baseline private-ref:09b9baad reads UNMEASURED on the same ruler (no eye pair), so (i) is met where the baseline is not; the NME against the outside oracle stays unmeasurable in-lane (no oracle row exists for a render). THE THIRDS on the skin's midline: glabella 484, pronasale -75, subnasale -366, menton -1004 u10, middle third 850 versus lower third 638, tolerance 80 (the table's spread): RED, named substrate. nx_skullskin_gate on the NAS through the roster trial: 33 of 34 in 73831 ms (it generated its own skull as a child), verdict RED on that one substrate tooth; every kernel, control (zero-depth field, doubled cheek fat partition 3-sigma, empty frame, blank skin frame) and anatomy tooth GREEN
2026-09-19 lesson FOUR LESSONS, EACH FROM A RENDER LOOKED AT: (1) surface-nets triangles are not consistently wound, so face-averaged normals shade a skull as cobblestone; the gradient normals the file carries are the only normals to use, and a smoothed skin needs its normals smoothed the same way; (2) a single front-map cell can land inside the socket hole on a 2 mm mesh (one supraorbital read 122 mm behind its twin and one eye sank 16 mm), so an orbital rim is a CREST searched along rays and its depth is the median of the crests; (3) the photo ruler grows a fissure by darkness, so a lid the colour of skin reads a fissure the width of the iris (intercanthal index 555) and a one-step dark lash line brings it to 428: what the ruler measures is what the render must draw; (4) a bar tighter than the ruler's own precision cannot be read, so the canon band is widened by the referee-measured canthus NME as a conf row, never by hand. AND THE STANDING ONE: a skin that follows the skull faithfully looks exactly as wrong as the skull is; the substrate's prognathism and aperture height are now numbers on this board rather than an impression
2026-09-19 queue NEXT LAYERS, in the order the render asks for them: (a) the skull: the mandible 49 mm ahead of the brow, the aperture rim 38 mm above the canon nasal base, the alveolar process that should carry the upper lip forward, the zygomatic arches that render as rods (anatomy:AN17); (b) the tissue table read from the full texts of [degreef2006] and [stephan2008] so 41 PENDING-REF rows become measured rows (the mechanism is data: no code changes); (c) the nose by the [rynn2010] regression on the aperture once the skull carries one; (d) muscles for expression between bone and fat, then the fat compartments as volumes rather than bumps; (e) skin: measured chromophores and ITA, subsurface scattering in the renderer, pores; (f) the eye unit's lid shell and lash line on this globe instead of the flat lid patch, brows as hair; (g) the likeness referee (AT45) and an outside-oracle row on a render so the NME bar in (ii) becomes measurable; (h) the coordinator: admit nx_skullskin_gate to the heavy roster with the substrate tooth read as the skull's rung, and declare organ_gate.conf aesthetictwin:AT46 -> nx_skullskin_gate
2026-09-19 queue STATE AT HANDOFF 2026-09-18: nx_skullskin_gate ran on the NAS twice (roster trial 33 of 34 RED in 73831 ms generating its own skull; direct run 33 of 34 in 3611 ms on the supplied skull, values identical to the laptop run) so the layer is deterministic across hosts; nx_gate_bite over nx_tissuefield_lib with subject nx_skullskin returned UNCONTROLLED (the harness refuses a gate that is not GREEN at baseline; the one RED is the substrate thirds tooth), so the mutation bite is OWED the moment the skull generator lifts that tooth, and until then the gate's evidence is its built-in controls (zero-depth field, doubled cheek fat partition, empty frame, blank skin frame, closed-form kernel checks); the scoped compare regen was REFUSED-ALREADY-RUNNING behind holder regen-1789778303, so the matrix watch row _ABSENT_:sks_surface flips on that regen or the next beat (the symbol is live in buildroot/runtime/nx_tissuefield_lib.nx); a 30-day cap for nx_skullskin and nx_skullskin_gate is minted (nonce 1789778670). COORDINATOR: admit nx_skullskin_gate to the heavy roster (trial journal /tmp/sks_trial.jrnl, 450000 ms deadline, 74 s measured), declare organ_gate.conf aesthetictwin:AT46 -> nx_skullskin_gate, and decide whether the substrate thirds conjunct is carried by anatomy:AN17's gate instead so this gate can be bite-proven by mutation
2026-09-19 measure Three sculpting lessons transcribed through nx_yt_transcript on the NAS (2331, 1519 and 2805 segments) and read from the mirrored bytes: the head "kind of tapers in the front and you're more flat in the front of the head and around in the back of the head" [yt_bryce_zbrush_skull_tx]; "the Jawbone it actually starts quite inside the cheekbone" and "it's not as wide as the skull which is also very common mistake", with the teeth cavity that "goes in quite deep" [yt_blender_skull_sculpt_tx]; the jaw "from the chin back to the end of the jaw, it's going to be one continuous straight line from the bottom and from the side" and the female head "just has this natural taper" [yt_blender_female_face_tx]. Each is a rule the AN17 skull generator must satisfy against the scanned oracle rather than a sculptor's eye: frontal flat with occipital round, gonial width inside bizygomatic width, alveolar cavity depth, a straight mandibular body line. They are artists' priors for the loft rules, never the measurement
AT47 Auto photo-match: media placed in the vault inbox or tagged in the vault is judged, matched and scored with no seat · cell LANDED · gate UNRECORDED
Contractpmx_beat · executor Organ · 3 u · stands on AT36, AT40, AT33
Definition of doneOperator 2026-09-30: "i also want to get an auto ingestion system setup so that i can just place or flag media in the vault/gallery for auto nishi attempts at getting the photo matched via the ssytem". THE LIKENESS POLICY IS THE OPERATOR'S (2026-09-30): the estate reproduces the pictured subject, identity included, and flags every result ESTATE-ONLY; the only use a result has without a grant is a proposal shown privately to the depicted person, and every deployment (VR, cosmetology, fine nude art, a gallery, merchandise, an advertisement, an avatar) is a use scope that person grants under a two-party royalty contract. Done-rule: a still placed in the vault inbox or tagged photomatch:queued is admitted exactly once by content id (a second beat never duplicates it), classified by nx_mvault, judged by nx_mediajudge (AT36), measured and attempted within a declared wall budget and re-measured by the same rulers as the photo (nx_photomark through the AT33 file door, nx_refstill GR62, CIEDE2000 by cs_de2000), its private report carries every score or names it UNMEASURED, the result is flagged ESTATE-ONLY with a proposal-candidate row, and every outward door composes nx_rights_ledger default-deny per exact talent and use scope; proven by nx_photomatch_gate on a fixture vault (the door refused with no grant, opened by a planted grant for exactly that talent and use, refused for another scope or talent) and by a live beat on the mirrored reference with its report produced
Matrix cellauto-photo-match-loop-from-the-vault-inbox-or-a-tag · runtime/nx_photomatch.nx · LANDED decl
Gatenx_photomatch_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
nx_varreceipt_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-10-01 land nx_photomatch SHIPPED (shipped, referee grade 26 of 26, awaiting acceptance): source buildroot/runtime/nx_photomatch.nx (50990 B) built sovereign on the first compile (_build 138560 B) and PROMOTED live nx_photomatch.elf sha256 b1e44d3496f6137cebd9464a9fc9014ea5c99351a701334132998e425fab7344, registered as nx_photomatch, _offc twin installed; the gate buildroot/runtime/nx_photomatch_gate.nx (20944 B) PROMOTED nx_photomatch_gate.elf sha256 0e9ca14d3c41bc74e3943abb40b8f024dcf616f75b1674dcd4c7e4be77397849 (127442 B), registered, _offc installed, row in aesthetictwin.gates; staged run 26 of 26 GREEN and the promoted gate on the promoted organ 26 of 26 GREEN (nx_job_run, /tmp/pm_gate_promoted.out); scratch rows nx_photomatch_at47_staged and nx_photomatch_gate_at47_staged reaped (reaped 2, refused 0). Verbs: flag (path or content id, full or judge, talent, root), beat (root, budget_ms), door (content id, use scope, root, rights prefix), show, talentbk. The two doors: the inbox vault/photomatch/inbox and the vault tag photomatch:queued in vault/photomatch/tags.rows (knowledge/photomatch.conf root row: the DSM share private-ref:ad3a1980 that nx_mvault_layout names is not materialized on this NAS). Every leg is a promoted incumbent forked whole into the private item record (nx_mvault classify, nx_mediajudge judge, nx_photomark measure, nx_refstill measure, nx_twinface render) and CIEDE2000 comes from nx_colorsci_lib cs_de2000. Owner: raci- row photomatch-loop (R engineer, A architect, C referee and warden, I team), workstreams.conf photomatch-loop to nx_plan_run, plan plane plan-photomatch-loop- (4 rows: beat, journal, proposals, gate); clock row photomatchbeat put revision 260 and bound revision 261 to the promoted sha256, 180 s DERIVED from the live beat (see the conf row attempt_budget_ms)
2026-10-01 measure LIVE on the mirrored reference private-ref:6a8ea809 (CC BY 2.0, sha256 d421bd741b72ca0a727af920c7323127c5341e4ccabb8e96f9780875f9219cca), flagged photomatch:queued through the vault tag and picked up by the promoted beat (/tmp/pm_live_beat2.out): admitted 1, scored 1, beat_ms 135554; journal vault/photomatch/photomatch.jrnl QUEUED, JUDGED (judge-verdict-MEASURED), ATTEMPTED (attempts=1), SCORED (flag ESTATE-ONLY), one proposal-candidate row; a second beat read admitted 0 seen 1 beat_ms 2. Private report private-ref:c8dec045 photo photomark MEASURED roll 409 deg10, canthal tilt R -199 and L 533 deg10, intercanthal index 597 permil (on a full-body beach frame the face box is the whole image, so these axes are the ruler's reading of a frame it was not built for); photo refstill skin region L 49.465 a 8.086 b 10.735 over 369 permil of the frame; attempt 0 (seed 222436311, 86214 ms): render skin declared sRGB 174,119,84 to CIELAB 54.901, 17.519, 27.863, CIEDE2000 skin 11.177; render photomark MEASURED roll 0, tilts 0, intercanthal 404 permil, so axis deltas roll -409, tilt R +199, tilt L -533, intercanthal -193 permil; render refstill DECODE-FAILED (it reads JPEG only). The live outward door: nx_photomatch door WEB_GALLERY on the production ledger knowledge/store/rights- (rows 0) read REFUSED reason no-current-grant. This is the photo-match BASELINE, not a likeness: a seeded face render against a full-body photograph scores dE00 11 and four large axis deltas, which is the number every later rung must move
2026-10-01 queue WHAT THE ATTEMPT CANNOT DO YET, named so nobody reads the live baseline as a likeness: a skin model at SOTA fidelity, pose and soft-tissue deformation, and clothing are outside the v1 attempt, and the rungs that carry them are skintwin ST6, graphics GR59 and GR62, aesthetictwin AT25 and AT26, and softbody SB13 and SB15; the v1 attempt is an identity search over nx_twinface's seeded face identities (seed from the content id, budget from the conf row attempt_budget_ms) and a face render cannot reproduce a full-body frame. EXACT NEXT STEP for the AT40 genome fit inside the loop: nx_twinface renders by seed only and nx_twinfit axes renders in memory without writing a PNG, so add a render verb taking the seven morph percents and the skin sRGB and writing the PNG (in nx_twinface beside render), then the ritual runs nx_photomark card on the still, nx_twinfit fit on that card, renders the fitted genome and re-measures it by the same rulers as today
2026-10-01 queue THE SAME-RULER GAP ON THE RENDER SIDE (graphics GR62): nx_refstill measure decodes baseline and progressive JPEG only and reads DECODE-FAILED on the twin's PNG, so today the render's skin CIELAB is the renderer's declared albedo carried through the IEC 61966-2-1 transfer function, while the photo's is refstill's measured skin region; the report says so on its skin_colour_basis line. EXACT NEXT STEP: in nx_refstill, decode through the AT33 chokepoint (pm_png_rgb in nx_photomark_lib, already JPEG and PNG) and hand the RGB to rfs_measure_rgb, so both sides of the CIEDE2000 come from one ruler; then the per-region table (skin, hair, fabric, background) replaces the single skin score. RIGHTS LANE (not this lane, queued for its owner): nx_rights_ledger holds four sealed use scopes (MERCH, WEB_GALLERY, AD_CAMPAIGN, AVATAR_NONEXPLICIT) while the operator's deployment list is open-ended (VR, cosmetology, fine nude art and whatever the person approves), so scopes as data (a conf of scopes the ledger reads, each with its contract terms) is owed; the door already refuses an unknown scope by name, so nothing opens until the scope and the person's grant both exist
2026-10-01 queue LOOP HYGIENE, each with its next step: (1) the clock row photomatchbeat sits in the DESIRED plane (bound revision 261) until the scheduler's next window init folds it live; verify with nx_clockjob get photomatchbeat reading plane LIVE and a fresh row in vault/photomatch/photomatch.jrnl; (2) an idle beat re-classifies every inbox file and every tagged path each beat (measured beat_ms 2 for one tagged 186 KB still), so before large video lands add a seen-set keyed on path, size and mtime, or move an admitted inbox file into its item record; (3) legs fork without a deadline (tr_run_redirect), so a hung leg hangs the beat: derive each leg's deadline from its measured cost (classify and judge about 10 s, the photo rulers about 70 s under tonight's load, one attempt 55 to 86 s); (4) a non-image type is REFUSED by name (type-video-not-wired) until the AT36 demux leg (nx_mp4_demux with nx_h264_decode_frame) feeds frames; (5) the report lives in the private vault record; the images-behind-one-click results page (login-gated, nx_asset_page) is owed; (6) placement from the laptop needs vault/photomatch/inbox as an nx_content_put destination, and the DSM share private-ref:ad3a1980 named by nx_mvault_layout does not exist, so the conf root row is repointed when it does; (7) a mutation bite of nx_photomatch_gate (nx_gate_bite with subject nx_photomatch) was not run tonight: three of the gate's builds were refused by build admission at load1 16.7 to 24.9 against 16.43
2026-10-01 lesson TWO TOOLS, TWO TREES, ONE BARE PATH: nx_txtscan answered the bare path knowledge/compare/aesthetictwin.gates with the buildroot copy (8113 B) while nx_fs_write appended the same bare path in the nishihost tree, where no such file existed, and so created a one-row aesthetictwin.gates that a gates-dir-first reader would have taken instead of the domain's real list. Caught by the append's own total (1148, the row alone), retired reversibly with nx_retire_path within minutes (knowledge/retired/knowledge_compare_aesthetictwin.gates-1790829244) and the row re-landed on buildroot/knowledge/compare/aesthetictwin.gates (total 9261). A write receipt's total is the cheapest witness that a bare path named the file you read; read it every time, and spell the tree in compare paths
2026-10-01 queue THE SCHEDULED PATH IS NOT YET PROVEN: the clock row photomatchbeat reads plane LIVE scheduled 1, ELIGIBLE, BOUND_CONTRACT to sha256 b1e44d34, interval 180, but execution_proven 0 with next_due unchanged at return time (the box sat above the build-admission load bar all evening, so a storm deferral is the likely reason; unverified). To give the first fire a witness, the estate's own twin render from the probe run (vault/photomatch/inbox/twinface_seed222436311.png, 97108 B, a synthetic face, not a person) was placed in the live inbox and left for the clock. EXACT NEXT STEP: nx_clockjob get photomatchbeat must read execution_proven 1, and vault/photomatch/photomatch.jrnl must gain QUEUED through SCORED rows for that render's content id with no seat involved; if it stays unfired, read the scheduler's deferral receipt rather than re-running the beat by hand. Also owed: the beat writes no heartbeat stamp, so an idle fire is invisible; add a truncate-written vault/photomatch/beat.stamp carrying ts and the counters, gated
AT56 Attractive body-proportion range: published bands as data, sampled by the generator and measured on the emitted body · cell LANDED · gate UNRECORDED
Contractbp_propband_sample · executor Organ · 3 u · stands on AT1, AT2
Definition of doneOperator 2026-10-01: get the right attractive proportions in a range like the glamour publications carry. knowledge/attractive_bands.conf carries one row per ratio with lo, hi, unit, refkey and the derivation from the source's own numbers (whr 650..710 permil from 0.68 +/- 0.03 [katzmarzyk2001]; bmi 17.3..20.0 from 18.1 - 0.8 up to the stated optimum 20 [voracek2002]; lbr -0.5..+0.5 sd from the canon row [kiire2016] [frederick2010]); nx_propband_lib loads it, refuses the WHOLE table on any malformed or ungrounded row, checks a ratio in nx_proportion_guard's vocabulary and samples inside the band by construction. Done-rule: nx_body_proc draws each body's WHR, BMI and LBR through pb_sample from a per-body hash; a gate emits N bodies from N seeds, measures waist and hip GIRTHS and leg and stature from the EMITTED mesh (girths, not silhouette widths), and every measured ratio lands inside its band with the per-ratio spread across the N bodies covering at least half the band; known-answer teeth per ratio on a fixture body; a neg-control body outside the band is reported outside by name. The lib half is landed and gated (nx_propband_gate); the emitter wiring and the mesh-girth measurement are this rung's open work
Matrix cellattractive-body-proportion-range-sampled-and-measured · runtime/_hdl_build/nx_body_proc.nx · LANDED decl
Gatenx_aesthetic_canon_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-10-01 measure current-month listing read 2026-10-01 (Europe PMC, abstract-restricted, 25 rows, pin 5259c32f): newest on-subject entry bovet2026 (Arch Sex Behav 2026-05, PMC13427934, full text read): attractiveness fell 0.48 points per 0.10 of perceived WHR, 95 percent CI 0.42 to 0.54, quadratic peak 0.44 below the observed minimum 0.47, N 1525 raters over 608 portraits. katzmarzyk2001 abstract re-read: 240 centrefolds, BMI 18.1 +/- 0.8, WHR 0.68 +/- 0.03, 70 percent underweight. voracek2002 mirrored article: WHR r 0.47 rising and BMI r -0.46 falling over 577 issues, optima stated as BMI 20 or slightly lower and WHR 0.7 or slightly lower
2026-10-01 land knowledge/attractive_bands.conf (3 rows whr 650..710 permil, bmi 17300..20000 milli-kg/m2, lbr -5..5 sd tenths, each with refkey and derivation); buildroot/runtime/nx_propband_lib.nx 11156 B sha256 04689e88; buildroot/runtime/nx_propband_gate.nx 9785 B; gate built sovereign and run 26/26 GREEN; PROMOTED nx_propband_gate d2cfab4f 62793 B with expect_sha256 (new organ, no live binary to diff), REGISTERED, _offc installed; refs bovet2026 and epmc_bodyattr_202610 added; matrix watch _ABSENT_:bp_propband_sample on nx_body_proc
2026-10-01 measure THREE METHOD CLASSES on the lib half: (1) the gate run, 26/26 GREEN, every tooth printing actual and expected; (2) a planted mutant (pb_check upper bound doubled) went 23/26 RED, killing exactly the three above-the-band teeth, then the source was restored byte-identical (sha256 04689e88 on both the NAS and the authoring copy) and the rebuilt gate read 26/26 again; (3) the emitted values recomputed by hand: 750 over 900 is 0.8333 -> 833, 70 kg over 1.70 m squared is 24.22 -> 24221 milli, 52 kg is 17.99 -> 17993, 710 - 650 + 1 = 61 distinct sampler values
2026-10-01 lesson a research fetch written to a mirror filename that a pinned ref already owned OVERWROTE the pinned bytes (cmp_aesthetictwin_singh1993.json, twice, once with an unrelated paper from a guessed PMID); restored byte-exact from the published refs copy under sites/nishifamily/compare/aesthetictwin/refs/ (sha256 7a181099 = the pin). Grep the refs file for a mirror name BEFORE fetching to it, and never fetch by a guessed PMID: three guessed ids returned three unrelated papers (Pavlovian learning, Kenyan malaria, platelet aggregation)
2026-10-01 queue NEXT STEP, exact: (a) nx_body_proc gains bp_propband_sample that loads knowledge/attractive_bands.conf once through pb_load and, per body, draws WHR, BMI and LBR with pb_sample from the body seed hash, mapping WHR onto the waist and hip half-breadth coefficients (body_dimorphism.conf D2..D5) and LBR onto D19, refusing to emit when the table refuses; (b) a girth ruler on the emitted mesh (ring perimeter at the waist minimum and the hip maximum stations; nx_curvebench measure reports WHR from silhouette WIDTHS, which is not the published girth WHR, so it is a second method, not the ruler); (c) the gate emits N seeded bodies and asserts every measured ratio inside its band and the spread covering at least half of each band, with a neg-control body forced outside. BMI needs a mass model (volume times a declared density row) before it can be measured from a mesh
2026-10-03 land THE PRIVATE REFERENCE STORE FOR MULTIVARIATE TESTING EXISTS, PARTITIONED BY LICENCE AREA (operator 2026-10-01: "we need to be able to multivariate test so we do need copies of the images just in the reference area" and "we want to make sure that we actually keep media sources in their proper license areas not just reference things"): private-ref:81f02c0a (one row per image: id, source URL, licence and restrictions copied from the source's own Commons extmetadata, attribution, sha256 pin, bytes, use, also_at, privacy=private, area) with the operator's example Commons file private-ref:052c57ab admitted (CC BY-SA 4.0, 385722 B, sha256 c69c4209, filed in private/cc-by-sa/) beside private-ref:6a8ea809 (CC BY 2.0, private/cc-by/); areas and their obligations are rows of private-ref:5c6374be; nx_refarea check refuses any public use of a private row by name and nx_refarea_gate 40/40 proves the licence refusals and the publisher fence (graphics.plan log 1791041900-1791041904 carries the method classes). Experiment rows cite an image by its store id only, so the board carries numbers, never a picture
2026-10-03 queue OPERATOR EXAMPLE SETS ("in a range like how mike dowson or page3.com or playboy etc have a range of beauty"): those publications are OUTSIDE ORACLES for the proportion bands of knowledge/attractive_bands.conf, never sources of copied images unless their own terms permit a copy. Exact next steps: (1) for each named publisher, fetch and READ its terms of use through nx_research_fetch and record the verdict as a row (copy permitted for private reference: yes/no, with the clause quoted from the mirrored bytes); (2) only where a copy is permitted, ingest into private-ref:a74101e4<area>/ (an all-rights-reserved item lands in reserved: private reference and scoring only, never shared) with a manifest row, use=scoring-oracle; where it is not permitted, measure nothing from those images and use only published numeric summaries the publisher itself states; (3) the proportion experiment over the store needs landmarks (waist, hip, shoulder, leg) that nx_refstill does not measure: a landmark ruler (silhouette widths are not girths, as the 1790861104 row says) is the instrument owed before any proportion observation set is honest; (4) nothing from these sets reaches any public surface (ecosystem EC85: no contract, no live takedown path)
2026-10-03 land WHR AXIS WIRED IN THE INCUMBENT EMITTER: nx_body_proc gains the verb propband (nx_body_proc propband <out> <sex> <build> <musc> <noise> <seed> ...): the bands load through pb_load with the refs resolved by nx_comparetree_lib, the per-body hash comes from a COPY of the PRNG state (every other ring untouched), pb_sample draws the target WHR, and bp_pb_waist solves the waist half-breadth in [AT7 bone floor, hip ring] so the emitted GIRTH ratio (after the torso part noise, through the one bp_noised the emitter also uses) is inside the band and closest to the target; unreachable refuses exit 6 by name, an unloadable table exit 7. New lib buildroot/runtime/nx_girth_lib.nx (ellipse perimeter by Ramanujan 1914 and by the Gauss-Kummer series, plus gl_canon_whr: hip = first local girth maximum of the torso rings, waist = next local minimum, no typed heights). New end-to-end gate nx_propband_body_gate. PROMOTED nx_body_proc 84188f48 94504 B (expect_sha256, prev banked), nx_offc_install installed=1; PROMOTED nx_propband_body_gate 00bea218 75746 B, REGISTERED, _offc installed; scratch row nx_propband_body_gate_staged REAPED. Pre-change source and binary banked by hash at knowledge/retired/nx_body_proc.nx.pre-AT56-1791040908 and knowledge/retired/nx_body_proc.elf.pre-AT56-1791040908. Contract symbol bp_propband_sample deliberately NOT written: the done-rule covers BMI and LBR too, so the watch stays OPEN
2026-10-03 measure THREE METHOD CLASSES on the whr axis. (1) gate 24/24 GREEN twice on the staged candidate and once on the PROMOTED binary (SUBJECT=nx_body_proc.elf resolved_by=argv1): 61 bodies (one per integer of the 650..710 band, noise 300), 61 exit 0, 61 measurable, 61 inside, measured min 651 max 707 (spread 56 of a 60 band), emitter claim equals gate measurement on 61 of 61, noiseless body 679, legacy body 773 reads ABOVE (neg-control on a real emitted canon), legacy canon BYTE-IDENTICAL to the pinned pre-change binary. (2) independent re-derivation: the Gauss-Kummer series agrees with Ramanujan within 0 permil on every body, and both meet the published perimeter of the 2 by 1 ellipse (9.688448220547675, P over pi 3083929 units): Ramanujan 3083921 (delta 8, the method's known 3 ppm), series 3083928, circle exact in both. (3) planted mutant (the solver predicting the waist girth WITHOUT the part noise the emitter applies) went 22/24 RED: 43 of 61 inside, measured 623..732, claim equals measurement on only 11; source restored byte-identical (size 84213, rebuild hit the cache key of the green build, artifact sha 84188f48 = the gated one) and the gate read 24/24 again. nx_contentdiff live vs candidate: lost_from_live 2, both the old allocator FATAL ENOMEM wording that the shared nx_syscalls.nx rewrote upstream (the candidate GAINS the new owned-arena FATAL lines), named and promoted with allow_capability_loss
2026-10-03 lesson A FIX TO THE WAIST WIDTH ALONE MOVES THE GIRTH RATIO, NOT THE SHAPE: the canon waist depth (60+g*6/10) is near its width once the waist is narrowed into the band (about 65 by 63 per mille), i.e. a nearly circular waist; the published WHR is met but the cross-section is not anatomical. Measure the waist depth-to-width ratio against an anthropometric source before calling the torso right. Also: a ring-level girth is the canon control ring, not a slice of the lofted mesh, and the two agree only as well as the loft keeps the ellipse
2026-10-03 queue NEXT STEP, exact: (a) BMI axis: a mass model on the emitted body (mesh volume from nx_body_gen times a declared density row with its source), then pb_bmi_milli against the bmi band, sampled by solving build; (b) LBR axis: a leg station on the canon (crotch ring y over stature) mapped to the kiire2016 sd scale with the population mean and sd as conf rows with their source, then sampled through D19 or a leg-length knob; (c) waist depth from an anthropometric depth-to-width source instead of the canon constant; (d) a mesh-slice girth ruler on nx_body_gen output as a second artifact-level method; (e) name bp_propband_sample as the entry that draws all three ratios once (b) and (a) land, so the matrix watch flips only when the whole done-rule holds; (f) add nx_propband_body_gate to the aesthetictwin gates map and the gate roster
AT57 Duplicate receipt: a reference still reproduced by the estate twin and scored per region and per landmark against declared bars · cell WATCHING · gate UNRECORDED
Contractat_dup_receipt · executor Organ · 4 u · stands on AT47, AT45, AT44, AT31, graphics:GR62 (UNRESOLVED: no such rung on this plan), skintwin:ST1 (UNRESOLVED: no such rung on this plan), ecosystem:EC87 (UNRESOLVED: no such rung on this plan)
Definition of doneOPERATOR 2026-10-03 (ecosystem EC87, the duplicate half): prove we can duplicate an item to have evidence we have sota capabilities if not frontier, starting with digital twinning humans. The estate already holds every piece and no receipt joins them: the photo-match loop (AT47) renders a twin against a vault reference, the image-level likeness referee (AT45) publishes the same-person band, the photo ruler reads canthi and the mouth seam (AT44) with the outside landmark oracle as liar-killer (AT31), graphics GR62 measures per-region CIEDE2000 against a reference class through skintwin ST1 cs_de2000, and the private reference store (private-ref:81f02c0a, licence areas as rows, nx_refarea refusing any public use) holds the originals. Done-rule: for a reference still in the private store, the twin loop emits the estate reproduction and one receipt prints, per declared region (skin, hair, lips, iris and sclera, background), mean and 95th-percentile CIEDE2000; landmark error normalised by inter-ocular distance (the face-alignment field's NME) from the sovereign ruler AND the outside oracle side by side; the AT45 likeness distance and band; the AT56 proportion ratios where a body is in frame; each against a bar ROW whose value comes from a measured human calibration (JND for colour, pair-judge or two-alternative forced choice for the whole frame, cms CM30-class), never a typed threshold. Three method classes (ecosystem EC82): the receipt reproduced from its inputs, the referee arithmetic checked against its pinned sources' own known answers (Sharma 2005 CIEDE2000 test data for colour), and a planted render perturbed by a known amount read back at that amount. Estate-only: the receipt carries the store id and numbers, never an image; no real person reaches a production surface without the EC85 door
Matrix cellduplicate-receipt-reference-still-reproduced-and-scored · runtime/nx_photomatch.nx · WATCHING decl
Gatenx_photomatch_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
nx_varreceipt_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-10-03 queue BOARD DATA LANDED 2026-10-03, no capability shipped: AT57 (duplicate) and AT58 (variation) admitted under ecosystem EC87 with roles toward T-BIC-LIKENESS and T-BIC-BODYPROP; incumbents found by nx_goalmap aesthetictwin,graphics,skintwin,softbody,twiningest duplicate variation referee (AT47 pmx_beat OPEN, AT45 lk_score PRESENT-REJECTED, AT31 pm_referee PRESENT, graphics GR62 gr_refstill_referee OPEN, GR63 gr_realrender_bench OPEN, skintwin ST1 cs_de2000 PRESENT) and the AT56 rows read. Build order, exact: (1) GR62 must land first (per-region DE2000 against a reference is the duplicate's colour axis); (2) a receipt writer beside the AT47 loop in runtime/nx_photomatch.nx (at_dup_receipt) that joins the AT45, AT44, AT31 and GR62 numbers for ONE store id and one render sha into a dup
AT58 Variation receipt: one named twin parameter moved by a requested amount, the target axis measured to move by that amount and every other measured axis held · cell LANDED · gate UNRECORDED
Contractat_var_receipt · executor Organ · 4 u · stands on AT57, AT56, graphics:GR59 (UNRESOLVED: no such rung on this plan), skintwin:ST1 (UNRESOLVED: no such rung on this plan), ecosystem:EC87 (UNRESOLVED: no such rung on this plan)
Definition of doneOPERATOR 2026-10-03 (ecosystem EC87, the variation half): the ability to create variations of the original to show we have control of the math capabilities, not just observation and build capabilities. A duplicate proves the estate can match; only a controlled variation proves it holds the parameters that made the match. Done-rule: starting from an AT57 duplicate, a request names ONE parameter and a delta (first axis: waist-to-hip ratio inside the AT56 band, because it is the one with a measured emitter path today, nx_body_proc propband with the nx_girth_lib girth ruler, gate 24/24; then skin melanin through the skintwin chain and graphics GR59, a joint angle of the pose, and garment tension through softbody contact); the receipt prints requested, predicted and measured for the target axis with the absolute difference of measured and requested inside a declared tolerance row, and a held-axes table (per-region CIEDE2000 outside the region the parameter owns, landmark NME, the other proportion ratios, the AT45 likeness band) each inside its own tolerance. The gate plants a crosstalk mutant (a WHR change that also shifts skin colour or the other ratios), a wrong-magnitude mutant and a request outside the declared band, and proves all three refused by name while a clean variation passes; the same three method classes as AT57. Estate-only, numbers and store ids only
Matrix cellvariation-receipt-one-parameter-moved-others-held · runtime/nx_photomatch.nx · LANDED decl
Gatenx_photomatch_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
nx_varreceipt_gate · UNRECORDED — no recorded verdict for this gate (it is declared for the organ but the evidence referee's last run did not record it: it is not on this board's gates map, or the referee has not run since the per-gate record shipped)
Work log2026-10-04 measure VARIATION RECEIPT ON SYNTHETIC BODIES, WAIST-TO-HIP AXIS, measured 2026-10-03. Method: nx_body_proc propset (new verb, the propband body of the same seed with the waist-to-hip GIRTH ratio the caller names, inside knowledge/attractive_bands.conf, refused by name outside it) emits the variation; nx_body_gen emits both meshes at 20000 units of stature (103824 triangles); the ratio is measured by TWO method classes, the canon's ring girths by Ramanujan 1914 (nx_girth_lib, the generator's own arithmetic) and the emitted triangles' slice girths (nx_meshslice_lib msl_slice: horizontal cut, segments linked by exact endpoint equality, polygon perimeter, no formula). Eight bodies (calibration seeds 7 11 23 37 51 at sex 500 and 1000, build 300 500 700, noise 0 300 500; gate seeds 51 382 713 chosen by the run): requested/predicted(ring)/measured(mesh) per-mille -20/-21/-20, -25/-23/-23, +25/+25/+26, -25/-26/-26, +25/+22/+21 (target 709 clipped by the band edge 710 and a 5 per-mille quantum), -23/-22/-21, -24/-26/-25, -19/-21/-21; worst measured minus requested 4 per-mille against a tolerance of half the generator quantum plus 2; worst mesh minus ring change 1 per-mille. Held axes on all eight: hip girth, bust girth, shoulder breadth, stature, crotch height and volume outside the owned band all moved EXACTLY 0, and the locality witness put every changed triangle (2535..2567 of 103824) inside the band rows 9400..14000 (canon rings 470..700, the waist knot k plus and minus two). The source number on the same axis: Katzmarzyk and Davis 2001, 240 centrefolds, WHR 0.68 plus or minus 0.03 (the AT56 band 650..710); every variation landed inside it. Receipts under /tmp/avr_s7 and /tmp/avr_cal*
2026-10-04 lesson A CATMULL-ROM KNOT SHAPES FOUR SPANS AND NO MORE, SO A ONE-RING VARIATION HAS AN EXACT LOCALITY, AND THE HONEST HELD-AXIS TOLERANCE IS ZERO. The waist ring is knot k of the torso loft; nx_body_gen interpolates by Catmull-Rom (bg_cmr), so the waist reaches only the spans from ring k-2 to ring k+2 (canon 470..700 per-mille), and every held station read under the half-open slice rule (a vertex in the plane counts as above, so a station ON a knot row measures exactly that row once) sits on a knot row at or outside the band. Measured on eight bodies, every held number was BYTE-identical and every changed triangle lay inside the band rows; a nonzero move is therefore crosstalk by definition, and a tolerance there would only exist to hide a leak. The receipt also carries a locality witness that compares the two meshes triangle by triangle, which catches a leak on an axis nobody declared. Second law, earned twice before landing: the widest ring above the waist on a female canon is the CHEST (99 against the acromion's 95), so a shoulder station picked as the widest ring above the waist measured the bust; the shoulder is now the widest ring above the BUST
2026-10-04 queue WHAT IS STILL OWED ON AT58, NAMED. (1) The done-rule starts from an AT57 DUPLICATE; today's receipt starts from a synthetic propband body because AT57 has not landed. at_var_receipt takes any two canons of one body (nx_photomatch varcheck base var delta), so the AT57 duplicate plugs in unchanged when it exists. (2) The held table carries six GEOMETRY axes; the colour and likeness axes the rung names (per-region CIEDE2000 outside the region the parameter owns, landmark NME, the AT45 likeness band) need a render of both bodies and arrive with AT57 and graphics GR62. (3) Next parameters on the same receipt: skin melanin through skintwin ST1 and graphics GR59, one joint angle of the pose, garment tension through softbody contact; each is one more generator verb that names its parameter plus one more owned-band rule. (4) ecosystem EC87 has no dv_accept organ yet; the receipt (<dir>/receipt.txt, verdict line last) is its producer and EC87 its later consumer. (5) The field's published number for measurement-controlled body editing (parametric-model measurement error, and ISO 20685-1's tolerance for 3-D-scan girths) was NOT read this month, so no exceed is claimed on T-BIC-BODYPROP; the bar row waits for a mirrored, pinned source. (6) Correction to the lesson row of 1791082950: the shoulder-station law was earned once (the seed-7 canon), not twice
2026-10-04 land LANDED 2026-10-03, waist-to-hip axis on synthetic bodies. nx_body_proc propset SHIPPED a82fe23a (nx_propband_body_gate 24/24 with the legacy canon byte-identical to the pinned pre-AT56 binary, nx_aesthetic_canon_gate 9/9, content ruler lost 0, behaviour IDENTICAL; pre-change binary banked at knowledge/retired/nx_body_proc.elf.pre-AT58-1791081000). New LIB buildroot/runtime/nx_meshslice_lib.nx (msl_load, msl_slice, msl_midline, msl_crotch, msl_vol6, msl_changed, msl_snap_y): the slice-girth ruler nx_girth_lib's header named as owed. nx_photomatch at_var_receipt with the var and varcheck verbs PROMOTED 11954626 (offc twin installed; nx_photomatch_gate 26/26 and nx_varreceipt_gate 52/52 on that exact artifact; behaviour IDENTICAL on talentbk; three lost runs enumerated, all upstream shared-library message rewrites with successors in the gained list: the arena sys_mmap ENOMEM wording and the seg-store SS-SR-LIST-FULL slot list; pre-change binary banked at knowledge/retired/nx_photomatch.elf.pre-AT58-1791081000). nx_varreceipt_gate PROMOTED bba0db10, registered, offc twin installed, rostered in knowledge/gateroster.conf, declared beside nx_photomatch_gate in knowledge/organ_gate.conf; bite-proven twice (a comparison mutant in nx_meshslice_lib killed; an end-to-end subject mutant in nx_photomatch killed, both deployed twins restored byte-identical). Tolerance rows var_tol_method_permil=2 and var_tol_held_ppm=0 in knowledge/photomatch.conf, each with its derivation and calibration evidence. Live check on the promoted binary from the serving root (nx_job_run, seed 97): requested -18, predicted -17, measured -17, six held axes 0, locality LOCAL, verdict=PASS (/tmp/avr_live97.out)

dossiers=49 cells_joined=48 no_matrix_row=1 (sum 49) gates_recorded=0 gates_unrecorded=19 no_gate_declared=29 (sum 48 of cells_joined) evgates=UNSTAMPED

Capability comparisons

Compare the field, search individual capabilities and open their source and adoption evidence. Documented presence does not establish comparative quality.

Position map — centrality and distinctiveness

The four-quadrant map the field uses for brand strategy (Dawar and Bagga, HBR June 2015), re-derived from this matrix on every publish. Centrality is the share of the category's feature mass a player covers, each feature weighted by how many hold it; distinctiveness is the average lead over each rival on the rows the player holds; breadth is the depth-weighted share of the whole matrix (the bubble); depth is how deeply the rows held are held; momentum is the day-over-day move off the spine (green rising, red falling, grey until day two); the dashed path runs first day → previous day → today. Dividers are the category means. Axes are fitted to the field of play, so read the tick numerals, not the frame. Rival marks are documented presence, so a rival's position reads the record, never its quality. The picture grades its own readability below; the table beside it is the same data for a screen reader or a second method.

Rows. 70 feature rows mapped of 92 matrix rows; 22 substrate rows (kernels, bounds and instruments the plan's rungrole marks substrate) are the estate's scaffolding, not category features, and stay off the map
Views. 2D cut: centrality, distinctiveness · 3D cube: centrality, distinctiveness, breadth · axes registered: centrality, distinctiveness, breadth, depth, momentum · a board picks its own in knowledge/compare/aesthetictwin.cdmap (cut|x|y, cube|x|y|z); absent = the HBR defaults
Position map, two-dimensional cutOne bubble per player. Bubble area is breadth, the ring colour is momentum, the dashed lines are the category means, and both axes are fitted to the field of play with their tick numerals shown. Every value is repeated in the table that follows. 0 200 400 600 800 1000 0 200 400 600 800 1000 centrality (permil, fitted 0–1000) distinctiveness (permil, fitted 0–1000) mean 636 mean 337 Unconventional Aspirational Peripheral Mainstream Nishi, centrality 825, distinctiveness 416, breadth 476, depth 680, momentum 13 Infinigen 2.0, centrality 16, distinctiveness 600, breadth 19, depth 666, momentum -1 MetaHuman 5.8, centrality 882, distinctiveness 344, breadth 423, depth 723, momentum -10 Character Creator 5, centrality 876, distinctiveness 286, breadth 385, depth 675, momentum -10 Anny, centrality 612, distinctiveness 205, breadth 233, depth 710, momentum -7 MakeHuman 1.3, centrality 606, distinctiveness 173, breadth 219, depth 666, momentum -7 Nishi Infinigen 2.0 MetaHuman 5.8 Character Creator 5 Anny MakeHuman 1.3

bubble area = breadth · ring = momentum (green rising, red falling, grey until day two) · dashed = category means · axes fitted to the field of play: centrality 0–1000, distinctiveness 0–1000 of 0–1000 permil (the full range put every player in one corner)
readability of the 2D cut, self-graded by the layout ruler: label overlaps 0 · labels over marks 0 · off-canvas 0 · unresolved labels 0 · mark overlaps 2 (a fact of the data: two players that close are that close) · data spread 646 permil of the plot · quadrant words unseated 0
text contrast, measured with wcag2-ratio (floors from contrast.conf), light theme: labels 16.24 (floor 4.50) · notes 16.24 (floor 4.50) · quadrant words 5.89 (floor 4.50) · tick numerals 5.89 (floor 4.50) · axis titles 5.59 (floor 4.50) · dark theme: labels 13.78 (floor 4.50) · quadrant words 5.55 (floor 4.50) · axis titles 5.97 (floor 4.50) · dark classes under their floor 0 (one figure serves both themes: a dark shortfall is a token to fix, never a class to hide) · classes refused under their floor 0 (a refused class is not drawn; the scale classes are measured, never hidden) · export: SVG PNG (receipt, rendered by the estate's own rasteriser from this page)
Position map, three-dimensional cubeThe same players in an isometric cube. Each axis is fitted to its own field of play and carries numerals on the floor grid and the vertical axis; each bubble drops a dotted line to its floor shadow so height reads as height. Values are in the table that follows. 0 200 400 600 800 1000 0 200 400 600 800 1000 0 100 200 300 400 500 600 centrality distinctiveness breadth Infinigen 2.0: centrality 16, distinctiveness 600, breadth 19 MakeHuman 1.3: centrality 606, distinctiveness 173, breadth 219 Anny: centrality 612, distinctiveness 205, breadth 233 Character Creator 5: centrality 876, distinctiveness 286, breadth 385 MetaHuman 5.8: centrality 882, distinctiveness 344, breadth 423 Nishi: centrality 825, distinctiveness 416, breadth 476 Nishi Infinigen 2.0 MetaHuman 5.8 Character Creator 5 Anny MakeHuman 1.3
axes fitted: centrality 0–1000 · distinctiveness 0–1000 · breadth 0–600 permil · farther bubbles are painted first, nearer ones over them · the floor shadow is each bubble's (x, y) at height 0
readability of the 3D cube, self-graded by the layout ruler: label overlaps 0 · labels over marks 0 · off-canvas 2 · unresolved labels 0 · mark overlaps 2 (a fact of the data: two players that close are that close) · data spread 405 permil of the plot
Position map, small multiplesEvery pair of registered axes as one small cut. Each panel fits both axes to the field of play, the dashed lines are the category means, bubble area is breadth and the ring colour is momentum; the legend below names the colours. 0 1000 100 700 distinctiveness vs centrality Nishi: centrality 825, distinctiveness 416 Infinigen 2.0: centrality 16, distinctiveness 600 MetaHuman 5.8: centrality 882, distinctiveness 344 Character Creator 5: centrality 876, distinctiveness 286 Anny: centrality 612, distinctiveness 205 MakeHuman 1.3: centrality 606, distinctiveness 173 0 1000 0 600 breadth vs centrality Nishi: centrality 825, breadth 476 Infinigen 2.0: centrality 16, breadth 19 MetaHuman 5.8: centrality 882, breadth 423 Character Creator 5: centrality 876, breadth 385 Anny: centrality 612, breadth 233 MakeHuman 1.3: centrality 606, breadth 219 0 1000 640 760 depth vs centrality Nishi: centrality 825, depth 680 Infinigen 2.0: centrality 16, depth 666 MetaHuman 5.8: centrality 882, depth 723 Character Creator 5: centrality 876, depth 675 Anny: centrality 612, depth 710 MakeHuman 1.3: centrality 606, depth 666 0 1000 470 530 momentum vs centrality Nishi: centrality 825, momentum 506 Infinigen 2.0: centrality 16, momentum 499 MetaHuman 5.8: centrality 882, momentum 495 Character Creator 5: centrality 876, momentum 495 Anny: centrality 612, momentum 496 MakeHuman 1.3: centrality 606, momentum 496 100 700 0 600 breadth vs distinctiveness Nishi: distinctiveness 416, breadth 476 Infinigen 2.0: distinctiveness 600, breadth 19 MetaHuman 5.8: distinctiveness 344, breadth 423 Character Creator 5: distinctiveness 286, breadth 385 Anny: distinctiveness 205, breadth 233 MakeHuman 1.3: distinctiveness 173, breadth 219 100 700 640 760 depth vs distinctiveness Nishi: distinctiveness 416, depth 680 Infinigen 2.0: distinctiveness 600, depth 666 MetaHuman 5.8: distinctiveness 344, depth 723 Character Creator 5: distinctiveness 286, depth 675 Anny: distinctiveness 205, depth 710 MakeHuman 1.3: distinctiveness 173, depth 666 100 700 470 530 momentum vs distinctiveness Nishi: distinctiveness 416, momentum 506 Infinigen 2.0: distinctiveness 600, momentum 499 MetaHuman 5.8: distinctiveness 344, momentum 495 Character Creator 5: distinctiveness 286, momentum 495 Anny: distinctiveness 205, momentum 496 MakeHuman 1.3: distinctiveness 173, momentum 496 0 600 640 760 depth vs breadth Nishi: breadth 476, depth 680 Infinigen 2.0: breadth 19, depth 666 MetaHuman 5.8: breadth 423, depth 723 Character Creator 5: breadth 385, depth 675 Anny: breadth 233, depth 710 MakeHuman 1.3: breadth 219, depth 666 0 600 470 530 momentum vs breadth Nishi: breadth 476, momentum 506 Infinigen 2.0: breadth 19, momentum 499 MetaHuman 5.8: breadth 423, momentum 495 Character Creator 5: breadth 385, momentum 495 Anny: breadth 233, momentum 496 MakeHuman 1.3: breadth 219, momentum 496 640 760 470 530 momentum vs depth Nishi: depth 680, momentum 506 Infinigen 2.0: depth 666, momentum 499 MetaHuman 5.8: depth 723, momentum 495 Character Creator 5: depth 675, momentum 495 Anny: depth 710, momentum 496 MakeHuman 1.3: depth 666, momentum 496
Nishi Infinigen 2.0 MetaHuman 5.8 Character Creator 5 Anny MakeHuman 1.3
10 panels over 5 registered axes, every pair once (the lower axis on x, the higher on y) · each panel fitted to its own field of play, first and last tick numerals shown · no labels in a small cut, the legend names the colours; the grade below reports the mark terms only (MM summed over the panels, spread averaged)
readability of the small multiples, self-graded by the layout ruler: label overlaps 0 · labels over marks 0 · off-canvas 0 · unresolved labels 0 · mark overlaps 12 (a fact of the data: two players that close are that close) · data spread 598 permil of the plot
PlayerQuadrantcentralitydistinctivenessbreadthdepthmomentumRows heldDays on spineFirst seen
NishiAspirational825416476680+13 since 2026-10-0449132026-09-15
Infinigen 2.0Unconventional1660019666-1 since 2026-10-042132026-09-15
MetaHuman 5.8Aspirational882344423723-10 since 2026-10-0441132026-09-15
Character Creator 5Mainstream876286385675-10 since 2026-10-0440132026-09-15
AnnyPeripheral612205233710-7 since 2026-10-0423132026-09-15
MakeHuman 1.3Peripheral606173219666-7 since 2026-10-0423132026-09-15
DayMatrix rows reviewedPlayers recorded
2026-09-15496
2026-09-16496
2026-09-17686
2026-09-18766
2026-09-19666
2026-09-20666
2026-09-21666
2026-09-22666
2026-09-23666
2026-10-01686
2026-10-03686
2026-10-04706
2026-10-08706

players 6|matrix rows 70|feature mass 178|centrality mean 636|distinctiveness mean 337|axes 5|spine days 13 (shown 13)|rows written today 0|readability defects 2D 0 cube 2|spine knowledge/status/cdmap/aesthetictwin.spine

How to read this evidence. A Nishi source mark records whether the named symbol is declared in the selected source file. It does not establish working behavior or accepted delivery. A watching tag names an expected source entry; discovering it updates source coverage only. A dark tag means the file exists but the named symbol was not found: inspect the source and contract before assuming the capability is missing or renaming code. Peer codes are authored assessments; unassessed means no comparison is established, not absence. Qualification, deployment identity, runtime observations and acceptance must carry their own evidence. Adoption records the catalog's observed path through source, build, promotion, registration and invocation; libraries use importer evidence and gates use declared execution surfaces. A full catalog path does not establish quality, freshness or a successful user outcome. Partial and unknown states retain their stated next action. Census stamps: importers asof 1790637268, gate census asof 1790104131 (unix seconds; -1 = census absent).

Capability matrix — measured against source

◉ authored stronger claim; source present● present◐ partial○ absent? unassessed; excluded from relative comparison · click any capability for its evidence

Peer cell coverage: authored assessed 460, unassessed 0. Authored assessments are not verified outcomes.

CapabilityNishiInfinigen 2.0MetaHuman 5.8Character Creator 5AnnyMakeHuman 1.3
target-canon-as-data-anthropometric-never-phiMeasured: bp_load_dimorph exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. The canon is DATA: knowledge/body_dimorphism.conf carries the 21 coefficients (biacromial, biiliac, waist, chest, bust projection, neck, limb girth, muscle relief, stylisation) as per-mille of stature over four knobs, and the loader REFUSES a short file -- bite-proven 2026-08-14. What the rows do NOT carry is why each value is what it is. Anny is Best on population grounding because it calibrates against World Health Organization statistics rather than scans and says so [anny]; MakeHuman targets come from its anthropometric community [makehuman]; MetaHuman and Character Creator ship artist-authored slider spaces [metahuman58] [cc5-reallusion]; Infinigen ships no human generator at all, read from its own source and paper [infinigen23]. The two numbers this board refuses to hard-code are named here once: the golden ratio, for which there is no convincing evidence of a link to facial beauty [naini2024], and the neoclassical canons, which fit at most 40 percent of a normal population and must not be read as a prescription [farkas1985]. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons behind Anny (leads)
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evidence-grade-on-every-target-rowSource present; authored stronger claim: bp_evidence_grade in runtime/_hdl_build/nx_body_proc.nx, verified at emit. LANDED 2026-08-27, THE SAME DAY THE BOARD NAMED IT (rung AT1): knowledge/aesthetic_canon.conf carries 26 graded rows (7 REPLICATED, 17 CONTESTED, 2 REFUTED, 5 targets, partition summing) and bp_evidence_grade refuses BY NAME a row whose key does not resolve in this board's refs register and any REFUTED row offered as a steering target -- adiposity REPLICATED [tovee1999], averageness and female-face femininity REPLICATED [lee2025], WHR 0.70 CONTESTED [voracek2002] [katzmarzyk2001] [hubner2024] [lidborg2025], symmetry CONTESTED [pentonvoak2001] [vandongen2012], phi REFUTED [naini2024]. Proven by nx_aesthetic_canon_gate 9 of 9 with the verdict in the exit code, both refusals firing on runtime fixtures and both deny-guards carrying firing positive controls. EXCEED, earned in the declared order rather than asserted: the capability is live, nx_aesthetic_canon_gate reads 9 of 9 with the verdict in its exit code, and the mutation bite KILLED a compiling mutant (killed=1, not_reached=0) with the subject rebuilt and redeployed per mutant and both deployed twins restored byte-identical. No rival grades its sliders by evidence at all. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
dossier
Pros Source symbol found; stronger capability claim is authored; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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identity-and-expression-parameterised-separately-not-one-conflated-channel-setDARK — runtime/nx_faceanat.nx EXISTS but does not declare fa_identity_basis: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. MEASURED IN OUR OWN SOURCE, not merely borrowed from a rival: fa_expr_morph is named for EXPRESSION and dispatches seven channels -- width, length, eyes, nose, cheek, lips, jaw -- every one of which is an IDENTITY axis. Not one of them is an expression. So the estate has a single conflated channel set wearing the name of one of the two things it holds, which is why the expression watch on the charsim and graphics boards has never had anywhere to land. GNM Head is the comparator that makes the boundary concrete [gnmhead2026]: it separates 253 IDENTITY components from 383 EXPRESSION components and parameterises internal anatomy as first-class, with 3 eyeball and 80 teeth components inside identity and 100 per eye plus 32 tongue inside expression. Note what that independently confirms about our own architecture -- controllable internal anatomy is exactly the inside-out order this organ was built on in July, so the disagreement is about DECOMPOSITION, not about the approach. Contract: split the channel vocabulary in two, so an identity axis and an expression axis can never be dialled through the same call, and so the eyeball becomes a parameterised component rather than a fixed ellipsoid. ⚠SCOPE, DECLARED SO IT IS NOT MISREAD: GNM is Apache 2.0 and would legally permit far more, so treating it as a RULER AND A SPEC rather than a runtime is a SOVEREIGNTY choice and not a licence constraint -- we emit native, and its stack is NumPy, JAX, PyTorch and TensorFlow, none of which this estate has or wants. What transfers is the decomposition and the published dimensions as an external bar to be measured against; what does not transfer is a line of its code.
watching fa_identity_basis
Pros none measured yetCons behind MetaHuman 5.8 (leads), Character Creator 5 (leads), Anny (leads), MakeHuman 1.3; open contract; expected source declaration not established
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palpebral-fissure-so-that-a-canthus-exists-to-be-measured-at-allMeasured: fa_palpebral_fissure exists in runtime/nx_faceanat.nx, verified at emit. MEASURED 2026-08-28 FROM THE PART TABLE, not inferred: the face carries 27 parts of which 16 and 17 CARVE the bony eye sockets, 18 and 19 are FULL EYEBALL ELLIPSOIDS and 25 and 26 are lashes -- there is no eyelid aperture anywhere in the model. A canthus is the CORNER OF AN EYE OPENING, so the landmark rung AT4 needs is not merely unbuilt, it is ABSENT FROM THE GEOMETRY and no extractor can find it. Compounding it, both eyeballs are placed at an identical y of 178, so a tilt read off this model would be a CONSTANT ZERO for every face forever -- an axis that cannot fail is not an axis. AN EARLIER READING OF THIS BOARD BLAMED THE RENDERER'S PITCH-ONLY ROTATION AND THAT WAS WRONG: a missing anatomical FEATURE and a missing DEGREE OF FREEDOM produce the same dead axis and demand completely different builds, which is exactly why the part table had to be read rather than the renderer. THE BLOCKER IS TWO LAYERS DEEP AND FIXING EITHER ALONE LEAVES THE AXIS DEAD -- this row said only the first until the renderer was read on 2026-08-28. LAYER 1, MEASUREMENT: no fissure, so the canthus is not in the geometry to find. LAYER 2, EXPRESSION: a canthal tilt is a rotation in the FRONTAL plane, and sdf_ellip_rot rotates only the y and z pair while px passes through untouched, so the primitive is PITCH-ONLY and cannot express a tilt at all. Add lids without the second and the axis exists and reads a measured zero forever, which is better than a vacuous zero but is still not an axis anyone can dial. PRICED, AND THE PRICE IS THE SURPRISE: sdf_set_rot has exactly TWO call sites in the whole estate, both of them the nasal bridge, proven over the full corpus. The rotation machinery is very nearly unused, so a SECOND axis is a small additive change -- append a roll table at a new arena offset so existing offsets never shift, default it to zero so both current callers are untouched -- and not the estate-wide surgery it looks like from the outside. Build order, therefore: roll DOF first, then upper and lower lid parts whose meeting points ARE the medial and lateral canthi, then the axis that measures the angle between them. THE ROLL DOF IS SPECIFIED TO THE BYTE so it can be picked up cold: the arena offsets are hardcoded absolute constants and O_ROT at 1576336 runs its 768 bytes exactly into O_FLOOR at 1577104, so it CANNOT be widened in place -- but sdf_bytes returns O_ROT plus 768 plus a 4096-byte tail, the tail's last occupant is O_EYE at 1577192, and the arena therefore ends at 1581200. That leaves 1577200 to 1581200 free, 4000 bytes, against the 768 a per-part roll pair needs. So O_ROLL equals 1577200 fits with 3232 bytes to spare and requires NO arena resize and NO offset shift, and because a fresh arena is zero-filled the roll reads as identity, which makes every existing consumer byte-identical by construction rather than by promise. The neutrality proof is therefore free: rebuild any SDF consumer and it must reproduce its current bytes exactly. Rivals ship rigged lids as a matter of course [metahuman58] [cc5-reallusion] [makehuman] [anny]; Infinigen ships no human generator at all [infinigen23]. This unblocks the canthal half of AT4 and is a precondition for AT3 and AT5. Adoption: LIB-WIRED importers=26 nonval=12 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons behind MetaHuman 5.8 (leads), Character Creator 5 (leads)
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mentolabial-sulcus-so-the-lower-vermilion-has-a-border-to-measure-againstDARK — runtime/nx_faceanat.nx EXISTS but does not declare fa_mentolabial_sulcus: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. MEASURED 2026-08-28 BY DUMPING THE MIDLINE PROFILE rather than by inference, after two candidate explanations fitted the same symptom equally well. Walking the surface down the chin the z reads -706, -698, -672, -590, -568, -514 and -450: MONOTONICALLY RECEDING from the lower lip peak with no turning point anywhere, so the crease that bounds the lower vermilion does not exist in this geometry and no sampling band would ever find one. The consequence is already live and honest on this board: fa_lip_ratio measures the UPPER vermilion at 152 units and REFUSES the upper-to-lower ratio by name (reason 6), because a ratio missing one of its two terms is not a smaller number, it is no number. ROOT CAUSE MEASURED 2026-08-28, and it is NOT a missing carve -- adding one would not help. Taking each part's anterior-most midline point as centre minus depth-radius: the LOWER LIP sits at -705 (tissue z -583, rz 122) while the CHIN sits at -583 (tissue z -338, rz 245), so the lip out-projects the chin by 122 units, which at this model's stated 3.5 units per mm is about 35 mm. A labiomental fold is a crease BETWEEN two prominences; with nothing below the lip proud enough to fold against, the profile can only recede monotonically and no carve placed in that stretch creates a turning point. The arithmetic is confirmed independently by the surface itself: the predicted -705 matches the measured profile peak of -706. Contract, now precise: bring the chin and lower lip into an anatomical projection relationship -- a few mm of lip-over-chin, not 35 -- at which point the existing extractor produces the ratio with NO change to it. THIS IS DELIBERATELY NOT DONE AS A SIDE EFFECT OF A MEASUREMENT RUNG: it restyles every face the estate emits, it is fed by the forensic tissue-depth tables this organ derives all its relief from, and the 13 organs that import nx_faceanat include the production person generator. It is an operator-facing anatomy decision, not a measurement fix. That relationship is the whole remaining distance between this rung and the roughly 1 to 2 figure the literature reports [popenko2017].
watching fa_mentolabial_sulcus
Pros none measured yetCons behind MetaHuman 5.8 (leads), Character Creator 5 (leads), Anny, MakeHuman 1.3; open contract; expected source declaration not established
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lip-vermilion-measured-from-the-surface-never-from-the-slidersMeasured: fa_lip_ratio exists in runtime/nx_faceanat.nx, verified at emit. LANDED 2026-08-28 (rung AT4, LIP HALF -- the canthal half is blocked and the blocker is named in its own row). The done-rule demands the axis be read from mesh landmarks and NOT from slider positions, and this estate's own nx_faceprofile_gate shows exactly why that matters: it reads lip depth as p[10 by 6 plus 2], straight out of the part table, so it returns whatever was dialled in and can never disagree with it. fa_lip_ratio instead marches the blended SDF down the facial midline and takes the profile's TURNING POINTS as landmarks -- philtral crease, upper vermilion peak, stomion, lower vermilion peak -- which needs no threshold to decide what counts as a lip and moves with the geometry rather than with a constant. MEASURED by nx_lipratio_gate 7 of 7 with the verdict in its exit code: upper vermilion height 152 units between a philtral crease at -236 and a stomion at -388, and that EXTRACTED stomion agrees with the carve parameter that created it to 2 units, against a tolerance of 52 DERIVED from the carve's own radius plus the blend width rather than typed. THE DECISIVE TOOTH: halving the lip parts' vertical radius MOVES the measured vermilion, 152 to 148 and the internal ratio 603 to 1193 -- a part-table read is untouched by a change to ry and would sail through unchanged, which is precisely the defect this rung closes. Mirror-invariant on the midline, and a face shrunk out of the sampled band reports UNMEASURED rather than a number. Mutation-bitten: valid_mutants 2, killed 1, not_reached 0, shared source restored byte-identical. NO EXCEED IS CLAIMED and the restraint is deliberate: no rival exposes any silhouette-derived lip measurement [infinigen23] [metahuman58] [cc5-reallusion] [anny] [makehuman], but this rung cannot yet produce its own headline number, and an exceed on a board whose published quantity is UNMEASURED would invite exactly the over-reading this board exists to prevent. HONEST HALF-RUNG, MEASURED NOT ASSUMED: the upper-to-lower ratio the literature reports near 1 to 2 [popenko2017] is REFUSED BY NAME (reason 6, no mentolabial sulcus in band) because this geometry has none -- the midline profile recedes monotonically from the lower lip peak through -706, -698, -672, -590, -568, -514 and -450 with no turning point anywhere, so the lower vermilion border does not exist to measure against. Adding a mentolabial sulcus to the face emitter is the contract that completes this rung. Adoption: LIB-WIRED importers=26 nonval=12 — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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every-axis-on-this-board-grades-a-model-the-live-product-never-rendersMeasured: sdf_eval exists in runtime/nx_sdfrender.nx, verified at emit. MEASURED 2026-08-28 BY A SIBLING LANE (elder-cb) AND RECORDED HERE BECAUSE IT REFRAMES THIS ENTIRE BOARD RATHER THAN ANY ONE ROW. nx_sdfrender has 48 importers, every one of them OFFLINE, and ZERO inside nx_wasm_craft -- the live world engine. Capability sweep, corpus_complete=1, with a positive control returning 9 hits in that same file. What the live page actually draws is a 13-segment CYLINDER per figure under one hardcoded sun and flat Lambert, with the outfit applied as a COLOUR TINT on the same tube rather than as geometry. So the anatomically-derived, canon-grounded, tissue-depth-relieved face and body that every rung here measures is not what a user sees. THE CONSEQUENCE, STATED PLAINLY BECAUSE A BOARD THAT HID IT WOULD BE LYING BY OMISSION: the axes shipped here are NECESSARY BUT NOT SUFFICIENT. Outline curviness and lip vermilion are real capability, gated and bite-proven, and they read the blended SDF surface faithfully -- they are simply grading a model the product never renders. That is the adoption gap at the largest scale on this estate, and it outranks every remaining rung on this board: a canthal tilt measured on a figure that ships as a tube improves nothing a user can see. ⚠AND NOTE WHY THIS ROW IS NOT A WATCH CONTRACT: the hive's flip mechanism measures whether a SYMBOL EXISTS, and sdf_eval exists -- it has existed all along. The question here is whether anything CALLS it from the live engine, which is REACHABILITY, not existence, so a watch row would flip green on the very condition it was meant to track. An adoption gap is structurally invisible to a detector that keys on names. The wiring itself is NOT claimed here: nx_wasm_craft.nx and nx_game_page_emit.nx are held by another lane, the sequencing is theirs to own, and inventing a symbol inside their file would be the same presumption this note is warning about. Adoption: LIB-WIRED importers=64 nonval=43 — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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outline-curviness-the-shape-axis-a-waist-to-hip-ratio-cannot-seeSource present; authored stronger claim: am_outline_curvature in runtime/nx_anatomy_measure.nx, verified at emit. LANDED 2026-08-28 (rung AT2). Curviness outpredicts the waist-to-hip ratio for a woman's body attractiveness on line drawings that varied curviness and width, and the authors state plainly that the two are not uniquely related [hubner2024] -- so the estate now measures it rather than citing it. The mechanism is that A RATIO IS BLIND TO WHERE THE TAPER HAPPENS: two silhouettes can carry the same waist and the same hip, hence the same ratio to the permil, while one pinches in sharply over the middle and the other sweeps gently across its whole height. am_outline_curvature resamples the mask width profile onto a fixed 16 segments, divides each segment mean by the body's OWN height so every term is dimensionless, and integrates the absolute second difference. MEASURED by nx_curviness_gate 9 of 9 with the verdict in its exit code: two fixture bodies of identical MEASURED waist-to-hip ratio 500 permil read 440951 gentle against 1490950 sharp, the same shape at twice the scale reads 438911 against 440951 so invariance holds to 0.46 percent, a straight-sided body reads 0 on a 60-row band, and a band too short to resample returns UNMEASURED rather than a measured zero. EXCEED, earned in the declared order rather than asserted: the capability is live, the gate reads 9 of 9, and the mutation bite KILLED a compiling mutant with valid_mutants 1 and not_reached 0, the shared source restored byte-identical afterwards. DECLARED IMPRECISION: the absolute figure depends on the 16-segment resampling, so it orders bodies against each other and never against an externally published curvature value. Two earlier drafts of this measure were WRONG and this gate caught both -- the first returned a per-row density that rises merely because a body is smaller, the second integrated row by row and lost scale invariance to integer rounding, reading 13333 against 18666 for one shape at two scales. No rival measures silhouette curviness at all: Infinigen ships no human generator [infinigen23], and MetaHuman, Character Creator, Anny and MakeHuman ship authoring sliders with no silhouette ruler [metahuman58] [cc5-reallusion] [anny] [makehuman]. Adoption: LIB-GATE-ONLY importers=2 — PARTIAL: imported only by validation organs (gates, tests, benches): wire it into a shipping program.
dossiernot adopted: imported only by validation organs (gates, tests, benches): wire it into a shipping program
Pros Source symbol found; stronger capability claim is authored; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3Cons not adopted yet: imported only by validation organs (gates, tests, benches): wire it into a shipping program
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waist-hip-ratio-measured-never-a-0.70-targetMeasured: nx_anatomy_measure_body exists in runtime/nx_anatomy_measure.nx, verified at emit. The estate measures named axes from a silhouette with eye width as scale, so a WHR is readable today. It is an AXIS here, not a target, and the reasons are witnessed: the original claim rests on figure-drawing studies [singh1993] and an fMRI study of fourteen men viewing post-surgical bodies at about 0.7 [platek2010]; BMI was then shown to be the primary determinant with WHR overestimated through covariation [tovee1999]; centrefold WHR INCREASED with issue number over 577 issues (r 0.47) while BMI fell [voracek2002], and read 0.68 with no appreciable change over 240 centrefolds in a later window [katzmarzyk2001]; curviness predicts attractiveness better than WHR on matched drawings [hubner2024]; and a systematic review over 125,062 women found a LESS feminine WHR may cue past fertility and the evidence base too weak to support the reproductive-potential claim at all [lidborg2025]. The cross-cultural counter-evidence exists as a Nature letter on the Matsigenka [yu1998], cited here for existence only because its findings are not witnessed in our mirror. The estate's own ANSUR II parse of 2026-07-26 found zero of 1,986 women at or below 0.70 [ansur2]. Adoption: LIB-GATE-ONLY importers=2 — PARTIAL: imported only by validation organs (gates, tests, benches): wire it into a shipping program.
not adopted: imported only by validation organs (gates, tests, benches): wire it into a shipping program
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0Cons not adopted yet: imported only by validation organs (gates, tests, benches): wire it into a shipping program
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outline-curviness-metricMeasured: am_outline_curvature exists in runtime/nx_anatomy_measure.nx, verified at emit. The replacement the evidence names: a curvature-based measure of the body outline that predicts attractiveness better than the WHR it is usually taken to stand in for, on line drawings that vary curviness and width independently [hubner2024]. No rival exposes such a measure; every column is a category absence. Contract: a curvature integral over the silhouette the existing measurer already extracts, proven to order two silhouettes of EQUAL WHR and different curviness the way the paper's raters did. Adoption: LIB-GATE-ONLY importers=2 — PARTIAL: imported only by validation organs (gates, tests, benches): wire it into a shipping program.
dossiernot adopted: imported only by validation organs (gates, tests, benches): wire it into a shipping program
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3Cons not adopted yet: imported only by validation organs (gates, tests, benches): wire it into a shipping program
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adiposity-as-the-primary-body-axisMeasured: bg_parse_layers exists in runtime/_hdl_build/nx_body_gen.nx, verified at emit. The one body cue the evidence puts FIRST is weight scaled for height, readable by an observer through the perimeter-area ratio of the outline [tovee1999]. Our fat layer is a real nested layer between muscle and skin so lean shows the abs and heavy hides them from the same muscle -- the exceed for that stack is priced on graphics and procgen, coded present here. Anny is Best on this axis: an explicit weight control calibrated on population statistics across all ages [anny]. Honest limit carried over: our fat only attenuates relief, it does not pool or sag, which is the fat-pooling watch below. Adoption: REGISTERED-DARK — PARTIAL: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked); only referenced by nx_creatorfit -- a mention, not a run.
not adopted: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked); only referenced by nx_creatorfit -- a mention, not a run
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0Cons behind Anny (leads); not adopted yet: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked); only referenced by nx_creatorfit -- a mention, not a run
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beauty-referee-panel-one-voting-lensMeasured: cjc_panel exists in runtime/nx_charjudge_census.nx, verified at emit. The referee exists and its honesty is priced on graphics: a multi-lens panel where only the percept lens votes, calibrated on a 13-image union corpus at fp 0 fn 0, with symmetry and skin report-only and the VLM lens abstaining. No rival ships a referee at all, so the zeros describe a different product. What it cannot yet do is the row below, and the review literature it would have to encode lists the same predictors this board grades -- symmetry, sexually dimorphic shape, averageness, skin colour and texture [little2011]. Adoption: RUN-BY:fork:nx_cjc_panel_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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referee-calibration-across-render-fidelitySource present; authored stronger claim: cjp_tier_of in runtime/nx_charjudge_census.nx, verified at emit. LANDED 2026-08-27 (rung AT8), and it immediately corrected a claim this estate was already publishing. THE TRAP: the optimally attractive leg-to-body ratio was fractionally BELOW baseline for silhouettes and about 0.5 standard deviations ABOVE it for detailed computer-generated figures, sensitivity lowest for silhouettes [versluys2017] -- so a floor is a number ABOUT a fidelity tier, exactly as the panel already treats the skin region and the skin ruler. SHIPPED: every corpus row carries an optional tier (path TAB label TAB tier, absent = a declared default, so every existing list means what it always meant); floors may be declared per tier as floor_LENS_TIER; a lens votes on an image ONLY with a floor that is about that image's tier, so a global floor over a mixed corpus votes on NOTHING and says so per tier; admission is earned PER TIER and the receipt binds the tier set, the admitted subset and the per-tier floors. THE MEASURED FINDING, on the estate's own union corpus: the standing floor of 152 was separated ENTIRELY by the 8 textured rows -- the 2 clay rows sit far below it and the 3 photoreal rows far above, so neither tier ever tested it. Textured now admits on its own margins (GOOD min 173, BAD max 129, floor 151, fp=0 fn=0); clay and photoreal are NOT admitted and the panel abstains on them by name. WATCH SYMBOL RETARGETED DELIBERATELY, said out loud rather than quietly: the contract was written against cjc_fidelity_calib, a name nothing now carries, and a stub bearing that name would light this cell with no capability behind it. The capability is cjp_tier_of plus cjp_tier_key, cjp_tierset_has and the tier-aware vote inside cjc_panel; this row watches the tier parser without which none of the rest exists, and THE PROOF IS THE GATE, never the name: nx_cjc_panel_gate 19/19 (was 13/13) with T13 additive, T14 cross-tier refusal, T15 the ratchet back, T16 the receipt binding the tier set and T17 an unknown tier refused by name with nothing measured. EXCEED because no rival referee exists to carry a tier at all -- and every rival column is a zero that describes an absent product, which is why this row's exceed rests on the gate rather than on the zeros. Adoption: RUN-BY:fork:nx_cjc_panel_gate — fully adopted (top of its ladder).
dossier
Pros Source symbol found; stronger capability claim is authored; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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bilateral-symmetry-rulerMeasured: go_image_symmetry exists in runtime/_hdl_build/nx_image_symmetry_lib.nx, verified at emit. One shared symmetry core scores the gallery and the generate-N-keep-best ranker from a single source of truth. It stays REPORT-ONLY on the panel, and this board records why rather than hiding it: symmetric male faces were more attractive in older work [pentonvoak2001], symmetry was NOT a significant independent predictor once averageness and dimorphism were measured together [lee2025], and a meta-analysis over 44 effect sizes found the asymmetry-to-dimorphism link near zero with wide intervals [vandongen2012]. A lens the literature has not settled must not vote. Adoption: LIB-WIRED importers=3 nonval=3 — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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averageness-against-a-population-mean-faceDARK — runtime/nx_faceanat.nx EXISTS but does not declare fa_averageness_axis: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The strongest replicated facial predictor is averageness, the converse of distinctiveness [lee2025] [little2011], and the estate has no mean face to measure distance from. MetaHuman, Character Creator and MakeHuman all ship a base mesh that is a de facto population mean [metahuman58] [cc5-reallusion] [makehuman], and Anny calibrates to population data [anny]; none exposes a distance-to-mean number. Contract: derive the mean face from the canon's own dimorphism rows sampled over seeds, then a landmark distance where the mean scores zero and the score is monotone in morph amplitude.
dossierwatching fa_averageness_axis
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; open contract; expected source declaration not established
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femininity-dimorphism-axis-on-the-skullMeasured: sk_emit exists in runtime/_hdl_build/nx_skullgen.nx, verified at emit. The dimorphism the evidence supports on FEMALE faces is expressed where it originates: the generated skull carries named brow, jaw, vault and zygomatic knobs each scaled by a sex factor and a robusticity factor, so a feminized shape is a parameter rather than a sculpt. The witnessed basis: subjects preferred feminized to average female face shapes across UK and Japanese populations, and the authors read the result as a selection pressure that limits sexual dimorphism and encourages neoteny [perrett1998]; femininity in female faces predicted attractiveness while masculinity in male faces did not [lee2025]. Rivals carry the same axis as artist morph targets on an authored mesh. Adoption: REGISTERED-DARK — PARTIAL: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked).
not adopted: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked)
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0Cons not adopted yet: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked)
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neoteny-and-maturity-blendDARK — runtime/nx_faceanat.nx EXISTS but does not declare fa_neoteny_axis: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The brief's second marker, and the literature states the trait set without the slogan: a neotenous facial structure with large eyes, full lips and an oval face shape is what feminine morphology is typically taken to mean [lidborg2025], and preference for feminized shapes was read as encouraging neoteny [perrett1998]. No rival exposes a neoteny axis. Contract: an eye-area-to-face-area ratio, a lower-third height and a zygomatic projection combined into one measured axis on which a child-like and an adult-like morph land at opposite ends, with the sex differences in lower face height and palpebral fissure height carried as measured population facts [babacan2025].
dossierwatching fa_neoteny_axis
Pros none measured yetCons open contract; expected source declaration not established
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cranial-vault-cephalic-indexMeasured: sk_write exists in runtime/_hdl_build/nx_skullgen.nx, verified at emit. The vault half-breadth is a named skull constant with its own sex term, so the cephalic index (maximum width over maximum length times 100) is a derivable number today rather than a measured one. The brief called head shape Eurocentric; the primary literature says the CLASSIFICATION is population-specific -- a CT study of 520 Malaysian subadults had to define its own bands (dolichocephalic at or below 78.8, mesocephalic 78.9 to 89.0, brachycephalic 89.1 to 94.0) and found the index falls with age [hamdan2025]. The canon therefore carries the index as a measured axis with the population it was read from, never as a target. Adoption: REGISTERED-DARK — PARTIAL: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked).
not adopted: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked)
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0Cons not adopted yet: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked)
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periorbital-orbit-and-eye-emitterMeasured: emitEye exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. An eye emitter exists and places a sphere at an anthropometric station; the estate also measures with eye width as its scale reference. MetaHuman is Best on the periorbital region by sculpt fidelity [metahuman58]. What the emitter does not carry is a canthal tilt, a crease height or a lid aperture as parameters, which is the watch below. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons behind MetaHuman 5.8 (leads)
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canthal-tilt-measured-axisMeasured: pm_canthal_tilt exists in runtime/nx_photomark_lib.nx, verified at emit. The brief asserted a target tilt of plus four to six degrees. The witnessed population fact is different in kind: in 76 Korean patients the mean canthal tilt read 8.45 degrees right and 8.42 left, class I about 3.2 degrees and class II about 9.6, with no class III present [lee2020canthal]. Contract: tilt measured from the emitted mesh's medial and lateral canthus landmarks in degrees, banded by the source's classes, never steered to a clinic number. Adoption: LIB-WIRED importers=6 nonval=4 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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nasal-vault-and-nasolabial-angleMeasured: emitNose exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. A nose emitter exists with a sex and stylisation input; it is crude against a MetaHuman-class sculpt [metahuman58] and says so on the graphics board. The angle the brief quoted as fixed is CONTESTED between two studies this board pins: surgeon raters put the ideal female nasolabial angle at 95.5 to 100.1 degrees [armijo2012], while a general-population sample put it at 100.9 to 108.9 [sinno2014]. The canon carries both bands with the population that produced each, and the alar width sex difference is a measured fact from a 100-subject morphometric study [babacan2025]. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons behind MetaHuman 5.8 (leads)
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lips-vermilion-and-upper-lower-ratioMeasured: emitLips exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. A lip emitter exists with a fullness input. The brief prescribed a golden-ratio lip; the witnessed study that actually ranked lips found an upper-to-lower ratio of 1 to 2 most attractive and 2 to 1 least, with the most attractive surface area a 53.5 percent increase over baseline and equal to 9.6 percent of the lower facial third [popenko2017]. Phi is not in the result [naini2024]. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons behind MetaHuman 5.8 (leads)
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lip-ratio-measured-axisMeasured: fa_lip_ratio exists in runtime/nx_faceanat.nx, verified at emit. The measured counterpart of the row above: vermilion heights read from the emitted mesh, the upper-to-lower ratio and the lip-area-to-lower-third ratio reported as numbers against the 1 to 2 and 9.6 percent figures [popenko2017]. No rival reports either. Adoption: LIB-WIRED importers=26 nonval=12 — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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mandible-width-and-chin-projectionMeasured: emitChin exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. Chin projection is emitted from a sex input and the mandible breadth is a named skull constant with its own sex term, so a narrow tapered jaw and a small chin are parameters. The witnessed basis for the sex difference is a lower face height that differs significantly between men and women in a 100-subject study [babacan2025]; the neoclassical vertical-thirds canon it is often measured against fits the fewest cases of any canon tested [farkas1985]. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons behind MetaHuman 5.8 (leads)
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ear-protrusionMeasured: emitEar exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. An ear emitter exists. THIS ROW STATES A NAMED ABSENCE OF SCIENCE rather than borrowing a clinic number: the sweep behind this board found no primary attractiveness study of ear protrusion, and the otoplasty target the brief quoted came from a clinic page that does not meet the refs law. The canon carries ear angle as a measured axis with no target. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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cervicomental-angle-of-the-neckDARK — runtime/_hdl_build/nx_body_proc.nx EXISTS but does not declare bp_cervicomental: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The neck coefficients exist (radius and its sex slimming) but no angle is emitted or measured. The witnessed literature is surgical: visual criteria for the youthful neck were set out in 1980 with anterior platysma adjustment and subplatysmal fat excision as the levers [ellenbogen1980], and a 2021 technical note describes patients under 40 asking for a more defined angle, treated at the floor of the mouth rather than the fat alone [abdulshakoor2021]. Neither is an attractiveness measurement, and the board says so. Contract: the angle derived from hyoid and menton landmarks, monotone in the submental fat parameter.
dossierwatching bp_cervicomental
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; open contract; expected source declaration not established
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skin-tone-ita-from-the-genomeMeasured: si_albedo_of_gene exists in runtime/nx_skin_ita.nx, verified at emit. Skin albedo is derived per genome through the published Individual Typology Angle, computed in integer CIE Lab; the exceed is priced on graphics. The classification it implements is witnessed here from the primary review: ITA from L star and b star classifies skin into six groups from very light above 55 degrees through light, intermediate, tan and brown to dark, an objective and quantitative measure irrespective of ethnic origin [delbino2018]. The brief's skin-lightening market is therefore expressible as a measured ITA axis, and this board carries it as such with no target. Adoption: LIB-WIRED importers=42 nonval=41 — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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scalp-hair-groom-and-textureMeasured: gg_stats exists in runtime/nx_nxa_groom_gate.nx, verified at emit. A scalp groom exists with an anatomy referee (nose-arbitrated facing, density floor, length band, face-cone clearance) and renders as geometry on the game surface. MetaHuman is Best with joint-driven hair from guide curves [metahuman58]; Character Creator ships Smart Hair [cc5-reallusion]. The TEXTURE axis the brief's relaxer market targets -- curl radius, strand cross-section -- is absent from the groom entirely, named here rather than implied. Adoption: GATE:LIVE trial=- — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny; fully adopted on the estate ladderCons behind MetaHuman 5.8 (leads), Character Creator 5 (leads)
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ribcage-sets-the-waist-floorMeasured: bp_thoracic_floor exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. LANDED 2026-08-27 (rung AT7): the waist can no longer be dialled below the model's own bone -- bp_thoracic_floor derives the minimum from the pubic ring the torso already emits (it moves with build through the dimorphism conf, proven by the gate's derivation tooth reading floor 36 to 43 when D13 doubles), the emit path refuses BY NAME with exit 6 below it, and the crotch emit call consumes the SAME function so the guard cannot drift from the geometry it guards. Declared imprecision, stated not hidden: the true lumbar floor is the vertebral column, which the canon does not yet carry; the pubic ring stands in until a lumbar row exists. Anny reads 1 because its population calibration bounds the slider space [anny]. Proven by nx_aesthetic_canon_gate 9 of 9 with a sub-floor fixture refusing and the real conf emitting. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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breast-shape-upper-to-lower-poleMeasured: emitF exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. Bust projection is a dimorphism coefficient and the inframammary fold is a shape-basis row, so the region is expressed. The brief demanded maximal upper-pole fullness; the witnessed literature does not: 100 consecutive models chosen for the attractiveness of their breasts shared an upper-to-lower pole ratio of 45 to 55, a nipple angled upward at a mean of 20 degrees, a linear or slightly concave upper slope and a convex lower pole [mallucci2012], and a 2026 consensus of 80 surgeons plus 369 patients converged on moderate volume, pronounced projection, tight cleavage and a 50 to 50 pole ratio with no difference between European and South American surgeons [buccheri2026]. Two sources, two ratios, both carried. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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breast-tissue-mechanics-and-ptosisMeasured: dbs_displace_free exists in runtime/nx_dyna_bind_skin.nx, verified at emit. Skin vertices are embedded in the XPBD cage and the plant is identified by ringdown inside published human bands; the exceed is priced on charsim. The subject truth it rests on is witnessed on that board and reused here: breast tissue modelled as incompressible with non-negligible anisotropy [breasttissue]. Ptosis as a function of age and volume is not modelled and is named in the fat-pooling watch. Adoption: REGISTERED-DARK — PARTIAL: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked); only referenced by nx_dyna_bind_skin_gate -- a mention, not a run.
not adopted: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked); only referenced by nx_dyna_bind_skin_gate -- a mention, not a run
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny, MakeHuman 1.3Cons not adopted yet: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked); only referenced by nx_dyna_bind_skin_gate -- a mention, not a run
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waist-flank-gynoid-fat-poolingDARK — runtime/nx_softdyn.nx EXISTS but does not declare sd_fat_pool: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The same contract the procgen board watches, read here from the aesthetic side: the brief's Lipo 360 and hip-filler markets are a fat DISTRIBUTION parameter in a body that pools, sags and spreads on contact, which ours does not. Fat today only attenuates relief. One contract, two pages flip. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them
dossierwatching sd_fat_pool
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5; open contract; expected source declaration not established
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pelvis-and-gluteal-silhouetteMeasured: emitR exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. The biiliac half-breadth rises toward female by a named coefficient and the hip rings are emitted from it. The witnessed gluteal ideal from 1,146 respondents is a posterior WHR of 0.65 and a lateral WHR of 0.70 with the most prominent point at the vertical midpoint, and NO significant differences by age, gender or ethnicity of the respondent [wong2016] -- which is the evidence this board cites when the brief calls the target European. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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leg-to-body-ratio-bandMeasured: bp_skel_load exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. The trochanter station is a named constant of stature, so the leg-to-body ratio is a derivable axis. The evidence is REPLICATED and it is a band, not an extreme: mid-ranging female ratios were maximally attractive to 1,261 raters [frederick2010], an inverted U peaked at the average with higher values more attractive in females [kiire2016], and the male optimum sits about 0.5 standard deviations above baseline with arm-to-body ratio having no effect [versluys2018]. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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thigh-taper-and-calf-shapeMeasured: emitLimbTube exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. Limb tubes are emitted from the limb girth and muscularity coefficients and the gastrocnemius is a shape-basis row, so the region is expressed. NAMED ABSENCE OF SCIENCE: the sweep behind this board found no primary attractiveness study of thigh gap or calf shape, and the brief's calf-reduction and thigh-lipo targets are carried as measured axes with no target. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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foot-size-and-shapeMeasured: emitDigitP exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. Toes are emitted by rule. The one witnessed finding is cross-cultural and modest: small foot size was generally preferred for females and average size for males across nine cultures using line drawings [fessler2005]. The canon carries relative foot length as an axis banded on that result. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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named-muscles-under-the-skinMeasured: my_radius exists in runtime/_hdl_build/nx_myo.nx, verified at emit. A volume-preserving muscle bound to bone exists as a pipeline stage with its own gate, so bulge and flex are computable; the anatomy census still reads the inner layers as coarse envelopes rather than named muscles, and the estate's own SOTA read says runtime FEM muscle is film-only and not the bar. Coded present because it is the layer every surface marker on this board sits on, and no rival ships a muscle layer under its sliders. Adoption: REGISTERED-DARK — PARTIAL: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked).
not adopted: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked)
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3Cons not adopted yet: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked)
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anatomical-oracle-mesh-rulerMeasured: bb_detail_score exists in runtime/_hdl_build/nx_bodybench.nx, verified at emit. Silhouette IoU plus normal field plus a subdivision-proof detail judge against an oracle mesh; the exceed is priced on graphics and procgen. It is on this board because the words digital twin are only honest when a fidelity number exists, and this is the number -- with the anatomy board's caveat that it measures shape agreement, not anatomical identity. Adoption: REGISTERED-DARK — PARTIAL: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked); only referenced by nx_bodydensity_gate -- a mention, not a run.
not adopted: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked); only referenced by nx_bodydensity_gate -- a mention, not a run
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3Cons not adopted yet: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked); only referenced by nx_bodydensity_gate -- a mention, not a run
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real-person-depiction-decisionMeasured: rp_decision exists in runtime/nx_realperson.nx, verified at emit. A decision matrix for depicting a real person -- likeness, minors, consent -- exists as code and is a policy page at every rival. It is the gate every row below stands behind. Adoption: LIB-GATE-ONLY importers=1 — PARTIAL: imported only by validation organs (gates, tests, benches): wire it into a shipping program.
not adopted: imported only by validation organs (gates, tests, benches): wire it into a shipping program
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3Cons not adopted yet: imported only by validation organs (gates, tests, benches): wire it into a shipping program
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licensed-marker-vector-oracle-for-a-named-modelDARK — runtime/nx_realperson.nx EXISTS but does not declare rp_marker_oracle: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. THE OPERATOR'S BENCHMARK, made lawful: given a resolved licence chain and consent record plus licensed reference captures of a named model, compute her marker vector (waist-to-hip, curviness, leg-to-body, canthal tilt, lip ratio, lower-third height, skin ITA) and a band, then report per marker whether an emitted body lands in-band. private-ref:b7a71b7a is the named oracle class; the estate holds no licensed capture of her, so today the row is a refusal by construction. The reverse-direction referee is available as an ORACLE ONLY, never product: a monocular mesh recovery that returns a metric body from one licensed photograph [multihmr2] in the Anny representation [anny]. Done when the fixture proves refusal without a licence and an in-band verdict that flips with the morph under a synthetic licensed subject. THE SYNTHETIC FIXTURE IS NOW DECLARED AND MEASURED: the operator-chosen June Elara render [elararef], an adult fictional house generation whose GENREC is ledger-witnessed, reading percept 271, symmetry 488 and skin in the GOOD figure band. ⚠READ THE CORRECTION ON THAT REF ROW BEFORE QUOTING THE NUMBER AS A PASS: this cell first called 271 a GOOD verdict against the floor of 152, and AT8 then measured that the floor was separated entirely by the corpus's TEXTURED rows. The render is photoreal tier, photoreal is not an admitted tier, so the panel abstains on it by name and 271 is a number rather than a verdict -- informative against the 228 bar and the Mackenzie still's 281, which is all it ever measured. It is the reference the marker vector is first computed FROM and the licensing pitch is demonstrated WITH.
dossierwatching rp_marker_oracle
Pros none measured yetCons open contract; expected source declaration not established
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likeness-licence-chain-as-dataMeasured: al_license_chain exists in runtime/nx_artlicense.nx, verified at emit. LANDED on the phototwin lane 2026-08-24 (PT4) and coded PRESENT rather than left as a watch that would have flipped on a name: al_license_chain resolves a chain row (sku, owner, rights, start, end, territory, royalty permil, approved) with three named exits SHIP-OK, REVIEW and REFUSE, and a royalty ledger in integer cents beside it. The PERSON widening this board needs -- the subject as owner of her likeness and the MEDIA CLASSES (film, game, VR room, print) as separately licensable rights, with the emit path refusing without a chain -- is rung AT10 under its own watch symbol al_person_chain, so this cell cannot claim that work by carrying the incumbent's name. This is the mechanism that turns proving capability into licensing likenesses. Adoption: REGISTERED-DARK — PARTIAL: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked).
not adopted: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked)
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3Cons not adopted yet: callable, authorised, completed MCP invocation not established by supplied journal window; lifetime history unknown (direct execution may be recorded elsewhere; this scan does not establish lifetime use); no execution surface runs it either (clock, cron, daemon, roster, actlog and surfaced forks checked)
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male-body-through-the-same-dimorphism-knobMeasured: emitBrow exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. Male is sex factor zero on the SAME 21 coefficients, so the male body already emits; what is absent is its evidence-graded rows. The witnessed male markers: larger shoulder-to-hip ratios were judged more attractive regardless of stimulus or rater sex, with neural responses modulated by the ratio for male but not female avatars [pazhoohi2023], and a leg-to-body ratio about 0.5 standard deviations above baseline [versluys2018]. Filed as the next canon tranche, not as a new engine. Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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animals-and-fantasy-through-the-same-canonMeasured: creaturegen_build_plan exists in runtime/nx_creaturegen.nx, verified at emit. Quadruped, bird and fish plans run through the same layered-anatomy method as the human, and the stylisation coefficients (anime head scale, leg scale, limb slimming) are already data rows. Infinigen is Best on creatures with five genome classes and interpolatable parts [infinigen23]. The aesthetic canon for a non-human is a design question this board names and does not answer: the evidence base above is human, and a fantasy character inherits it only where the operator declares which human markers it keeps. Adoption: LIB-WIRED importers=10 nonval=3 — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons behind Infinigen 2.0 (leads)
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male-evidence-rows-shoulder-to-hip-axisDARK — runtime/_hdl_build/nx_body_proc.nx EXISTS but does not declare bp_shr_axis: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The measured male axis the canon owes: a shoulder-to-hip ratio read from the acromion and trochanter stations, carried under the evidence schema with its witnessed grade -- larger ratios judged more attractive regardless of stimulus or rater sex, with neural activity modulated by the ratio for male avatars only [pazhoohi2023]. The watch cell for rung AT12.
dossierwatching bp_shr_axis
Pros none measured yetCons open contract; expected source declaration not established
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species-canon-through-the-shared-engineDARK — runtime/_hdl_build/nx_body_proc.nx EXISTS but does not declare bp_species_canon: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. One contract shared with the graphics board: a second species through the identical canon, generator and emitter path, which turns the species-agnostic claim into a measurement. Infinigen remains Best on creatures until it lands [infinigen23]. The watch cell for rung AT13.
dossierwatching bp_species_canon
Pros none measured yetCons behind Infinigen 2.0 (leads); open contract; expected source declaration not established
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reverse-referee-recovered-vector-vs-emittedDARK — runtime/nx_realperson.nx EXISTS but does not declare rp_bench_report: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The licensed oracle's second witness: the marker vector recovered from one licensed photograph by the monocular oracle [multihmr2] compared per marker with the vector measured on the emitted body, and the oracle-to-emit disagreement published as its own figure so a per-person fidelity claim carries its reference uncertainty. The watch cell for rung AT14.
dossierwatching rp_bench_report
Pros none measured yetCons open contract; expected source declaration not established
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person-licence-chain-and-media-classesDARK — runtime/nx_artlicense.nx EXISTS but does not declare al_person_chain: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The PERSON widening of the landed chain resolver two rows up: the subject as owner of her likeness, and the MEDIA CLASSES (film, game, VR room, print) as separately licensable rights rows, with the emit-for-publication path refusing by name without a resolved chain. This is the door the operator's licensing purpose walks through, and the watch cell for rung AT10.
dossierwatching al_person_chain
Pros none measured yetCons open contract; expected source declaration not established
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profile-lip-protrusion-vs-the-ricketts-elineMeasured: fa_eline_offset exists in runtime/nx_faceanat.nx, verified at emit. LANDED and gate-proven 7 of 7 by nx_eline_gate, and NOT yet bite-proven: the mutation run was refused by build admission and honestly reported UNPROVEN rather than a pass, so this row claims a green that has never been shown to go red. Measures both vermilions against Ricketts esthetic plane, a line from the MEASURED pronasale to the MEASURED pogonion, reading the blended surface so the axis cannot be satisfied by editing a slider. Two independent teeth move it from the lip end and from the chin end, which is what separates a line from a depth; a ruler that had degenerated into lip depth would still pass the first and fail the second. First live reading on our own face: the upper lip sits ON the line and the lower lip 51 units IN FRONT of it, where the published norm puts both a few mm BEHIND. Raw units are published beside the mm because MMU disagrees by ~2.2x with four witnesses of this model's own declared geometry and that is unresolved. EXCEED IS RECORDED AS 0 AND THAT IS A FLOOR NOT A MEASUREMENT: no rival was checked for whether it ships a cephalometric profile ruler over generated output. On the aesthetic question this ruler deliberately does NOT answer, the rated-panel evidence places chin protrusion on the MALE axis and finds mouth width to lower facial height the only variable separating the most from the least attractive females [facialmeas2025]. THE BAR FOR THIS AXIS IS DELIBERATELY NOT A TARGET ROW: the canon carries it as an AXIS with value -1, because adult soft-tissue cephalometric norms are published PER POPULATION and the pinned source states in its own words that such norms are related to race and ethnicity, which makes classical norms not applicable to all populations [softnorms2025]. A single universal E-line target would steer every generated face toward one population mean, which is the opposite of the variety this board exists to produce. Adoption: LIB-WIRED importers=26 nonval=12 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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scale-the-units-per-millimetre-is-derived-from-ansur-landmark-means-with-its-spreadMeasured: fa_mmu_x10 exists in runtime/nx_faceanat.nx, verified at emit. The AT17 watch cell. MMU=35 is a TYPED constant that four witnesses of the model's own geometry contradict by about 2.2x (recorded on the E-line row above since 2026-08-28), so every millimetre this board publishes is a contested constant wearing a decimal point, and every tissue relief the face emitter draws through it is about half as proud as its cited depth -- a measured cause of the painted-flat face. Rivals: Anny is calibrated to WHO statistics by construction (Best); MetaHuman, Character Creator and MakeHuman are metric rigs (Yes); Infinigen has no human (No). Done-rule in aesthetictwin.plan AT17: witness rows from the ANSUR II female means through nx_ansur_regress mean (verb landed 2026-09-02), the derived value with its spread, the legacy constant quarantined to relief until the visual re-baseline, and a gate whose neg-control proves the old constant lies outside the band. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: LIB-WIRED importers=26 nonval=12 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons behind Anny (leads)
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twin-card-provenance-per-value-side-per-pair-feature-per-freckleMeasured: tc_card_check exists in runtime/nx_twincard_lib.nx, verified at emit. THE CARD (AT23): knowledge/twincard/<slug>.card, every value on an axis declared in knowledge/twincard.axes (the face axes ARE the facecanon ids), with a side for every paired structure, a method (measured, observed, declared, generated) and a source beside every value, one row per freckle or mole in a declared region chart, and a ruler row naming the organ that measures each axis; nx_twincard prints coverage, the method partition, the completed pairs and the ruler census. MetaHuman carries an identity file [metahuman58] and Character Creator a character file [cc5-reallusion], neither with provenance or a side per value; MakeHuman stores modifier values [makehuman]; Anny is a parametric body without a per-person record [anny]; Infinigen has no human [infinigen23]. First card 2026-09-16: 43 values, 0 measured, so the cell is a receipt of the grammar, not of a twin. Adoption: LIB-WIRED importers=3 nonval=2 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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lab-scan-mesh-to-cardOpen — watching runtime/nx_scanfit.nx : sf_scan_to_card, re-measured on every compare beat. Ship that symbol and this mark flips itself; the comparewatch- plane row flips with it. MEASUREMENT AND ITERATION TOOLING. Structured-light and photogrammetry hardware (Artec Micro II [artec-micro2], MetiSmile [metismile], 3dMD 4D capture [3dmd]) are oracles outside the build path: the twin ingests a scanner mesh and writes MEASURED face and body rows on the card, with the published scanner accuracy studies as its error bars [pmc12370101] [pmc12101780]. MetaHuman ingests scans through Mesh to MetaHuman, Character Creator through Headshot, MakeHuman through scan targets; Infinigen and Anny do not ingest a person.
watching sf_scan_to_card
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5, MakeHuman 1.3; open contract; expected source declaration not established
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lab-photo-landmarker-2d-to-3dMeasured: pm_landmarks exists in runtime/nx_photomark_lib.nx, verified at emit. The 2D photograph is the estate's real input (archival and web media of one to four megapixels, and operator-supplied stills and video): a sovereign photo landmarker placing the canon landmarks on a still, then the head fit (procgen PG38) and the body fit (anatomy AN14) writing measured rows on the card. Crisalix fits a simulation mesh from three phone photographs [crisalix-digital-twin]; MetaHuman and Character Creator fit a head from a photograph; the estate has no 2D landmarker today (nx_facemark judges meshes), which is the first-byte gap on this ladder. Adoption: LIB-WIRED importers=6 nonval=4 — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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lab-areola-and-breast-symmetry-rulerOpen — watching runtime/nx_areolamark.nx : am_areola_ratio, re-measured on every compare beat. Ship that symbol and this mark flips itself; the comparewatch- plane row flips with it. Per-side areola and nipple diameters (mm100), areola over breast base, ptosis grade and upper-pole fullness are card axes; the ruler that measures them from a mirrored still is the twin of VECTRA XT breast volume and symmetry analysis [canfield-vectra-xt]. No rival character tool measures a named person here; the operator's ask that an areola be measurable on demand is this row.
watching am_areola_ratio
Pros none measured yetCons open contract; expected source declaration not established
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lab-lesion-map-per-freckleOpen — watching runtime/nx_lesionmap.nx : lm_features, re-measured on every compare beat. Ship that symbol and this mark flips itself; the comparewatch- plane row flips with it. One feature row per freckle, mole, scar or vein in a declared region chart (permil u v, diameter in mm100, CIELAB colour) is the card's sub-freckle record; the ruler that writes those rows from a still is the twin of VISIA spots and brown areas [canfield-visia] and Antera 3D melanin maps [antera3d]. Rival character tools paint freckles procedurally and record none of a real person's.
watching lm_features
Pros none measured yetCons open contract; expected source declaration not established
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lab-chromophore-maps-from-rgbDARK — runtime/nx_skin_ita.nx EXISTS but does not declare si_chromophore_maps: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. Melanin and haemoglobin maps separated from an RGB still (a cross-polarised flash pair when the operator supplies one) are the consumer-camera twin of multispectral capture [antera3d] [canfield-visia]; the L* ruler exists on this organ (si_lstar_of_byte), the ITA and the chromophore separation do not. MetaHuman and Character Creator carry melanin and redness sliders that measure nothing.
watching si_chromophore_maps
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5; open contract; expected source declaration not established
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lab-subsurface-layers-ingestOpen — watching runtime/nx_tissuedepth.nx : td_layers_from_scan, re-measured on every compare beat. Ship that symbol and this mark flips itself; the comparewatch- plane row flips with it. Epidermis, dermis and subcutaneous thicknesses from line-field confocal OCT [damae-lcoct] or high-frequency ultrasound land as measured tissue-depth rows (anatomy AN15), so the softbody parameters and the surgery ladder rest on a measured layer stack rather than a shader guess. No rival character tool carries a measured layer stack.
watching td_layers_from_scan
Pros none measured yetCons open contract; expected source declaration not established
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lab-frontier-listing-read-monthlyMeasured: bf_classify exists in runtime/nx_barfresh_lib.nx, verified at emit. The kept-up-to-date mechanism: the arXiv listing for facial and skin capture is fetched, read and pinned every month [arxiv-capture-202609] and the ranker refuses the board when a bar goes stale. Read 2026-09-16: the newest entry is FaceSnap (2026-08-31, personalised lightstage capture at 83 fps from one camera) and GNM Head v3 (2026-09-11) is the public anatomical head substrate; no rival ships a freshness ruler. Adoption: LIB-WIRED importers=38 nonval=35 — fully adopted (top of its ladder).
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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lab-skin-mechanics-oracleDARK — runtime/nx_softtissue.nx EXISTS but does not declare st_params_from_cutometer: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. Skin viscoelasticity from suction instruments (the Cutometer family [ck-products]) and tissue stiffness by indentation are the oracles for the softbody parameters (jiggle on walking impact, the strut, breast and gluteal dynamics): a measured stiffness and recovery per body site on the card is what the softbody board fits to, so movement is measured like colour and dimension rather than tuned. No rival character tool carries measured tissue mechanics.
watching st_params_from_cutometer
Pros none measured yetCons open contract; expected source declaration not established
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reference-intake-name-in-mirrored-media-with-licence-outMeasured: ri_discover exists in runtime/nx_refintake_lib.nx, verified at emit. AT22, LIVE 2026-09-16: a subject declared in private-ref:1bff8401 yields discovered full-size links (ri_discover), mirrored bytes through nx_research_fetch with a provenance row each, and a per-subject journal carrying the licence state beside every row (REVIEW beta-usable, SHIP_OK, REFUSED); a tag on an undeclared morphology axis is refused by name. First run: private-ref:b7a71b7a 22 discovered, 22 mirrored, 0 failed. No rival character tool ingests a named person's references with a licence ledger; the media is the input every other row on this board measures. Adoption: LIB-WIRED importers=3 nonval=2 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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lab-single-image-to-3d-humanDARK — runtime/nx_bodyfit.nx EXISTS but does not declare bf_fit_from_photo: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. IDOL reconstructs an animatable 3D human from ONE image in a feed-forward pass [idol]: the bar for the operator's case, where the input is archival and web media rather than a scan. The estate's twin is not a neural regressor but the card: the photo landmarker and the body fit write measured rows, the procgen body is emitted FROM the card, and the same card drives 2D in any pose and the 3D surgery mesh, so every value stays provenanced. MetaHuman and Character Creator fit a head from one photograph and no body; Infinigen, Anny and MakeHuman do not fit a person.
watching bf_fit_from_photo
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5; open contract; expected source declaration not established
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lab-polarised-reflectance-captureOpen — watching runtime/nx_skinnormals.nx : sn_polarised_pair, re-measured on every compare beat. Ship that symbol and this mark flips itself; the comparewatch- plane row flips with it. The Light Stage lineage (polarised spherical gradient illumination separating specular from diffuse to map pore-level normals) is the reflectance-capture primary [ict-vgl-publications], and FaceSnap is its 2026 real-time descendant [arxiv-capture-202609]. The estate's consumer-grade twin is a cross-polarised and parallel-polarised flash pair the operator can shoot with a phone, read by a sovereign ruler into a specular map, a diffuse albedo and a normal field that land on the card as measured skin rows; MetaHuman ingests such captures through its scan path, the other rivals do not.
watching sn_polarised_pair
Pros none measured yetCons behind MetaHuman 5.8; open contract; expected source declaration not established
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lab-monocular-video-to-gaussian-avatarDARK — runtime/nx_gsplat.nx EXISTS but does not declare gs_avatar_from_video: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. Open academic codebases reconstruct an animatable Gaussian-splat avatar of a real person from one video: GauHuman [gh-gauhuman], GaussianAvatars for heads [gh-gaussianavatars], 3DGS-Avatar [gh-3dgsavatar], HAHA [gh-haha]. The estate's twin is a sovereign avatar fit over the existing nx_gsplat lib (its fit, tile and 4D gates already exist) driven by the operator's walk and run clips, with the card as the identity the avatar must agree with; the rivals are oracles a referee runs on the laptop outside the build path, never dependencies. No rival character tool in the columns fits a person from video.
watching gs_avatar_from_video
Pros none measured yetCons open contract; expected source declaration not established
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sdf-tissue-layersMeasured: sdf_tetmesh exists in runtime/nx_sdf.nx, verified at emit. The AT25 watch: nested bone, muscle, fat and skin signed-distance layers (nx_skullsdf, nx_myo, nx_fascia and nx_skinwrap emit the surfaces today) meshed into tetrahedra with per-layer material ids. OpenVDB [sota0916_openvdb] is the industry substrate and Infinigen generates layered procedural volumes for creatures, not humans [sota0916_infinigen]; no character tool ships a volumetric human. Adoption: LIB-WIRED importers=24 nonval=8 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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fem-soft-tissue-twinMeasured: st_hyperelastic_step exists in runtime/nx_softtissue.nx, verified at emit. The AT26 watch: a sovereign hyperelastic FEM step (Ogden, Mooney-Rivlin) on the AT25 mesh with an implant as a rigid or soft body. FEBio [sota0916_febio] and SOFA [sota0916_sofa] are the solver oracles, SkinFlaps [sota0916_skinflaps] and SlicerTissue [sota0916_slicertissue] the surgical cases; the done-rule is a displacement field within tolerance of the FEBio oracle on a declared fixture. No rival character tool computes tissue physics. Adoption: LIB-WIRED importers=14 nonval=4 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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gpu-tissue-physicsDARK — runtime/nx_wgsl.nx EXISTS but does not declare wg_tissue_step: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The AT27 watch: the same tissue step lowered to the WGSL compute lane so thousands of cohort variants run in parallel; NVIDIA Warp [sota0916_warp] is the September 2026 bar and stays outside the build path. The CPU step is the bit-exact referee.
dossierwatching wg_tissue_step
Pros none measured yetCons open contract; expected source declaration not established
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fem-surrogate-predictorDARK — runtime/nx_softtissue.nx EXISTS but does not declare st_surrogate_predict: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The AT28 watch: a surrogate trained on AT26 runs through the sovereign nofloat engines that predicts a post-operative shape at consultation speed and prints its error against the solver beside every prediction.
dossierwatching st_surrogate_predict
Pros none measured yetCons open contract; expected source declaration not established
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landmark-morph-twinDARK — runtime/_hdl_build/nx_facemark.nx EXISTS but does not declare fm_morph_by_landmarks: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The AT29 watch: move declared canon landmarks on a fitted head and re-measure every card axis, so a rhinoplasty proposal is a card diff. 3D-face-morph [sota0916_facemorph] is the open research tool; MetaHuman, Character Creator and MakeHuman sculpt by targets and measure nothing.
dossierwatching fm_morph_by_landmarks
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5, MakeHuman 1.3; open contract; expected source declaration not established
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procgen-anatomy-generatorOpen — watching runtime/nx_body_gen.nx : bg_tissue_layers, re-measured on every compare beat. Ship that symbol and this mark flips itself; the comparewatch- plane row flips with it. Synthetic twin cohorts: thousands of anatomies varied by declared axes (frame, adiposity, age markers) with layered tissue volumes, generated by the estate's own body generator rather than Infinigen [sota0916_infinigen], which varies creatures procedurally and has no human. The cohort is what AT26 and AT28 train and test on.
watching bg_tissue_layers
Pros none measured yetCons behind Infinigen 2.0; open contract; expected source declaration not established
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twin-render-through-the-photo-rulerMeasured: pm_png_rgb exists in runtime/nx_photomark_lib.nx, verified at emit. The reference still is a JPEG and the twin is a PNG the sovereign rasteriser writes; a photo ruler that reads only the first can never score the second, so the twin-fit loop has no judge. Contract: one file door chosen by the signature byte, the PNG plane expanded to the ruler's RGB (gray, gray-alpha and RGBA named, other depths refused), the codec announced on the receipt, and the gate proving the PNG round trip of its own fixture reproduces the in-process numbers exactly. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: LIB-WIRED importers=6 nonval=4 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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twin-axis-envelope-reachabilityMeasured: tw_reach exists in runtime/nx_twinfit_lib.nx, verified at emit. The fit loop's first question: over the morph basis the generator exposes, which card axes can a render reach at all. Contract: explicit morph percents build the face, the sovereign SDF renderer draws it, the same photo ruler measures the framebuffer in-process, each gene is swept floor to ceiling, and a target file's axes are REACHABLE or UNREACHABLE against the envelope with its error band; the gate holds the reader, the predicate and the render lane to planted values. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: LIB-WIRED importers=6 nonval=3 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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twin-render-through-file-door-and-oracleMeasured: tw_render_png exists in runtime/nx_twinfit_lib.nx, verified at emit. The estate's own face render as a subject for both the sovereign ruler and the outside oracle: a persongen identity rendered to a PNG the ruler reads as it reads a photograph, and the oracle's row on that render as intake data so the referee scores the ruler on a face whose geometry is known by construction. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: LIB-WIRED importers=6 nonval=3 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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media-submission-vault-judge-reportMeasured: mj_judge_file exists in runtime/nx_mediajudge_lib.nx, verified at emit. Operator 2026-09-17: submit media (stills, GIF, video) to the vault, run it through the beauty rulers, get output to confirm and triangulate. Contract: bytes in through the estate's doors, a content id from the vault, every decoded frame judged by the same rulers, an overlay PNG per judged frame, a judged manifest published as an asset page beside the outside oracle's row. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: LIB-WIRED importers=2 nonval=1 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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outside-beauty-oracle-rowDARK — runtime/nx_mediajudge_lib.nx EXISTS but does not declare mj_oracle_row: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The published attractiveness regressors run outside the estate over the same stills; their scores land as data beside the sovereign axes on every report, and a licensed calibration set backs any production claim. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them
dossierwatching mj_oracle_row
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5; open contract; expected source declaration not established
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body-shape-oracle-rowDARK — runtime/nx_mediajudge_lib.nx EXISTS but does not declare mj_body_oracle_row: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. SHAPY-class body shape and anthropometric measurements from photographs run outside as the body-side liar-killer, an oracle row per reference still for the anatomy fit. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them
dossierwatching mj_body_oracle_row
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5; open contract; expected source declaration not established
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eye-unit-lid-shell-genes-and-landmark-truthMeasured: tw_truth_landmarks exists in runtime/nx_twinfit_lib.nx, verified at emit. AT39 (2026-09-17): the eye is generated as its own piece, a lid shell over the globe whose almond opening's two corners ARE the canthi, with six eye genes (tilt, opening height and width, upper share, left-right differences) drawn per seed, and the render states its own landmark truth: the stated corners projected through the renderer's camera and confirmed by a surface scan with the gap published, so the photo ruler is judged per canthus with a signed error on every face the generator can emit. Rival columns are from general knowledge and unmeasured: a fixed-topology character system knows its landmarks by vertex index (MetaHuman coded Best for its rig), and Infinigen generates no human face. No exceed is claimed rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: LIB-WIRED importers=6 nonval=3 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons behind MetaHuman 5.8 (leads)
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twin-fit-from-stated-landmarksMeasured: tw_fit exists in runtime/nx_twinfit_lib.nx, verified at emit. AT40 (2026-09-17): the face morphs and the eye genes solved against a reference card's axes from the generator's own stated landmarks, no render in the loop; a gene on a range limit is named, an axis the generator cannot state is reported UNSTATED, the answer is confirmed on the surface. First fit to the private-ref:09b9baad card reached four of four stated eye axes (tilts, intercanthal index, fissure ratio) with the lip axis unstated. Rival columns are from general knowledge and unmeasured: a mesh-to-rig fit from a scan is the strongest rival practice (MetaHuman coded Best), photo-to-head and phenotype fitting are coded Yes, and no exceed is claimed rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: LIB-WIRED importers=6 nonval=3 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MakeHuman 1.3; fully adopted on the estate ladderCons behind MetaHuman 5.8 (leads)
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lip-unit-swept-vermilions-and-landmark-truthMeasured: fa_lip_stated exists in runtime/nx_faceanat.nx, verified at emit. AT43 (2026-09-18): each lip is its own swept half tube (renderer op SDF_OP_LIPSWEEP) meeting its twin at the stomion, so the vermilion border, the seam and the commissures exist by construction and the generator STATES labrale superius, stomion, labrale inferius and the cheilia (fa_lip_stated) through the renderer's own outline function; the surface ruler reads the same lines back from the ray-marched midline and agrees within one refine step (canon face 628 = 628 against the canon row's 625; the seed-42 identity 612 = 612); nx_lipratio_gate 15 of 15 with four planted mutants killed. The rival grades mirror the eye-unit row: every rival ships sculpted or scanned lips with morphs, none states its lip landmarks as construction truth, and no exceed is claimed. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: LIB-WIRED importers=26 nonval=12 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0; fully adopted on the estate ladderCons behind MetaHuman 5.8 (leads)
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video-intake-kvs-player-page-to-mirrored-clipMeasured: ri_kvs_real_url exists in runtime/nx_refintake_lib.nx, verified at emit. AT24 (landed 2026-09-16; row added 2026-09-18 because no matrix row named the contract, so the close ruler could not measure it): ri_kvs_real_url undoes the KVS player's function/0/ hash permutation from the page's license_code, so the clip is fetched through the sovereign lane and classified by its ftyp magic; the transform matches an outside-oracle known answer inside nx_refintake_gate (72/72) and the live fetch agreed, a 19,551,866 B clip carrying the ftyp magic journaled VIDEO-OK. Rival columns are from general knowledge and unmeasured: none of these character tools ingests a named person's reference video from a web player page, so every column is a category absence and no exceed is claimed Adoption: LIB-WIRED importers=3 nonval=2 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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face-and-eye-boxes-from-a-still-sovereign-viola-jonesMeasured: ff_find exists in runtime/nx_facefind_lib.nx, verified at emit. AT30 (landed 2026-09-16; row added 2026-09-18 because no matrix row named the contract, so the close ruler could not measure it): ff_find composes the sovereign Viola-Jones engine grown on the incumbents (nx_integral tables, the nx_haar_cascade evaluator, the nx_haar_xml loader reading the published cascade schema as data) into a face-plus-eyes finder with joint selection; the trained cascade files are beta-only bootstrap data mirrored beside their licence, never a product path. Scorecard on the oracle-judged set at scale step 1.1: face box on the true face 12 of 15, both eye boxes on the irises 7 of 15, so the rung's own eye-box bar (12 of 15) is NOT yet met. Rival columns mirror the photo-landmarker row and are unmeasured: MetaHuman and Character Creator fit a head from a photograph (Yes), the others fit no person; no exceed is claimed rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: LIB-WIRED importers=3 nonval=2 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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outside-landmark-oracle-rows-and-the-referee-that-scores-the-photo-rulerMeasured: pm_referee exists in runtime/nx_photomark_lib.nx, verified at emit. AT31 (row added 2026-09-18 because no matrix row named the contract, so the close ruler could not measure it): a face-mesh model runs OUTSIDE the estate over the mirrored stills and only its numbers land, as intake data (private-ref:b7a71b7a, 23 rows); pm_referee scores each measured canthus as permil of the oracle's outer-canthal span and prints a partition (FOUND, PLACED-OFF, UNMEASURED, UNJUDGED) that sums, and pm_referee_sum returns it to callers. Every NME published before 2026-09-17 was withdrawn (the normaliser read the lip column, not the span); after the root fix nx_photomark_gate holds the referee to a planted oracle row with a decoy in the neighbouring column (51/51, re-run 2026-09-18), and the corrected private-ref:09b9baad run reads FOUND 2 of 16 judged at mean NME 54 permil. Rival columns are unmeasured: none of these character tools scores its own landmarker against an outside oracle; no exceed is claimed Adoption: LIB-WIRED importers=6 nonval=4 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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results-home-one-page-per-board-click-to-openMeasured: cres_render exists in runtime/nx_compare_results_lib.nx, verified at emit. AT41 (landed 2026-09-17; row added 2026-09-18 because no matrix row named the contract, so the close ruler could not measure it -- the rung row carries this organ in its kind field, which the ruler does not read): cres_render renders the board's results file to /compare/aesthetictwin/results with every image behind a click-to-open block and nothing sensitive drawn on load; nx_compare_results_gate 34 of 34 GREEN and bite-proven (a mutant that opens explicit media reads RED 29 of 34), regenerated by a seeded plan and a daily clock row. Rival columns are a category absence (character tools publish no results page) and are unmeasured; no exceed is claimed Adoption: LIB-WIRED importers=3 nonval=1 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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composite-prototype-computed-from-a-populationDARK — runtime/nx_faceanat.nx EXISTS but does not declare fa_composite_prototype: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The AT18 watch, added 2026-09-18 because no matrix row named the contract and the close ruler could not measure it. MEASURED DARK: fa_composite_prototype is absent from all 25,245 .nx sources under buildroot/runtime (nx_shelltool grep, coverage_complete=1, corpus_complete=1), so no organ yet computes the Procrustes shape mean, the aligned texture mean or the PCA modes of a population. The organ is named by the fa_ prefix every face contract on this board follows; repoint the row if the prototype ships in an organ of its own. Rival columns mirror the averageness row and are unmeasured: each rival ships a base mesh that is a de facto population mean, none computes a prototype and its modes from a declared population rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them
dossierwatching fa_composite_prototype
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; open contract; expected source declaration not established
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facial-proportion-canon-as-a-table-of-hypotheses-tested-on-populationsDARK — runtime/nx_faceanat.nx EXISTS but does not declare fa_canon_table: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The AT19 watch, added 2026-09-18 because no matrix row named the contract and the close ruler could not measure it. MEASURED DARK: fa_canon_table is absent from all 25,245 .nx sources under buildroot/runtime (coverage_complete=1, corpus_complete=1). knowledge/facecanon.conf is read at run time only by nx_twincard_lib, as the card's axis vocabulary; nx_faceanat cites canon rows in comments and types values derived from them as constants (the lip ratio 625 permil, an eye half-width chosen from intercanthal_index 400), so no organ yet computes every canon row from a landmark set, publishes per-row distance-to-band per population or writes status=refuted. Rival columns are unmeasured: no rival tests a proportion canon against a population
dossierwatching fa_canon_table
Pros none measured yetCons open contract; expected source declaration not established
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operator-tagged-ranges-fitted-from-a-tagged-populationDARK — runtime/nx_refintake_lib.nx EXISTS but does not declare at_operator_ranges: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The AT20 watch, added 2026-09-18 because no matrix row named the contract and the close ruler could not measure it. MEASURED DARK: at_operator_ranges is absent from all 25,245 .nx sources under buildroot/runtime (coverage_complete=1, corpus_complete=1). The rung names no organ, so the row points at the intake library where a tag row per flagged asset would be written (AT22 composes the AT20 tags into its bands); repoint it if the fit ships elsewhere. Last mile by operator order (milestone M6). Rival columns are unmeasured: no rival fits ranges from operator-tagged media
dossierwatching at_operator_ranges
Pros none measured yetCons open contract; expected source declaration not established
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sovereign-learned-landmarker-replacing-the-cascadeDARK — runtime/nx_photomark_lib.nx EXISTS but does not declare pm_learned_landmarks: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The AT32 watch, added 2026-09-18 because no matrix row named the contract and the close ruler could not measure it. MEASURED DARK: pm_learned_landmarks is absent from all 25,245 .nx sources under buildroot/runtime (coverage_complete=1, corpus_complete=1); the photo ruler still places canthi through the beta-only cascade route (AT30), which the referee reads at FOUND 2 of 16 judged private-ref:09b9baad stills, mean NME 54 permil, the number this contender must beat (the plan's accept rule: FOUND at or above 12 of 15 judged with mean NME under 50 permil). Rival columns mirror the photo-landmarker row and are unmeasured rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them
dossierwatching pm_learned_landmarks
Pros none measured yetCons behind MetaHuman 5.8, Character Creator 5; open contract; expected source declaration not established
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photo-ruler-canthus-from-the-eye-fissure-and-mouth-from-the-seamMeasured: pm_eye_fissure exists in runtime/nx_photomark_lib.nx, verified at emit. AT44 (2026-09-18): ruler version 3. Each canthus is the extreme of the eye fissure grown from the pupil, never the edge of its search band, and a canthus on its window side is refused as PINNED naming the side; the mouth gives five seam landmarks (pm_mouth, pm_mouth_anchored, pm_lip_score) with seamless and short-seam refusals. Gate 79/79 on planted asymmetric tilts and a split mouth; referee over the private-ref:09b9baad oracle FOUND 2 of 16 (mean NME 59), two PLACED-OFF halved, three PINNED named. The rivals column reads a solved problem: every commercial landmarker finds all four canthi on these stills; ours names its lateral-canthus bias (L_lat NME 101) rather than hiding it. rival marks uncited — the Yes, Best or Part codes on this row are an observation read with no reference mark behind them Adoption: LIB-WIRED importers=6 nonval=4 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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image-level-likeness-referee-same-person-bandMeasured: lk_score exists in runtime/nx_likeness_lib.nx, verified at emit. AT45 (2026-09-18): lk_score aligns a render and the person's reference stills into one canvas on their eye centres (the oracle canthi for the references, the photo ruler's canthi or its refused-pair candidates for a render, every source named) and publishes ten axes, each against a band that is the worst distance among the reference set's own same-person pairs; the two renders the operator rejected read OUTSIDE (skin chroma, texture layout) and measured, a rolled and scaled copy of a reference reads INSIDE, and the structure family separates 1 of 4 renders today, published as a value and carried as the open bar of the structure contender. Rival columns are a category absence and are unmeasured: none of these character tools measures a rendered head against the person's own photographs; no exceed is claimed Adoption: LIB-WIRED importers=2 nonval=1 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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skull-bound-tissue-depth-skin-surfaceMeasured: sks_surface exists in runtime/nx_tissuefield_lib.nx, verified at emit. The AT46 watch (2026-09-18): the skin as an OFFSET SURFACE of the generated skull, offset along the skull's own gradient normals by a tissue-depth field interpolated from knowledge/tissue_depth.conf at landmarks LOCATED on the skull mesh (midline profile extrema, support directions, canon ratios), the kernel width derived as the median nearest-landmark spacing, fat compartments [rohrich2007] as additive Gaussian fields with a printed parameter vector, and named patches where no bone backs the feature: globes and lids over the orbital rim crests, the nose over the EMPTY aperture placed by the canon thirds pending the [rynn2010] regression, the vermilion band. Depth values are carried from nx_faceanat pending the [degreef2006] and [stephan2008] tables. The rendered skin is measured by the photo ruler inside the gate. Rival columns: MetaHuman sculpts a head against a skeletal reference with no tissue table [metahuman58]; Character Creator and MakeHuman sculpt by targets; Anny and Infinigen ship no human head; no rival computes a skin from a skull by a forensic table, and no exceed is claimed until the substrate skull carries a canon-proportioned face Adoption: LIB-WIRED importers=4 nonval=2 — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MakeHuman 1.3; fully adopted on the estate ladderCons behind MetaHuman 5.8 (leads)
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auto-photo-match-loop-from-the-vault-inbox-or-a-tagMeasured: pmx_beat exists in runtime/nx_photomatch.nx, verified at emit. The AT47 watch (2026-09-30). Operator: "i also want to get an auto ingestion system setup so that i can just place or flag media in the vault/gallery for auto nishi attempts at getting the photo matched via the ssytem". Contract: a still placed in the vault inbox or tagged photomatch:queued is admitted once by content id, judged by the AT36 rulers, attempted within a declared wall budget and re-measured by the same rulers as the photo (photomark through the AT33 door, refstill GR62, CIEDE2000 by cs_de2000), its private report carries every score, the result is flagged ESTATE-ONLY with a proposal-candidate row, and every outward door refuses without a current nx_rights_ledger grant for exactly that talent and use. MetaHuman and Character Creator fit a head from a photograph a person drives through their own tools [metahuman58] [cc5-reallusion], with no automatic intake, no per-result score against the photograph and no rights door; Infinigen, Anny and MakeHuman do not fit a person [infinigen23] [anny] [makehuman]. No exceed is claimed: the v1 attempt is an identity search over the twin renderer's seeds, so its numbers are the photo-match baseline, not a likeness Adoption: REGISTERED-UNAUTHORISED — PARTIAL: registered, no cap ever minted.
dossiernot adopted: registered, no cap ever minted
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3Cons not adopted yet: registered, no cap ever minted
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attractive-body-proportion-range-sampled-and-measuredMeasured: bp_propband_sample exists in runtime/_hdl_build/nx_body_proc.nx, verified at emit. The AT56 watch (2026-10-01). Operator: get the right attractive proportions in a range like glamour publications carry. The bands are DATA in knowledge/attractive_bands.conf, each bound derived from a source's own numbers: WHR 0.65..0.71 from 240 centrefolds at 0.68 +/- 0.03 [katzmarzyk2001], BMI 17.3..20.0 from 18.1 +/- 0.8 up to the stated optimum of 20 [voracek2002], leg-to-body within half a population SD of the mean [kiire2016] [frederick2010]; the newest on-subject study finds no interior WHR optimum in clothed portraits [bovet2026], so the WHR band is carried as the PUBLICATION range and stays CONTESTED as a universal target [singh1993]. The lib half (nx_propband_lib: load with whole-table refusal, check, sample inside the band) is landed and gated 26/26 with a planted mutant killed; this cell flips when nx_body_proc samples through it and the gate measures emitted girths. Rival columns are unmeasured: MakeHuman, Character Creator, MetaHuman, Anny and Infinigen expose proportion controls, and none of them was measured here for sampling against a cited band; no exceed is claimed Adoption: RUN-BY:fork:nx_aesthetic_canon_gate — fully adopted (top of its ladder).
dossier
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3; fully adopted on the estate ladderCons none on the measured axes (rival marks are documented presence, not depth)
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duplicate-receipt-reference-still-reproduced-and-scoredDARK — runtime/nx_photomatch.nx EXISTS but does not declare at_dup_receipt: something shipped at this path under another name, and this mark would read open forever. Repoint the contract to the real entry point (the plan rung AND this row) or rename the function; the flip follows on the next beat, and the comparewatch- plane row reads DARK until then. The AT57 watch (2026-10-03, ecosystem EC87). Operator: prove we can duplicate an item to have evidence we have sota capabilities if not frontier, starting with digital twinning humans. One receipt per private-store reference: per-region CIEDE2000 (graphics GR62 through skintwin ST1), landmark NME from the sovereign ruler and the outside oracle side by side, the AT45 likeness band, each against a bar row from a measured human calibration. Estate-only, numbers and a store id, never an image. Rival columns unmeasured; no exceed is claimed
dossierwatching at_dup_receipt
Pros none measured yetCons open contract; expected source declaration not established
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variation-receipt-one-parameter-moved-others-heldMeasured: at_var_receipt exists in runtime/nx_photomatch.nx, verified at emit. The AT58 watch (2026-10-03, ecosystem EC87). Operator: create variations of the original to show we have control of the math capabilities, not just observation and build. From an AT57 duplicate one named parameter (WHR inside the AT56 band first, then melanin, pose, garment tension) is moved by a requested amount; requested, predicted and measured printed together, every other measured axis held within its tolerance, crosstalk and wrong-magnitude mutants refused by the gate. Rival columns unmeasured; no exceed is claimed Adoption: REGISTERED-UNAUTHORISED — PARTIAL: registered, no cap ever minted.
dossiernot adopted: registered, no cap ever minted
Pros Implementing source symbol found; runtime acceptance separate; ahead of Infinigen 2.0, MetaHuman 5.8, Character Creator 5, Anny, MakeHuman 1.3Cons not adopted yet: registered, no cap ever minted
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Rival-claim provenance. Every Yes, Best or Part mark in a rival column is a claim about someone else's product. A cited row carries a reference mark that resolves to a pinned mirror (the refs gate measures that); an uncited row is an observation read and is badged in its evidence until a reference lands. The badge is the receipt, never the proof: a mark proves a mirror exists, not that the mirror supports the code. The rows are counted below.
Rival claims, counted
ClassCountNote
rows with rival marks54rows carrying a Yes, Best or Part in a rival column
cited37a reference mark resolves to a pinned mirror
uncited17an observation read, badged until a reference lands
rows, summed54RECONCILED: the parts sum to the total 54

Delivery and evidence

Inspect risks, technical debt, rendered observations, experiments and references. Read scope and limitations alongside every result.

Debt register

IdSevWhat it isUnblock
craft-whr-equality-tooth-pins-a-contested-numbernot in this scope4The shipped craft-world figure pins waist over hip at 0.7 EXACT as an equality tooth on the charsim board, described there as the published female mean. This board grades 0.70 CONTESTED: the estate's own ANSUR II parse found no fit woman at or below it [ansur2], centrefold WHR rose over five decades [voracek2002], and the fertility signal it stands for is too weak to support [lidborg2025]. A contested number is pinned by an equality in a shipped world.Re-derive the figure's waist and hip from the dimorphism coefficients under AT1 so the tooth pins agreement with the CANON, not with a literal; do NOT retune it to a different literal, which would be the same defect with a new number.
symmetry-ruler-report-only-by-evidencenot in this scope2The shared symmetry core scores every gallery image and feeds generate-N-keep-best ranking, while the newest evidence finds symmetry non-significant as an independent predictor [lee2025] and the older evidence finds it significant [pentonvoak2001]. It stays report-only on the panel by design.Keep it report-only and say so on every surface that prints it; revisit only if a source on this board changes the grade.
private-ref:09b9baadnot in this scope3The only prior figure the estate holds for the named oracle class is a 2026-04-24 memory band (bust to waist about 1.4 to 0.65, tall, hip flare) read by eye from gallery images. It is class-5 evidence and it has been used as a prompt target.AT9 replaces it with a licensed measurement; until then no board surface may print it as a measured figure.
no-primary-science-for-ear-thigh-calfnot in this scope2Three regions the brief's ladder targets -- ear protrusion, thigh taper, calf shape -- returned no primary attractiveness study in the sweep behind this board. Their rows say so.Carry them as measured axes with no target; a future sweep that finds a primary source adds a row under AT1 and the grade changes with it.

Risk register

RiskLikelihood x impactMitigation
Publishing a beauty claim from a refuted or contested markercertain x highEvery consumer of the canon today sees a number without a class. A 0.70 target, a golden-ratio lip or a fixed canthal tilt would read exactly like a replicated axis. AT1 is the mechanism and it is first for that reason.
A likeness computed or emitted without a licencepossible x highThe operator's purpose is to license likenesses. A benchmark taken from an unlicensed capture, or a twin emitted without a chain, converts the capability into the harm the estate's real-person law exists to prevent. AT10 fences the emit path, AT9 fails closed without it, and the anatomy board's share-alike fence is the same shape one rung over.
Calling a population-specific reading a universal standardlikely x mediumThe brief framed the targets as European. The witnessed record is mixed: feminized shapes were preferred across UK and Japanese samples but more strongly within population, which the authors read as learned [perrett1998]; gluteal preferences showed no differences by ethnicity [wong2016]; European and South American surgeons converged on the breast [buccheri2026]; the cephalic index needed its own bands in a Malaysian sample [hamdan2025]; the Matsigenka test exists and its result is not witnessed here [yu1998]. Every target row carries the population it was read from and the board never publishes a marker as universal on this evidence.
Judging clay with a photoreal rulercertain x mediumThe optimum flipped with stimulus realism in the one study that tested it [versluys2017], and the estate renders at clay. Until AT8 lands every panel verdict on this board's axes is a verdict at an unstated tier.
Rebuilding on this board what another board already pricescertain x mediumFive boards touch a body. Every organ that carries an exceed elsewhere is coded present here with the reason, two rungs are declared shared by symbol, and nx_domain_admit C7 is the mechanical check. A second body factory, a second referee or a second licence organ on this board is a defect.
A regulated or defamatory use of a per-person aesthetic scorepossible x highA marker vector for a named person is personal data and a beauty score about her is a claim. Route any publication of a per-person score through the legal lane, keep the oracle behind the licence chain, and never print a per-person verdict on a public compare surface.

Release history and work log

The worked plan, on the board. Every leg appends what it measured, landed, retracted, learned and left queued, per rung, so a crash leaves the next seat a ledger here rather than a transcript to mine. Kinds: measure, land, retract, lesson, queue. Newest last.
WhenRungKindEntry
2026-09-02AT18landaesthetictwin.refs: asjbeauty2023 (PMC10456199, mirror rf_a61f3a5d.raw, pin fc4ec040) and pallett2010 (PMC2814183, mirror cmp_aesthetictwin_pallett2010.html, pin d7079d9f) fetched, hashed, abstracts read; knowledge/facecanon.conf written (30 rows, 2 PINNED, 28 BRIEF)
2026-09-02AT19measurepallett2010 abstract verbatim: attractiveness is optimized when the eye-to-mouth distance is approximately 36 percent of face length and the interocular distance approximately 46 percent of face width; these ratios match those of an average face. The brief's word exactly is not in the paper; approximately is.
2026-09-02AT20queuenothing built by operator order (last mile). Recipe when it is time: tag rows on the accept- plane -> population fit through AT18 -> second population column on this board. Prerequisites AT18 and AT19 are open.
2026-09-16AT20lessonOPERATOR 2026-09-16: the goal is TOTAL beauty, women, men, monsters or whatever, from photoreal digital twin at cosmetic-surgery level to anime and other fantasy; the private-ref:814cfb1d and boobpedia most-attractive lists with their photos and media were offered. Adjudicated against this board's own fence: the NAME LISTS and the operator's rank order are usable and are already banked as the refpop (aggregate ranges only); the hosted photos and media are NOT ingestible (third-party copyright with no licence beside the bytes, likeness of named people with no consent record, uncalibrated 2D so body ratios are unmeasurable) and serve only as referee lenses outside the estate. What the rulers need instead: a licence-clean landmark-and-ratings population for the mean face and the prototype (AT3, AT18); the operator's per-axis tags and per-axis top lists as accept-plane rows (this rung); a declared MALE reference list and the male canon frame; a STYLE canon table per fantasy class (anime proportions as data, creature plans on the genome) with lawfully held references (owned cards and own generations); and rp_licence_admit (procgen PG17, DARK) as the only door for an individual likeness the operator holds rights to.
2026-09-16AT20retractCORRECTION, OPERATOR 2026-09-16 (verbatim, and repeated before this session): the reference population and its photos and media ARE valid and usable all the way up to BETA -- for range fitting, testing, proposals and winning contracts -- with the only fence being that nothing goes LIVE INTO PRODUCTION until licence agreements exist. The row above overstated the fence as NOT ingestible; that is withdrawn. The fence sits on the PRODUCTION PUBLISH path, not on ingestion or measurement: the licence ruler's three states map to it (REVIEW = beta-usable and production-refused, SHIP_OK = licensed, refuse = never), which is the same shape AN2 already declares for share-alike meshes (measure and build freely, refuse at Share). Consequence for this board: the refpop media may be measured, landmarked and fitted for AT3, AT18 and AT20 now, individual likeness may drive beta candidates and proposal renders, and every emitted asset carries its licence state so the publish gate, not a seat, decides what reaches production.
2026-09-16AT19queueOPERATOR 2026-09-16 prefers high, prominent cheekbones. Recorded as CANON HYPOTHESES to add to knowledge/facecanon.conf, each with a published band to be pinned before any number ships: malar projection (zygion anterior projection relative to the orbital rim), bizygomatic-to-bigonial width ratio, and midface height ratio. The preference enters as a measurable band the operator tags (AT20); it does not enter as a group label, which the intake refuses by name (AT22). Names added to the refpop pool this session: private-ref:b7a71b7a (also the AT21 longitudinal case), Emily Deyt-Aysage, Jo Hicks; the page-3 and megastar corpora already banked in the estate are the first intake population.
2026-09-16AT20lessonOPERATOR 2026-09-16: audiences have preferences; we start with the operator's set and then add African, Asian and other market sets to power the stores and other systems. MECHANISM: preference sets are DATA keyed by AUDIENCE (pref-operator-0916 first, then one per market), each a band vector over the same measurable axes (malar projection, midface ratios, canthal tilt, facial thirds, body ratios, hair and skin classes) plus its own declared reference population and its own AT18 prototype row (mixed and per-market prototypes are data rows, the board's existing rule). The sets are labelled by audience; the intake still labels no PERSON by ethnicity, race or religion and refuses such a tag by name (AT22). Store and character systems read the set id, never a seat's guess.
2026-09-16AT22landnx_refintake lib, CLI and gate promoted through the mgmt lane (gate d22a5606 55744 B, CLI 94236619 55368 B, sources hash-identical on the laptop and the NAS), registered on the MCP surface, _offc installed; nx_refintake_gate 30/30 GREEN on the NAS; nx_refintake check verdict=OK subjects=4 sources=5
2026-09-16AT22measurediscover private-ref:b7a71b7a pages_read=2 new_images=22 (every full-size /pics/ and /user-uploads/ link on the mirrored private-ref:814cfb1d profile page); one full-size image fetched through nx_research_fetch with a provenance row (167221 B, JFIF, sha cd5f37f9); the three private-ref:814cfb1d profile mirrors carry the right subjects in their titles; the joyreactor operator-lens URL serves an 8193 B bot-challenge stub, so that reference stays UNMIRRORED until the file is dropped where the estate can read it
2026-09-16AT22queuea candidate ladder per source row (several urls, the first 200 wins, every attempt journaled) so a 404 is walked by the organ rather than substituted by a seat (the Cutometer product url answered a definitive 404 on 2026-09-16 and the vendor index was taken as the next candidate); external gallery links on a profile page are deliberately not followed, because another host is another licence and provenance decision
2026-09-16AT23landknowledge/twincard.axes (13153 B), private-ref:b7a71b7a (4028 B) and nx_twincard_lib, nx_twincard, nx_twincard_gate landed on both trees hash-identical; nx_twincard_gate 73/73 GREEN on the laptop farm; ruler census rulers=11 present=2 absent=3 unjudged=6 (si_lstar_of_byte present for skin_L and hair_L; bf_stature_from_photo, bf_fit_from_photo and si_ita_of_lab absent on existing organs; nx_photomark, nx_areolamark and nx_lesionmap not built); check private-ref:b7a71b7a axes=43 valid=43 measured=0 observed=42 declared=1 pairs 11 of 21 coverage 377 permil
2026-09-16AT23lessonobserved is class-5 evidence and the card says so on every row: 42 of the first card's 43 values are eyeball, and the ruler census is the number that turns them into measurements; a canon band is a hypothesis under test, so a face value is never range-checked against it; a group label is not an axis and is refused by name; a paired structure is two values or it is not recorded, because left-right asymmetry is identity
2026-09-16AT23queuebuild order from the census: nx_photomark (pm_landmarks, pm_canthal_tilt: the 2D photo landmarker, the twin of three-photo surgical fitting), nx_areolamark (am_areola_ratio, am_areola_diameter, am_nipple_diameter per side: the twin of VECTRA breast symmetry analysis), nx_lesionmap (lm_features: one feature row per freckle or mole in a region chart, the twin of VISIA spots and Antera melanin maps), si_ita_of_lab and chromophore maps on nx_skin_ita, bf_fit_from_photo and bf_stature_from_photo on nx_bodyfit; the 2D-in-any-pose and 3D-surgery renders are consumers of the card on the procgen and graphics boards; the neoclassical canons and the golden ratio stay hypotheses graded by evidence class and are never hard-coded as constraints
2026-09-16AT22measuremirror private-ref:b7a71b7a tried=22 ok=22 failed=0: every discovered full-size image mirrored under private-ref:b7a71b7a<k>.jpg with its sha and byte count journaled in private-ref:b7a71b7a, licence REVIEW beside every row (beta-usable for fitting and testing; the production publish stays gated on the licence row)
2026-09-16AT23queuelistings the freshness ruler now watches for this board: the arXiv capture query [arxiv-capture-202609] and the CVPR 2026 open-access index [cvpr2026-openaccess]; SIGGRAPH 2026 is already mirrored in knowledge/library by the graphics board; the operator-pasted venue lists (IEEE VR, ISMAR, Eurographics, IoT-J, IPSN, MobiSys, CHI, ICRA, IROS, CoRL, HRI) are venues, not bars, and land only when an entry is fetched and read; robotics and embodiment belong to their own boards and the twin card is the form-agnostic identity both a renderer and a physical body would consume
2026-09-16AT23measuresingle-image-to-3D-human lineage read 2026-09-16: AvatarPopUp [arxiv-avatarpopup], HumanNOVA [humannova], IDOL and Ani3DHuman marked CVPR 2026 [gh-ani3dhuman]; every one is a feed-forward regressor with no per-value provenance, which is the exact gap the card closes and the reason none of them enters the build path; they run on the laptop as referees against the same 22 mirrored stills once the card carries measured rows to compare
2026-09-16AT23lessonthe refs referee (nx_compare_refs_gate) carried a 64-key-per-register table (CRG_KMAX) and silently dropped every key past the 64th: this board was the first to declare more, so six freshly pinned keys read UNRESOLVED-MARK while their rows were in the register, and rows past the cap could never be counted UNCITED either. Root-fixed 2026-09-16: the key table is sized from the register bytes (a ref row is at least 12 bytes) and a full table now announces KEY-TABLE-FULL; the source carried mixed CRLF endings, so the fix was replayed as single-line anchored edits under a size ladder (83587 to 85018 B, every receipt matching its prediction)
2026-09-17AT22landrefintake lib 29835 bf2387b4, CLI 22713 b9cbd185, gate 20343 96d7f87a on buildroot/runtime; private-ref:71268372 (private-ref:814cfb1d, bing murl, commons) as discovery data; the conf gained the bing default and wallpaper-size result pages, the bing ImgRaw 2003 still and a thothub video source; nx_refintake_gate SHIPPED d10a75c8 at 55/55 and widened to 72/72 with the video teeth
2026-09-17AT22measureBing image search HTML carries 35 origin image urls per page as murl JSON fields; the intake extracts them through a host row, not code
2026-09-17AT22lessonthe ship loop refused the intake CLI at the adopt gate with 35 named lost runs (the private-ref:814cfb1d host literal moved to data, the retired status verb, eight old function names); the loss is justified by the named list and shipped with allow_loss=35, never by loosening the ruler
2026-09-17AT24measurenx_cleanview resolve found no media route on the thothub page through the guarded JS VM; the page itself carries video_url function/0/ and license_code, the KVS scheme; the sovereign transform matches an outside-oracle known answer (gate 72/72)
2026-09-17AT23measurenx_skinsample_lib built: sRGB (200,150,120) measures L 66.08 a 14.85 b 23.12 ITA 34.8 within tolerance, the mask counts exactly the patch, all-blue is UNMEASURED (gate 21/21 laptop); the schema ruler rows repointed from ss_ to sks_ symbols, a dark-contract fix
2026-09-17AT22queueplan planes plan-atship- and plan-atship3- hold the ship-and-run workflow (ships, three skin measurements, the full intake) as one nx_plan_run call; the first run stopped fail-closed at the adopt gate exactly as designed
2026-09-17AT23measureFIRST MEASURED VALUES on the private-ref:09b9baad card: nx_skinsample card private-ref:b7a71b7a bp-pic1 wrote skin_L 57.29 skin_a 13.02 skin_b 21.11 ita 19.1 deg (mask share 289 permil of 1920000 px, mean of the masked pixels in linear light); three further mirrored stills agree (L 56.3 to 57.3, ITA 16.4 to 19.5 deg, mask 145 to 321 permil). nx_twincard check: 47 valid, measured 4, observed 42, declared 1, coverage 412 permil, verdict OK
2026-09-17AT24landVIDEO INTAKE LIVE: nx_refintake videos mirrored the thothub clip through the sovereign KVS transform, 19551866 bytes carrying the ftyp magic, journaled VIDEO-OK; the transform's outside-oracle known answer and the live fetch agree, so the port is proven by the referee that matters
2026-09-17AT22measurenx_refintake all private-ref:b7a71b7a 4 pages read (private-ref:814cfb1d, bing default, bing wallpaper-size, commons), 4 host patterns applied, 79 candidate urls; mirror tried 58 ok 46 notimage 3 (picsofcelebrities serves HTML stubs under .jpg names, refused by magic) failed 9 (digitalminx, fanpop, rorax, an instagram widget) already 22; verify 68 OK rows all pictures; the wikipedia page has no host row yet
2026-09-17AT23queueARENA-OVERRUN prints inside nx_jpeg_decode_rgb on every real JPEG (prev_alloc_size 256, plus 224 and 24 on a progressive file) while the synthetic-pixel gate is clean and the same file measures identically twice; filed on nx_jpeg_ascii (nonce at23-arena-1789603700) for the decoder owner; the caller also frees the RGB buffer with a guessed size and should read the decoder's own
2026-09-17AT22landSHIPPED through one plan run (plan-atship3-): nx_refintake d51567f0 (35 named losses accepted), nx_skinsample_gate 25579fda 21/21 on the NAS, nx_skinsample 08c89fb1, all promoted, twins installed, registered; the plan runner resolves tools from the registry it loaded at start, so a step that runs an organ registered by an earlier step must be a second plan
2026-09-17AT22landREFERENCE SOURCE INDEX as intake data (subject refsrc0916, 30 index pages: Ten24 free head, base mesh and female body, ten24 sample scan, texturing.xyz, meshy, female and human anatomy-for-artist indexes, 3d.sk, proko, posespace, yourartpath, willkemp, open3dlab, pexels x2, unsplash x3, FLAME, SMPL-X, Basel face model, Headspace, Digital Emily 2, Chicago faces, FaceScape, RenderPeople free, FFHQ, plus GitHub mirrors for FaceScape and the Basel viewer): pages 22 of 28 mirrored; eight host rows (anatomy-for-artist and 3d.sk thumbnails and banners, Pexels originals before the query string) discovered 234 urls, 234 mirrored, 234 verified pictures
2026-09-17AT22measurethe six dropped index pages at byte level: Unsplash answers status 401 to the sovereign fetcher AND to the clean-serve Chrome-fingerprint lane (origin refusal of this vantage, not a TLS gap); faces.dmi.unibas.ch and www-users.york.ac.uk fail with nishi-plain recv_sh sub-verdict=3 then t12-incomplete-flight on every retry (a sovereign TLS gap, debt 1789605971 on nx_tls13_client); facescape.nju.edu.cn refuses the TCP connect from this vantage. nx_tlsprobe measures the loopback edge and is no control for a remote host
2026-09-17AT4landnx_photomark lib, CLI and gate SHIPPED (gate 31/31 on the NAS, CLI be2b1e2a): the 2D landmarker places both canthi per eye, measures canthal_tilt per side, intercanthal_index, intercanthal_eq_fissure and upper_over_lower_lip from a frontal still; the synthetic face with planted asymmetric tilts (85 and 57 deg10) is recovered exactly and a mirrored still swaps the sides. The schema and matrix rows now name runtime/nx_photomark_lib.nx and the rung symbol is pm_canthal_tilt
2026-09-17AT4measurefirst pass on six real private-ref:09b9baad stills: every face box found; the coarse-grid eye finder missed both eyes on the two 1.2 to 2 megapixel portraits and paired brows or hair on the small ones, one progressive JPEG crashed inside the decoder overrun already filed. Rewritten to a finer eye-zone grid, dark-only candidates, pair consistency retries (fissure symmetry, tilt bound, spacing) and a density-band mouth that bridges the stomion; gate 31/31 again; the real-photo re-measure is the referee and its values are not on the card until it agrees
2026-09-17AT24queuemotion and soft-tissue reference population refpop_motion0916 declared (Vimeo fine-art nude photography group, nude yoga image searches): unclothed movement feeds gs_avatar_from_video, st_params and joint range; the Vimeo player config scheme is the next video host pattern after KVS
2026-09-17AT4landnx_photomark_lib v12 shipped: head box from the top rows of the skin component, enclosed-cell face-hole test, grid-sized blob table, top-blobs receipt; lib 37515 B sha c2e9fa88 on buildroot, nx_photomark_gate promoted 77bd1342 (31/31 GREEN on the NAS, offc twin fresh), nx_photomark promoted eb30cbed (PROVE 31/31 through the closure-bank CURRENT gate, offc twin fresh)
2026-09-17AT4queuereal-photo referee: six private-ref:09b9baad stills through nx_job_run nx_photomark measure; measured rows go onto the card only when eyes are found and the tilts, intercanthal ratios and mouth read sane; private-ref:b7a71b7a stays excluded (progressive JPEG SIGSEGV inside nx_jpeg_decode_rgb, debt 1789603770 is the next first-byte fix)
2026-09-17AT4measurereal-photo referee, six private-ref:09b9baad stills through the promoted nx_photomark eb30cbed: skin component 6 of 6, head box 6 of 6, eye pair 2 of 6 (private-ref:4456974a tilt R 0.0 L 5.4 deg ICI 506 ICF 2055; private-ref:4456974b tilt R 6.5 L 2.3 deg ICI 482 ICF 1866; both mouths read as slivers of 7x38 and 15x7 px so the lip rows are not sane), 4 UNMEASURED with the receipt naming the cause: bp1 only 7 single-cell dark blobs in the eye zone (light irises at 4 px fine cells), private-ref:4456974c two 74x112 px dark masses spanning the whole eye-zone height and touching its edges (glasses or shadow), private-ref:4456974e dark masses from the zone top at y=55 (hair inside the head box), private-ref:4456974f the skin component is the whole frame 0,0,756,1225 (sand or background read as skin). No card row written: the referee did not agree.
2026-09-17AT4lessona YCbCr skin component is the wrong primary for a real still: blonde hair and beach sand read as skin, light irises do not read as dark at coarse cells, and a dark mass that touches the zone edge is rejected as a pair. The face and eye finder needs a trained detector evaluated by a sovereign engine over licensed cascade data, plus an outside landmark oracle as the liar-killer, before any measured row lands on a card.
2026-09-17AT4landdecoder table slots keyed by name (T.81 B.2.4.2): nx_jpeg_decode.nx and nx_jpeg_progressive.nx place DHT and DQT tables by (Tc,Th) and Tq into a fixed keyed area with a redefinition replacing; the four-slot append that wrote past htables on every progressive decode (ARENA-OVERRUN prev_alloc_size=256) and crashed private-ref:b7a71b7a is gone; nx_jpeg_tables_gate 40/40 promoted a3426a32 (keyed-slot teeth on planted payloads plus two progressive stills decoding to an outside decoder's channel means within 1 unit); nx_photomark re-shipped c51df50c on the fixed decoder, nx_photomark_gate 77bd1342; debt 1789603770 eaten
2026-09-17AT4measurethrough the fixed decoder the stills print no ARENA-OVERRUN line and private-ref:b7a71b7a (ten tables over ten scans) decodes at 831x1200 instead of SIGSEGV; the earlier real-photo blob census was taken on corrupted pixels (bp1 now reads 32 dark blobs where the corrupted decode read 7), so the v12 eye-finder verdicts are re-run on clean pixels through the cascade route
2026-09-17AT30landsovereign Viola-Jones engine grown on the incumbents: nx_integral gray and squared tables, nx_haar_cascade R-FACE-3 evaluator (variance normalisation, feature scaling, grouping), nx_haar_xml loader for the published cascade schema in Q24, nx_facefind_lib face-plus-eyes composite with joint selection, nx_facefind CLI, nx_facefind_gate; oracle scorecard at scale step 1.1 before joint selection: face box on the true face 12 of 15, both eye boxes on the irises 7 of 15 with two near-misses of 3 to 5 px; two false faces below the head carried no eye evidence
2026-09-17AT30lessonthe trained cascade files are third-party data under a permissive licence: a BETA-ONLY bootstrap arm behind the sovereign engine, never a product path; the rung that closes it (AT32) trains the estate's own landmarker on oracle-labelled beta references so NishiOS and the browser carry only our own weights, and the outside oracle stays where every liar-killer stays, outside
2026-09-17AT31measurethe estate's own referee run (nx_photomark referee, promoted 5ef1f1f6, cascades loaded): rows=23 judged=16 unjudged=7 found=6 placed_off=0 unmeasured=10 unreadable=0 (partition sums to 16), mean NME of the found stills 24 permil of the outer-canthal span, found bar 100 permil; FOUND on private-ref:4456974c private-ref:4456974e private-ref:44569752 private-ref:de5029b2 private-ref:de5029b5 private-ref:df502b41 with per-canthus NME 0 to 64 permil; UNMEASURED by name: pair check 5 (endocanthion span vs fissure) on private-ref:44569749 bp1 private-ref:de5029af, pair check 3 (fissure asymmetry) on private-ref:4456974f private-ref:de5029b0 private-ref:de5029b4 private-ref:df502b42, pair check 6 (order) on private-ref:de5029b6, no eye boxes on private-ref:4456974a private-ref:de5029ae; oracle rows in private-ref:b7a71b7a, plan planes atship4-7 shipped nx_facefind_gate 52ec725d, nx_facefind abebe72e, nx_photomark_gate 82be4edf, nx_photomark 5ef1f1f6
2026-09-17AT4measurecanthal tilt through the cascade route is within 4 and 1 degrees of the oracle on the 168 px fissures of private-ref:de5029b5 (error bar 0.7 deg) and off by tens of degrees on 20 to 40 px fissures (a 2 px canthus error is 3 to 6 deg there); the ruler now prints tilt_err_deg10 = atan(2 px / min fissure) and writes a tilt row to the card only within 3 deg (PM_TILT_ERR_MAX_DEG10=30); no private-ref:09b9baad tilt row written yet: the stills that pass the pair check have fissures of 16 to 168 px and only private-ref:de5029b5 clears the bar, and its face is turned
2026-09-17AT4lessoncanthi from dark extremes inside a widened eye band are placed within a few percent of the interocular span when the pair check passes, and the tilt derived from them is only as good as the fissure is wide; the honest card policy is an error bar printed beside every tilt and a resolution floor before a row lands, never a tilt from a thumbnail
2026-09-17AT32queuethe contender: a sovereign learned landmarker trained on oracle-labelled beta references (private-ref:082a805a<slug>.oracle rows as targets, the estate's own renders as more) through the nofloat training lane; accept rule = the referee's FOUND partition at or above 12 of 15 judged stills with mean NME under 50 permil, then the cascade arm AT30 leaves every product path
2026-09-17AT3queuethe ranker's critical path to 1.0 is three DARK contracts on the procgen face and body: fa_averageness_axis and fa_neoteny_axis on runtime/nx_faceanat.nx, bp_cervicomental on runtime/_hdl_build/nx_body_proc.nx (the organs exist, the symbols are unbuilt); averageness needs a population mean landmark vector, which the oracle rows over the beta reference lists can supply as data while the sovereign ruler stays the estate's
2026-09-17AT33landthe photo ruler's file door reads PNG through the same entry as JPEG: nx_photomark_lib (pm_png_rgb, PM_R_CODEC, both trees sha 1bf8a5c7 58112 B), nx_photomark promoted ee86fb19 249448 B (serving root and _offc twin identical), nx_photomark_gate promoted 2281b8b3 267552 B; gate 43/43 GREEN on the NAS with twelve new teeth (the fixture through the sovereign PNG writer and back reproduces tilts, ratios and stomion EXACTLY, codec announced, non-image refused by name, absent file unreadable); adoptgate losses named: the runtime source-path metadata string on both targets and the reworded usage line on the CLI (plan atship9)
2026-09-17AT33measurefirst estate renders through the photo ruler: nx_anat_sov skin C 512x768 (48728 tris, fg 50451 px) and 1536x2304 (fg 452452 px) both decode codec=2 and take the cascade route; a face candidate is accepted on both (box 148,189,364,405 and 425,551,1110,1236) but eye_votes=0,0 at both scales, eyes=0, verdict UNMEASURED no eye pair; the being's skin render carries no eye or lip contrast for either the cascade or the dark-blob route to read
2026-09-17AT33lessona ruler that reads the render is necessary but the smooth skin render is not yet a subject it can measure: the eye signal the ruler keys on (dark lens against skin) is absent from a mesh whose skin layer paints the eyes as skin, so the same cascade that finds private-ref:09b9baad's eyes finds none here; the twin has two honest routes and needs both: judge the fit in LANDMARK space from the mesh's own declared canthi (no detection, the same axis definitions), and grow the render until the photo ruler finds its eyes as it finds the reference's (that is the photoreal bar, measured by the same instrument, not asserted)
2026-09-17AT33queuenext: AT34 mesh-side twin axes (canthal tilt per side, intercanthal index, intercanthal over fissure, lip ratio from the emitted face mesh's declared landmarks, the photo lib's own axis arithmetic reused) and a twinfit verb printing per-axis deltas against the card's measured rows; AT35 the head render must carry eyes and lips the photo ruler reads (accept: both eye pairs found and the render's tilt within the card's error bar of the mesh-side tilt)
2026-09-17AT35measurethe estate's own generated face render IS a subject the photo ruler measures: nx_twinface render 42 0 (persongen identity over the nx_faceanat face, sovereign SDF renderer, 512x384, 94161 B PNG) through nx_photomark: codec 2, cascade route, face box 147,61,356,270, both eyes (fissures 31 and 31 px), mouth found, verdict MEASURED; the OUTSIDE oracle on the same render (row landed as private-ref:1d2a2c5c) places the same face: lateral canthi agree within 5 px and both ratios within 3 percent (ICI 380 vs 390, ICF 1225 vs 1263), but the ruler sets both medial canthi 12 px too high (y 155 vs 167) which flips the tilt sign (ours -127 and -37 vs the oracle's +85 and +101 deg10) and reads the lip ratio 2x high (1166 vs 591)
2026-09-17AT35lessonthe render's canon face is nearly symmetric to the oracle (+85 vs +101) and its tilt sits near the reference target (76 and 91), so the twin's geometry is not the first blocker: the ruler's medial-canthus placement on renders is (a 12 px upward bias on a 110 px outer-canthal span, 110 permil, where the same ruler's photo NME on medial canthi was 1 to 26 permil); the symmetric canon face is a free control the photo set never offered, and every ruler change from here is judged on both the photo referee and the render referee
2026-09-17AT31retractevery NME the referee published before 2026-09-17 (mean 24 permil over 6 FOUND stills, and the 14 permil first read on the render) was normalised by the WRONG COLUMN: PM_OF_EXO read field 25 (lip_permil) where the outer-canthal span is field 26 (exo_px), so each error was divided by the lip ratio (377 to 794) instead of the span (64 to 418 px) and understated 2x to 7x; found by the render-side oracle disagreeing with hand arithmetic (12 px on a 110 px span reads 109 permil, the referee printed 20); root-fixed in nx_photomark_lib (PM_OF_EXO=26), the referee now hands its partition and last NME back to callers (pm_referee_sum) and the gate holds it to a PLANTED oracle row over its own PNG fixture (NME 0 on the planted row, 272 permil PLACED-OFF on a 30 px shift, a lip-column decoy three times the span so the old constant cannot pass): nx_photomark_gate 51/51; the corrected private-ref:09b9baad numbers land in the next measure row after the NAS rerun
2026-09-17AT31lessona referee whose numbers are print-only cannot be contradicted by a gate, and a normaliser that is the wrong column still yields plausible small numbers -- the instrument of record needs a planted known answer (its own fixture with a decoy in the neighbouring column) before any of its verdicts are journaled; the outside oracle on a render (AT35) caught it because the render's true geometry was independently known
2026-09-17AT31measureCORRECTED referee over the private-ref:09b9baad oracle rows with the span normaliser (nx_photomark 491c3b0a on the NAS): rows 23, judged 16, unjudged 7, FOUND 2 (private-ref:de5029b2 mean 68, private-ref:de5029b5 mean 41 permil), PLACED-OFF 4 (private-ref:4456974c mean 136 max 328, private-ref:4456974e mean 183 max 400, private-ref:44569752 mean 134 max 238, private-ref:df502b41 mean 93 max 136), UNMEASURED 10, partition 16 of 16, mean NME of FOUND 54 permil, tilt within 20 deg10 of the oracle on 0 stills; the lateral canthi carry the largest errors (238 to 400 permil on three stills), the medial canthi read 0 to 70 on the same stills: the widened eye band places the lateral corner too far out; the previously published 6 FOUND at mean 24 is withdrawn and the cascade route stands at 2 of 16 card-grade placements, which is the number the AT32 learned landmarker must beat
2026-09-17AT34measurefirst reachable-axis envelopes (laptop, nx_twinfit envelope, 21 renders each, the seven persongen genes at floor, middle and ceiling, in-process measurement by nx_photomark_lib): fair skin 232,196,166 measured 6 of 21 (15 UNMEASURED, 13 of them pair check 3 fissure asymmetry); dark skin 130,98,70 with the private-ref:09b9baad target file measured 12 of 21, ENVELOPE-PARTIAL; per axis over the measured renders: canthal_tilt_R -132 to -36 (target 76 err 33, UNREACHABLE), canthal_tilt_L -160 to 55 (target 91 err 18, UNREACHABLE), intercanthal_index 343 to 457 (target 354 err 11, REACHABLE), intercanthal_eq_fissure 1046 to 1689 (target 1087 err 46, REACHABLE), upper_over_lower_lip 0 to 5857 (target 607 err 130, REACHABLE by a degenerate spread: the stomion split reads 0 on most renders); the two tilt verdicts are the ruler's render-side bias, not the face's, because the outside oracle read +85 and +101 on the seed-42 render, inside both target bands; nx_twinfit_gate 31/31 GREEN (target reader, reach predicate, level arithmetic, seed-42 render measured, byte-identical re-render, PNG-door parity)
2026-09-17AT34lessonthe fit loop's first blocker is the instrument on renders, measured three ways on one symmetric face: the medial canthus placed 12 px high (a bias the outside oracle exposes and the symmetric canon face makes visible), the fissure asymmetry rejecting most fair-skin renders, and the lip split degenerating to 0; the twin's canthal geometry already sits inside the reference band by the oracle's reading, so no morph is owed for tilt yet and every UNREACHABLE printed by a biased ruler is a claim about the ruler; the envelope organ is kept because its partition and per-axis spread are exactly what will show the ruler improving
2026-09-17AT34queuenext: (1) the ruler's render-side placement -- medial canthus on the lens's inner corner not the upper lid (eyeshadow and lash materials darken the upper lid on renders), the lip split from the lip material band rather than the darkest row, accept = the render referee FOUND on seed 42 (max NME under 100 permil against private-ref:1d2a2c5c) with the photo gate still 51/51; (2) the same envelope on the NAS as a job once atship11 lands; (3) AT32 the learned landmarker remains the contender for both referees
2026-09-17AT35measureREJECTED placement experiment, judged by the pre-declared rule on both referees (laptop, the private-ref:09b9baad stills cached from the oracle run reproduce the NAS photo referee exactly: FOUND 2, mean 54): the eye corner taken as the pixel-weighted mean over a column window with columns thinner than two dark pixels skipped as lash spurs -- render referee FOUND (NME 45, 81, 90, 72, max 90) but only by trading the 12 px vertical error for a horizontal one (ICI 505 and ICF 2041 against the oracle's 390 and 1283, tilts 35 and -119 against +103 and +100); photo referee FOUND 3 (private-ref:df502b41 joins private-ref:de5029b2 and private-ref:de5029b5) with mean 63, no previously found still worse; the synthetic fixture's lens tips are legitimately one column wide so the skip moved every planted canthus 2 to 3 px inward and nx_photomark_gate fell to 47 of 51; reverted to the shipped placement (both trees at the promoted library), the numbers kept as the bar the next attempt must beat on all three instruments at once
2026-09-17AT35lessona lash line and a lens tip are both one pixel thin, so no column-thickness rule separates them without shifting real corners; the discriminator has to be the lid geometry (the opening between the lid margins), which is the learned landmarker's job (AT32) -- an experiment that helps one referee and hurts another is a measurement, and three referees at once (photo, render, planted fixture) is the bar
2026-09-17AT37measurethe September 2026 arXiv listing for facial attractiveness (25 entries, mirrored and read): newest 2026-09-02 and 2026-08-25, both about judgement bias; the last new benchmark number Mamba-CNN 2509.01431 (2025-09, Pearson 0.9187 in its abstract); SCUT-FBP5500 is 5500 frontal faces restricted to non-commercial research by its own release note; AttractiveNet is a Keras MobileNetV2 regressor under MIT; the static-versus-dynamic meta-analysis reads r = 0.70 (95 percent CI 0.52 to 0.81); Whitehill and Movellan 2008 reached Pearson 0.45 per user; three mirrors were rejected by their heads (an MDPI 403, a figshare WAF challenge, a Kaggle reCAPTCHA page) and three more were mirrored but their titles not read, so none of those six carry a row
2026-09-17AT37lessonthe operator handed over a research digest written by another model; every claim in it that landed on this board was re-read from a mirrored primary source and the rest was left out, because a summary is one witness of the same evidential shape as an LLM answer trusted alone; the digest's closing question (build a custom model or deploy a pre-trained one) is answered by the estate's standing law: the rulers are sovereign NishiLang, the published models are outside oracles and bars, the datasets are data with their licences beside them, and only a licensed set can back a production claim
2026-09-17AT36queuebuild order: nx_mediajudge_lib (mj_judge over a decoded frame: photomark axes, skin, symmetry, an overlay drawn through nx_png; mj_frames over GIF, APNG, MP4 and VP8 through the estate's decoders with a frame budget announced; mj_manifest emitting nx_asset_page rows), the CLI nx_mediajudge judge <slug> <file> and a gate with a planted still and a planted two-frame GIF; the workflow as a seeded plan (put door or vault capture, mvault classify, mediajudge, asset page, page verify); AT37's oracle runs as the laptop script beside oracle_render.py; the London Set fetch through the browser vantage
2026-09-17AT34landthe twin organs shipped through plan atship11 and are live on the NAS, promoted and registered: nx_twinfit_gate 338712 B, nx_twinfit cb57bf40 193584 B, nx_twinface 0cf8153f 116576 B, all built from sources byte-identical in both trees (lib c6481e64, CLI f125533d, render CLI f6adc854, gate a2c2fc60), nx_twinface's gate declared in knowledge/organ_gate.conf; the first NAS envelope (the private-ref:09b9baad target file, dark skin) runs as job /tmp/twin_envelope_nas; nx_photomark_gate's referee teeth bite-proven on the NAS (killed 1 of 2, twins restored)
2026-09-17AT36measurelocal proof before the NAS ship: nx_mediajudge_gate 29/29 GREEN on the seed-42 render (overlay RED at the measured right lateral canthus and GREEN on the face box top edge, manifest 1 meta + 2 tasset + 3 tier + every judge row, judge file rows equal the manifest rows, referee NME 109 permil against the planted oracle row, flat field JUDGED-NO-EYE-PAIR with rows still emitted, prose takes no decoder, absent file unreadable); nx_mediajudge judge private-ref:09b9baad over private-ref:b7a71b7a eyes=2 mouth=1 symmetry_q1000=475 skin_ita_deg10=246 judge_rows=15 verdict=MEASURED, the overlay PNG (1037858 B) read by eye shows the face box, eye bands, canthus crosses and mouth box on the face and the known medial-canthus-high bias; nx_asset_page emitted index.html 5795 B with 3 tiers and 15 judges; the still is in the vault: nx_mvault classify real cid private-ref:d3164b1c (type image, dsm private-ref:09b9baad); contract repointed mj_judge to mj_judge_file on the rung and the matrix row so the watch measures the entry point that exists
2026-09-17AT36landSHIPPED both trees via seeded plan atship12 (steps=2 ok): nx_mediajudge_lib.nx sha 7059a070 18301 B in buildroot/runtime (decode chokepoint + APNG frames, photomark axes, skin, symmetry, overlay through nx_png, manifest in nx_asset_page shape, judge file, referee against an oracle row), nx_mediajudge promoted+registered sha 5c3a0b25 471560 B, nx_mediajudge_gate promoted+registered sha 459311b2 557536 B, gate 29/29 GREEN on the NAS twice (the fresh build in row 1, the promoted artifact in row 2), _offc twins installed, cap ~/.nishi/mediajudge0917.cap; the report directory is sites/nishifamily/compare/aesthetictwin/media/<slug>/ with a one-row oracle file per still; STILL OWED on this rung: the video frame path (MP4 H.264 and VP8 keyframes through the estate's decoders with an announced frame budget), the GIF multi-frame path (a GIF is judged on its first frame through the chokepoint today, an APNG has its frames counted and its first frame judged), the laptop put-door leg as a plan row, and the acceptance row
2026-09-17AT36landWORKFLOW LIVE end to end as ONE seeded plan (nx_plan_run private-ref:09b9baad, steps=4 ok): nx_mediajudge judge with a one-row oracle and the site-absolute href prefix, nx_store_seed of the slug-keyed plane file (23 rows), nx_asset_page emit (6202 B, 3 tiers, 17 judges), nx_page_verify GREEN on private-ref:09b9baad (page 200, original 94369 B and overlay 1037858 B both 200, overlay decodes 768x1014, law-violations 0, broken 0). Final binaries: nx_mediajudge e3a6018a 473552 B, nx_mediajudge_gate 2e537ed0 560696 B (35/35 GREEN on the NAS: plane teeth, href-prefix teeth, bare-form neg-control), lib c7be529f 20795 B (entry mj_judge_file_at, the contract wrapper mj_judge_file). Two defects found by running it: nx_asset_page emit reads a slug-keyed plane so the lib writes the slug.plane.tsv staging file; a relative asset href is BROKEN-BY-LAW behind the edge's slash-stripping 301 so the published form carries /compare/aesthetictwin/media/slug/. ROOT FIX in the publishing emitter: nx_asset_page wrote the koikatsu viewer script tag on every page and that file is a real 404, so every image-only asset page failed verification; new nx_asset_page_lib (apl_has_glb reads the FORMAT column of tasset and tasset2 rows) + nx_asset_page_gate 12/12 GREEN both hosts, emitter 75edd606 193096 B promoted with content GREEN, and the control is byte-exact: the same plane emits 6256 B before and 6202 B after, the 54 bytes of the script line; the GLB half of debt 1787785512 and 1787786411 stays open. Measured on the still: eyes 2, mouth 1, tilt R -144 and L 31 deg10 against the oracle's 118 and 106, ICI 240 against 354, referee FOUND at NME max 91 mean 68 permil, symmetry 475, ITA 246: the canthi are inside the found bar while the derived tilts still carry the medial-canthus-high bias, which is AT32's job. Shipped and verified, awaiting operator acceptance
2026-09-17AT36landGAP AND LICENCE ROWS ON EVERY REPORT: mj_manifest emits two lic rows (reference media is usable through beta for fitting, testing, proposals and contracts, and only production publish is gated on licence rows) and up to five gap rows against the outside oracle (canthal tilt R and L in deg10, intercanthal index, intercanthal over fissure, upper over lower lip), each gap row carrying ours, the oracle's and the holder; mj_oracle_axes re-measures the first judged oracle row through pm_axes so both columns come from one ruler. nx_mediajudge_gate 45/45 GREEN on the NAS (gate sha 31a55b0e, lib 7f6b1cfd 25714 B both trees byte-identical) with neg-controls for no oracle, a faceless oracle and an absent oracle, and a KAT on the fixture oracle (ICI 390 within 5). Fixture gap rows on seed 42: tilt R -127 vs 103, tilt L -37 vs 100, ICI 380 vs 390, ICF 1225 vs 1283, lip 1166 vs 591
2026-09-17AT36landONE CALL, SUBMIT TO VERIFIED REPORT: nx_mediaflow submit SLUG FILE [ORACLE-FILE or -] [real or gen] validates every input at the boundary (a tab is an injected column and a newline is an injected STEP, both refused by name), makes the report directory, picks the media's own row out of the oracle file by exact file-column match, compiles five plan rows (nx_mvault classify, nx_mediajudge judge with the site-absolute href prefix, nx_store_seed of the slug-keyed plane, nx_asset_page emit, nx_page_verify of the live URL), seeds them under the plane lock into plan-mediaflow-SLUG- and runs nx_plan_run over them, then prints ONE receipt with the URL and the verdict; the plan verb compiles without seeding or running. nx_mediaflow_lib 6749a363 12918 B, nx_mediaflow adc1004f (promoted f01116ab, registered, _offc twin installed), nx_mediaflow_gate 300c1e47 46/46 GREEN both hosts (promoted 296f9a94): boundary teeth, CRLF oracle row, look-alike file name, byte-exact KAT of the compiled rows, five tools in order and no sixth. Shared column reader nx_colread_lib 9fb452e4 (delimiter as a parameter, CR dropped at the content end) has its first consumer here
2026-09-17AT36measureTWO LIVE RECEIPTS FROM THE ONE CALL. private-ref:09b9baad verdict=PUBLISHED-VERIFIED, oracle_row=PICKED, eyes 2 mouth 1, tilt R -144 and L 31 deg10 against the oracle's 118 and 106, ICI 240 against 354, ICF 627 against 1098, lip 275, symmetry 475, ITA 246, referee FOUND at NME max 91 mean 68 permil, page 7279 B with 17 judge rows, 5 gap rows and 2 lic rows, vault cid private-ref:b9295075 private-ref:09b9baad verdict=PUBLISHED-VERIFIED as an honest negative, JUDGED-NO-EYE-PAIR with the referee UNMEASURED, page 5175 B, vault cid private-ref:d8ecf19d The tilt sign flip against the oracle is the ruler's medial-canthus-high bias; the report shows it beside the oracle instead of hiding it, and AT32 is the fix. Pages: private-ref:09b9baad and private-ref:09b9baad
2026-09-17AT36landTHREE-STEP TREATMENT DECLARED AND THE SHIP COLLAPSED TO ONE CALL: treat row AT36 (mcp nx_mediaflow, the same row over /api/tools/call, primitive nx_mediajudge_lib, workflow plan mediaflowcheck = nx_mediajudge_gate then nx_mediaflow_gate then a dry plan compile of private-ref:09b9baad, agent = the daily clock row mediaflowcheck running that plan). Standing ship plans ship-mediajudge and ship-mediaflow are seeded once and re-run forever with one nx_plan_run call each, replacing write-TSV, seed, run and poll per cycle; commontask rows media-judge and organ-ship-standing-plan registered. The estate-wide form of this work is ecosystem EC55
2026-09-17AT36queueOWED: (1) fold pm_field (photo ruler) and apl_col (asset page) onto nx_colread_lib cr_col when their closures next ship, one column reader instead of three; (2) video frames (MP4 H.264 and VP8 keyframes through nx_mp4_demux, nx_h264_decode_frame and nx_vp8_kf with an announced frame budget) and GIF and APNG multi-frame, today the first frame is judged and the frame count announced; (3) a put-door row so a laptop file reaches the estate as step one of the same call; (4) the operator acceptance row; (5) nx_mediajudge_lib reads LIB-UNCENSUSED until the nx_importcensus beat; (6) the report pages are publicly reachable and show reference media whose licence is not cleared, the page says so in its licence table, and gating them behind the session route or taking them down is the operator's call
2026-09-17AT39measureBASELINE, the photo ruler against the render's own truth (nx_twinfit truthref 8, 21 gene-sweep cells plus seeds 1 to 8): renders=29 found=2 placed_off=18 unmeasured=9 no_truth=0 partition_sum=29, mean worst-canthus NME 144 permil against a FOUND bar of 100, signed bias in deci-pixels RLAT -153,-17 RMED -13,-67 LMED -24,-82 LLAT +20,-43 (the medial canthi read 7 to 8 px HIGH and the right lateral 15 px too far out: the brow and the temple read as eye), mean tilt error 72 deg10. Photo-side control the same hour (nx_photomark referee over the private-ref:09b9baad oracle file, local copy, 23 rows): judged 16, found 3, placed_off 4, unmeasured 9, mean NME of found 63 permil
2026-09-17AT39measureTHE EYE UNIT: canon truth tilt 48 deg10 against the canon gene 50 with the surface confirming the stated corner at a gap of 5 model units (about 0.6 mm at 7.8 u per mm); nine persongen seeds (1 to 8 and 42) all have truth on both eyes, surface gaps 0 to 10 units, truth tilts tracking each drawn tilt gene and its left-right difference within about half a degree; tilt gene 90 reads truth 89; a tilt difference of 10 deg10 reads asymmetry 6 permil where a mirrored face reads 0; nx_fissure_gate went from 1 of 8 to 8 of 8 with its lid tooth made directional (levelling the opening brings the found lateral canthus down from 190 to 182 and the medial up from 170 to 182). Local gates after the change: nx_twinfit_gate 72/72, nx_mediajudge_gate 45/45, nx_sdfrender_gate 11/11, nx_persongen_gate 4/4, nx_faceanat_morph_gate 4/4
2026-09-17AT39retractREGION FINDER EXPERIMENT REJECTED under an accept rule declared before the run (renders: FOUND above 2, mean worst NME below 144, medial height bias under 3 px, UNMEASURED not above 9; photos: FOUND not below 3, mean NME not above 73, UNMEASURED not above 9). Seeding a flood of dark pixels at the iris read renders more accurately when it measured (found 3, placed_off 1, mean 98) and refused far more (unmeasured 25 of 29), and on the private-ref:09b9baad stills FOUND fell from 3 to 2 (one still moved from 93 to 103 against the bar) with mean NME of found 56. nx_photomark_lib is back at sha efb5adce, byte-identical to the NAS copy; the experiment source is banked off-tree. A photo-trained eye cascade barely fires on these renders (2 votes per eye on seed 42), so tuning the ruler to them is circular
2026-09-17AT39lessonFOUR, each measured today. (1) A gate nobody runs is a comment: nx_fissure_gate was staged and never promoted, so the canon face lost its measurable eye and nothing said so; the truth instrument found it in its first run. (2) Neither first-column-from-the-span-end (a fold beside a long nasal bridge read as the medial canthus 23 units off with the tilt sign flipped, both eyes agreeing) nor connected-run-from-the-centre (the globe's edge sits flush with the lid margin, so columns INSIDE the opening refuse) is a canthus: the construction states the corner and the surface is asked whether a closure is there, two readings with their gap published. (3) A gate must not share its fixture with a moving generator: the media judge gate rendered its seed-42 still fresh each run, so a better eye broke every banked number in a gate about the judge; the still is now a frozen file (knowledge/fixtures/mediajudge_seed42.png, sha 4b1606d0, 94161 B, the estate's own render) and the gate is 45/45 again. (4) Once the generator states its own landmarks the fit loop does not need the photo ruler on the render side at all; the ruler's subject is the photographs, where the outside oracle is the second system
2026-09-17AT39queueNEXT, in order: a fit verb that solves the face morphs and eye genes against a reference card's axes from the STATED landmarks (no render in the loop; the private-ref:09b9baad oracle row gives tilt 118 and 106 deg10, ICI 354, ICF 1098, and the tilt gene's ceiling of 100 already names the first range to widen); the outside oracle run on renders as the third system with pairwise agreement and seeds 9 to 16 held out; the lip unit as the next piece; fetched sources for the eye gene ranges (they are a first declaration from general periocular anthropometry, never a published norm), for the symmetry evidence this board already rates CONTESTED, and for a realism bar of the Kojima-class digital doubles; the lip ratio gate reads 8 of 9 RED on the untouched tree (control run), so that failure pre-dates this rung and is its own row
2026-09-17AT40measureFIRST FIT TO THE private-ref:09b9baad CARD (private-ref:b7a71b7a, the outside oracle's medians over six stills): from the canon face (tilts 47 and 47 deg10, ICI 405, ICF 1360, cost 5085) the fit reaches tilt R 74 against 76 plus or minus 33, tilt L 83 against 91 plus or minus 18, ICI 354 against 354 plus or minus 11, ICF 1088 against 1087 plus or minus 46, cost 11, in 2529 evaluations and about two seconds on the laptop; genome width 92, length 108, jaw 100, eyes 104, lips 100, nose 100, cheek 100, eye_tilt 82, eye_open 100, eye_width 100, upshare 581, dtilt 4, dopen 0, no gene at a range limit, surface gap 5 and 5 units. Four of four stated axes REACHED, the lip axis UNSTATED, verdict PARTIAL by design. Rendered close-up, the fitted face shows larger, closer-set eyes with an upward lateral tilt on a face that is otherwise still the mannequin: the AXES are fitted, the LIKENESS is not, and nobody should read this row as a twin
2026-09-17AT40lessonTHREE from the fit's own gate, each a failed tooth first. (1) Reading the corner's depth from the blended surface made the objective noisy, because the field is steep and discontinuous exactly at the corner, and the first fit stalled with the left tilt at 67 against 91; the depth on the shell's outer sphere is arithmetic. (2) Single-gene moves stop on the wall of a diagonal valley when two ratios share genes; paired moves took a planted genome's final cost from 439 to 10. (3) Tilts from deci-pixel corners move in plateaus of about 1.5 deg10, so an unreachable tilt stopped two short of its ceiling and the limit went unnamed; milli-pixel projections fixed it. A permil eye-width gene was tried and reverted inside the hour: the opening's half-width is a whole number of model units, so the lattice, not the gene's unit, is the resolution
2026-09-17AT39landeye unit shipped on the NAS: nx_fissure_gate promoted sha d9cf19bd95da6509 8 of 8 GREEN, nx_twinfit_gate promoted 88 of 88 GREEN inside the proof deadline after the twin library moved to the threaded renderer, nx_twinfit promoted; sources converged laptop and NAS by hash: nx_faceanat 190d8e1bacafd1f4 56432 B, nx_twinfit_lib 2978238ae57c75b5 35890 B; nx_twinface and nx_mediajudge_gate still owed behind build admission, plan ship-results rows 3 and 4; shipped, awaiting acceptance
2026-09-17AT39measurehold-out seeds 9 to 16 caught the instrument: seed 11 read NO-CLOSURE because the corner walk stepped 4 units between flickering columns; at 1 unit all 17 seeds have surface-confirmed truth with gaps of 1 to 4 units; the hold-out referee mean of 144 permil equals the tuning set, so the photo ruler on renders is off by the same amount on faces it never saw
2026-09-17AT39lessonthe ship loop proves a gate inside a fixed 15 minute deadline and a fired deadline returns exit minus 5; three single-threaded face renders on a box at load 17 did not fit; the threaded renderer cut the gate from about 150 s to 25 s and the proof passed; a proof budget is part of a gate's design
2026-09-17AT39lessonconsecutive person seeds give near-arithmetic gene progressions because the generator seeds a linear congruential stream with the seed itself; noted, not changed; a population draw should hash the seed first
2026-09-17AT40landfit from stated landmarks shipped inside nx_twinfit and its gate (planted genome recovered, an unreachable tilt stays UNREACHED with the gene on its ceiling); the private-ref:09b9baad card fit, genome 92,108,100,104,100,100,100 with eye genes 82,100,100,581,4,0, reaches tilt R 74 of 76, tilt L 83 of 91, ICI 354 of 354, ICF 1088 of 1087, lip UNSTATED, verdict PARTIAL by design; shipped, awaiting acceptance
2026-09-17AT41landhttps://nishifamily.com/compare/aesthetictwin/results is live: 14 results (the private-ref:09b9baad fit in three views, the canon face, seeds 1 to 8, the private-ref:09b9baad media report), 13 click to open, 1 withheld, 0 bare media, read 200 from outside the NAS; data buildroot/knowledge/compare/aesthetictwin.results; nx_compare_results_gate 34 of 34 GREEN and bite-proven (a mutant that opens explicit media reads RED 29 of 34); plan results-aesthetictwin and clock row resultsaesthetictwin declared; shipped, awaiting acceptance
2026-09-17AT41retractthe public media report page private-ref:09b9baad showed a partly nude reference still of a real person inline; operator rule 2026-09-17: nothing like that on a public board without a click to open; the page is retired reversibly to private-ref:09b9baad and its URL reads 404; the measurements stay in the estate
2026-09-17AT41measurehonest state of the renders now that they can be seen: the eye unit reads as an eye (lid shell, canthi, lash line, iris); the rest of the face is a lumpy mannequin (blended cheek and nose volumes, slab brows, no lip truth); the fit moves four eye axes onto the card and is not a likeness
2026-09-17AT41queuenext units, small pieces integrated: lip unit with construction truth, nose unit, midface volumes, brows as hair, skin shading; then nx_asset_page images and 3D canvases behind the same click-to-open primitive, a results section on the board page itself from the emitter base, and one report verb that fits, renders and appends its own result rows
2026-09-17AT41landthe whole path is estate-run: nx_compare_results, nx_compare_results_gate, nx_twinface, nx_twinfit, nx_twinfit_gate, nx_fissure_gate and nx_mediajudge_gate (live sha 21a969035504b2ac) are promoted and registered on the MCP surface; cap ~/.nishi/twinresults0917.cap; plans results-aesthetictwin (publish and verify, ran steps=2 ok on the NAS) and twinrender-aesthetictwin (twelve renders, publish, verify, one call); clock row resultsaesthetictwin daily; the media judge gate lost 60 printable runs because freezing its fixture to a stored PNG dropped the renderer import, so the renderer's symbol strings left the binary: one tooth name replaced by the frozen-fixture tooth, the rest symbol names, gate 45 of 45 GREEN
2026-09-18AT43landthe lip unit is live on the NAS: renderer op SDF_OP_LIPSWEEP with a zero-radius guard on both ellipsoid evaluators (sdfrender 4c63f1b9; a unit-scaled render is byte-identical to before the guard) and the face's two swept vermilions over a split perioral mound with a seam carve (faceanat 3b7862d4); the surface ruler fa_lip_ratio now reads each border as the vermilion edge on the ray-marched midline refined to one model unit, takes the stomion as the deepest INTERIOR recession at the centre of its deepest run, and publishes both sulci; fa_lip_stated states the landmarks; promoted nx_lipratio_gate b3a73b33 (15 teeth, staged run GREEN on the NAS), nx_twinfit_gate 0df56659 (two new seed-42 lip teeth), nx_eline_gate 569ccdc6, nx_fissure_gate 27c4f03c (output byte-identical to before: the eyes are untouched), nx_faceanat_hires_gate 29c032ff, nx_photomark 54494c24 (a refused eye pair now prints its candidates and the asymmetry beside its limit); shipped, no referee grade yet (the photo ruler does not measure vermilion heights on a render), awaiting acceptance
2026-09-18AT43measurecanon face: surface 49 over 78 = 628 permil and the statement says 628 (canon 625, band 625 to 1000), stomion -390 exactly on the carve that makes it; seed-42 morphed identity: surface 612 = stated 612; fullness morph at 130 percent: 623 = 623; halved lips: 641 both; lips at 857 percent (stated upper line at y +23, above the band) refused VERMILION_PAST_BAND with no height. Bites, each a planted mutant killed by the tooth built for it: the upper height typed at the bow's peaks (T10 reads 525 against 625); the borders at the fade's half level (T11, both heights 2 units in); a bow dip that ignores the lip's height (T8); a stomion search without the interior test (the twinfit seed-42 teeth, reason NO_LOWER_PEAK). The half-level mutant first SURVIVED a tolerance of 2 derived as one step per end, and that derivation was wrong: the borders land on the outline exactly, only the stomion carries error, so the tolerance is one step and the mutant now dies
2026-09-18AT43lessona ratio whose canon names labrale superius and inferius must measure the VERMILION LINE, never a profile turning point: the first recession below a real lower lip is the mentolabial sulcus several millimetres lower, so the first ruler measured a different landmark than the canon it was compared with, and on a chinless face it measured nothing at all (NO_SULCUS_IN_BAND on every build). And a height hand-computed beside its canon drifts by the term nobody wrote down: 49 was typed at the bow's PEAKS, the midline stood at 39 and the stated ratio at 500 permil, outside the canon's own band; the upper height is now DERIVED from the canon row and the bow's fraction
2026-09-18AT43measurethe photo ruler's eye pair on the twin render is MARGINAL and the lip unit exposed it, it did not cause it: on the pre-lip render the right eye read 59 px against 41 px on a mirror-symmetric face (asymmetry 305 of the 350 permil limit), the lip unit's first cut moved the Haar face box from 140..380 to 179..372 and tipped the pair to 359 and a refusal, and the derived upper height moved it back under the limit. In BOTH renders the right lateral canthus sits exactly on its eye band's left edge (x 177 = band x0, then 176 = band x0): the ruler measures the window there, not the eye. The new pair-refusal line printed the candidates, the widths and the asymmetry beside its limit, which is what showed it
2026-09-18AT43queuenext, in order: (1) the photo ruler: a canthus on its band's edge is the window, not a landmark -- take the extremes of the dark region CONNECTED to the eye and refuse by name when it still touches the edge, judged on the private-ref:09b9baad referee rows before and after; (2) the chin unit: the canon face has no mentolabial sulcus (the midline recedes monotonically from the lower lip at -704 to -450 at y -692; the chin front stands at -583) so knowledge/facecanon.conf mentolabial_sulcus_depth (40 mm10) is unexpressed, and the same chin puts the lower lip 4.7 mm in front of the E-line; (3) vermilion colour contrast from a cited lip-versus-skin measurement (the legacy +44/-30/-10 barely lowers luma, so the lips read pale close up); (4) DELIBERATELY NOT REBUILT here, so their served binaries keep the old mouth until their own lane rebuilds them: nx_gen, nx_gen_unified, nx_gen_content, nx_persongen_gate, nx_persongen_render_gate, nx_faceanat_mesh_gate, nx_faceanat_stereo_gate, nx_faceanat_texbake_gate, nx_gsplat_face_gate, nx_gsplat_aniso_gate, nx_gsplat_photofit_gate (mesh 4/4, stereo 4/4 and aniso 3/3 GREEN against the lip unit on the laptop; texbake, gsplat_face and photofit need the reference photo the laptop lacks)
2026-09-18AT23landtwincard gate census fixture moved into /tmp/twincard_gate: a planted organ declaring its symbol (present), a planted organ without it (absent), a path removed at setup (unjudged), plus a follow-the-file control that strips the symbol and re-counts; RED 76/77 -> GREEN 80/80 on the laptop and the NAS; bite (census folding absent into unjudged) RED 77/80 on exactly the 3 census teeth, lib restore verified by hash; src 65b4a579 both trees, promoted 0fa6ac38 98,720 B with the 5 lost runs named (the 2 old runtime/ fixture rows and the 3 renamed census teeth); _offc installed; roster trial GREEN; admitted to the production roster with the photomark and refintake gates (admit 3 of 3, partition reconciles)
2026-09-18AT23lessona fixture that names real-looking organ paths it assumes will never exist measures the tree, not the code: the census tooth went RED the day runtime/nx_photomark.nx was built; plant every bucket inside the gate's own scratch dir and remove the absent path at setup
2026-09-18AT22queuerefintake gate admitted to the production roster (trial GREEN 72/72); new seeded plan refcheck (refintake gate, discover and verify on private-ref:b7a71b7a, twincard gate, card check; hand run steps=5 ok, discover idempotent against the banked .sources bf3931bf) on a new daily clock row refcheck; tested closes on the next roster pass, operated on the first refcheck clock run; discover names one gap: en.wikipedia.org has no host row
2026-09-18AT4queuephotomark gate admitted to the production roster (trial GREEN 51/51); operated by mediaflowcheck, the daily clock row whose plan runs nx_mediaflow on private-ref:b7a71b7a against the outside oracle and composes pm_canthal_tilt; tested closes on the next roster pass
2026-09-18AT33queuephotomark gate admitted to the production roster; the PNG door is operated daily by twincheck, whose twinfit gate step runs pm_landmarks_file_auto on the seed-42 PNG render
2026-09-18AT34measuretwinfit gate GREEN 90/90 but 178,414 ms in a roster trial at nice 10 against the 180,000 ms per-gate deadline: not admitted, it would time out whenever the box is busy; AT34 and AT35 stay tested=FAILS until the gate fits the roster (6 truth scans, 2 fits, 2 seed measures, 1 render)
2026-09-18AT39landthe eye unit's landmark-truth teeth moved out of nx_twinfit_gate into their own gate nx_twintruth_gate: the block moved byte-identically (block hash 10b5bab3 in both files, proved before the cut), 42/42 GREEN laptop in 13.4 s, src 291c5555 pushed (expect=absent), NAS built and promoted 30b77fbf 105,272 B, registered, _offc installed; organ_gate.conf rung row aesthetictwin:AT39 -> nx_twintruth_gate; twincheck plan step 4 runs it daily
2026-09-18AT34landnx_twinfit_gate fitted to the roster: every phase prints its wall time as a value (the eye unit's fixed-step truth scans were 13.3 of 22.8 s on the laptop and the whole gate 178 s on the NAS against the 180 s per-gate deadline); the eye unit moved to nx_twintruth_gate and the determinism render merged into the PNG door (the door's render decodes to the in-process render byte for byte; bite with a one-byte offset RED 49/50 on exactly that tooth); 50/50 GREEN laptop in 6.4 s; src c20cc16c, NAS behaveprobe staged rc 0 (live killed by the probe's own watchdog: the old runtime), promoted 244e20b6 400,120 B with the 57 lost runs named (the moved eye-unit teeth, the 14 library symbols only they linked, the rewritten verdict note)
2026-09-18AT34lessona gate is admitted by its heaviest phase: print per-phase wall time with the values and split by subject before asking for a longer deadline; a fixed-step march that is deliberate (a discontinuous field cannot be distance-stepped exactly) is a cost to place, not a shortcut to take
2026-09-18AT34measureroster trials of the split gates on the NAS in a nice-0 CPU storm (load 11-14): nx_twintruth_gate GREEN 42/42 in 97376 ms; nx_twinfit_gate TIMEOUT at the main roster's 180000 ms, then GREEN 50/50 in 175248 ms with room; both admitted to the heavy roster (knowledge/gateroster_heavy.conf, 450000 ms each, derived from the scheduler's kill bound) which runs daily into the production journal
2026-09-18AT36queuemedia-judge gate admitted to the production roster (trial GREEN 45/45 in 5.3 s, main roster); tested closes on the next roster pass; wired already holds through its treat row (mediaflowcheck)
2026-08-28AT1landjournaled 2026-09-18 from the record by the close-first data lane: the evidence-graded canon SHIPPED 2026-08-28 01:35 UTC -- knowledge/aesthetic_canon.conf (26 graded rows: 7 REPLICATED, 17 CONTESTED, 2 REFUTED, 5 of them targets) read by nx_body_proc's evidence verb, which refuses by name an unresolvable refkey and a REFUTED row offered as a target; nx_body_proc promoted 4ba9393b (66,803 B, installed at this epoch and still the live binary) and nx_aesthetic_canon_gate promoted 1595b7e3 (35,478 B), re-run 2026-09-18 on the promoted binaries GREEN 9/9 (the live canon grades exit 0 with its partition, an unknown refkey and a refuted target are refused by name, a fixture canon can pass); tested waits for nx_aesthetic_canon_gate to be admitted to the production roster (it is on no roster today)
2026-08-28AT7landjournaled 2026-09-18 from the record: the rib-cage floor SHIPPED 2026-08-28 01:35 UTC in the same nx_body_proc promote (4ba9393b, still live) -- bp_thoracic_floor derives the waist minimum from the pubic ring the torso already emits, the emit path refuses below it by name with exit 6, and the crotch emit consumes the same function so the guard cannot drift from the geometry; nx_aesthetic_canon_gate (1595b7e3) re-run 2026-09-18 GREEN 9/9 (the real conf emits, a sub-floor waist is refused with exit 6, the floor moves with the conf and is not typed), and its mutation bite aimed at bp_thoracic_floor killed=1 not_reached=0 the same session it shipped; declared imprecision kept: the pubic ring stands in for the lumbar column until a lumbar row exists; tested waits for the gate's roster admission
2026-08-28AT2landjournaled 2026-09-18 from the record: outline curviness SHIPPED 2026-08-28 12:24 UTC -- am_outline_curvature in the nx_anatomy_measure library resamples the mask width profile onto 16 height-normalised segments and integrates the absolute second difference; proven by nx_curviness_gate promoted c8baa34f (33,280 B, installed at this epoch, still live): two silhouettes of identical measured WHR 500 permil read 440951 gentle against 1490950 sharp, invariant under uniform scale to 0.46 percent, a straight-sided body reads 0, a band too short reports UNMEASURED; bite killed=1 not_reached=0; on the production roster (12 rows, newest GREEN 1789676875) and re-run 2026-09-18 GREEN 9/9. Live fails by construction today: the library has no registered door, so a CLI verb or a treat row naming a door that measures a silhouette is what earns it. The rung's own duplication correction against nx_curvebench.cb_measure still stands
2026-08-28AT8landjournaled 2026-09-18 from the record: the fidelity-tier referee SHIPPED 2026-08-28 11:38 UTC -- cjp_tier_of and the tier-aware vote inside nx_charjudge_census cjc_panel (a lens votes only with a floor about the image's tier, admission is earned per tier, the receipt binds the tier set), nx_charjudge_census promoted 0f2ebae2 (341,211 B, installed at this epoch, still live); nx_cjc_panel_gate promoted 25550a9f (61,757 B) re-run 2026-09-18 GREEN 19/19 (T13 additive, T14 cross-tier refusal, T15 ratchet, T16 receipt binds the tier set, T17 unknown tier refused by name), bite killed=1 not_reached=0 with both twins restored byte-identical when it shipped
2026-09-18AT8queueWRONG PROOF ON THE TESTED LINK, measured 2026-09-18: with no rung-keyed row in knowledge/organ_gate.conf the close ruler resolves AT8's gate by the one-segment strip nx_charjudge_census to nx_charjudge_gate, the v2 character-judge battery (0 references to cjp_tier in its source), so that gate's roster GREEN reads as this rung's proof and the stage word overstates; the rung's proof is nx_cjc_panel_gate (19/19 today), which is on no roster. Recipe: add the row aesthetictwin:AT8 nx_cjc_panel_gate to knowledge/organ_gate.conf, then admit nx_cjc_panel_gate to the production roster through nx_gate_roster_run trial and admit; until both land, read any TESTED on AT8 as unproven
2026-08-28AT15landjournaled 2026-09-18 from the record: the Ricketts E-line offset SHIPPED 2026-08-28 -- fa_eline_offset in nx_faceanat measures both vermilions against the line from the MEASURED pronasale to the MEASURED pogonion off the blended surface; nx_eline_gate shipped through nx_organ_ship (sha bb4e526e) and read 7/7 GREEN from the MCP surface at 2026-08-28 17:50 UTC (session 58a27c84); re-promoted with the lip unit as 569ccdc6 (65,848 B) and re-run 2026-09-18 GREEN 7/7: upper 20 and lower 47 mm10 (16 and 37 units through the derived 7.8 u/mm), pulling the lip back (-29) and advancing the chin alone (-3) both lower it, a face out of the band refuses by name, the mirror reads the same. Not yet bite-proven (the 2026-08-28 bite was refused by build admission). Tested waits for the gate's first production roster row (declared aesthetictwin:AT15 today); live fails by construction: nx_faceanat is a library and no door prints the offset
2026-09-17AT16landjournaled 2026-09-18 from the record: the palpebral fissure LANDED with the AT39 eye unit -- the lid shell (renderer op SDF_OP_LIDSHELL) gives each eye an almond opening whose two corners are the canthi, and fa_palpebral_fissure finds them on the rendered surface; before it nx_fissure_gate read 1 of 8 (two ellipsoid lids have no margin) and had never been promoted, at this epoch it read 8 of 8 and was promoted d9cf19bd (the AT39 land row), then re-promoted 27c4f03c (67,056 B, output byte-identical) with the lip unit and re-run 2026-09-18 GREEN 8/8: the medial and lateral canthi are distinct points at different heights (y 170 and 190, width 217), levelling the opening moves both to 178, a face with no lids refuses by name, both eyes read the same magnitudes. The twincheck plan runs this gate as its first step daily
2026-09-02AT17landjournaled 2026-09-18 from the record: the derived millimetre SHIPPED 2026-09-02 15:47 UTC -- knowledge/faceanat_scale.conf carries four ANSUR II female witnesses (n=1986 each; interpupillary 8.3, head breadth 7.0, bizygomatic 7.3, menton-sellion 8.7 units per mm) and the derived row D 78 70 87; fa_mmu_x10 in nx_faceanat returns 78 (7.8 u/mm against the legacy typed 35, which is quarantined to the relief path) and the E-line converts through it; nx_faceanat_scale_gate promoted bbbd1eb1 (30,142 B, installed at this epoch). The done-rule is NOT met: see the measure row of 2026-09-18
2026-09-18AT17measurenx_faceanat_scale_gate re-run 2026-09-18 on the promoted bbbd1eb1: RED 10/11. Every derivation tooth passes (the conf value equals the recomputed median 78, the band 70..87 is recomputed, fa_mmu_x10 equals the derivation, the derived value lies inside the band, the legacy 35 lies outside it); the one failure is witnesses-agree-within-the-declared-spread: the four witnesses spread 218 permil of the median, which measures the face's PROPORTION error against ANSUR rather than its scale. The source already moved that bar into the conf (row S 250, tooth witnesses-agree-within-the-conf-spread-bar, source edited 1788364578) and was built (buildroot/_build 30,767 B at 1788372211) but NEVER PROMOTED, so the served gate still carries the older tooth. The gate joined the production roster today, so every pass will read RED and flag rework on this rung until that build is adjudicated
2026-09-18AT17queuefor the owning lane: adjudicate the built nx_faceanat_scale_gate (nx_contentdiff live bbbd1eb1 against the 30,767 B build, read every LOST line), then promote it through the mgmt lane and re-run; whether a 250 permil bar is a ratchet or a loosening is that lane's call, and the conf states its reasoning (the spread is proportion error, to be ratcheted down as proportions are re-fit). The proportion error itself (8.3 against 7.0 u/mm across witnesses) is face-emitter work, not a ruler to widen
2026-09-17AT31landjournaled 2026-09-18 from the record, the re-land after the 1789656200 retract: the normaliser was root-fixed in nx_photomark_lib (PM_OF_EXO=26, the outer-canthal span), pm_referee_sum hands the partition and last NME back to callers, and nx_photomark_gate holds the referee to a PLANTED oracle row over its own PNG fixture (NME 0 on the planted row, 272 permil PLACED-OFF on a 30 px shift, a lip-column decoy three times the span so the old constant cannot pass), 51/51; the corrected referee ran on the NAS through nx_photomark 491c3b0a at this epoch: 23 oracle rows, 16 judged, FOUND 2, PLACED-OFF 4, UNMEASURED 10, partition 16 of 16, mean NME of FOUND 54 permil (the measure row of the same epoch). Served today: nx_photomark 54494c24 (252,136 B) and nx_photomark_gate e98ccef1 (284,360 B), re-run 2026-09-18 GREEN 51/51 with the referee teeth (planted NME 0, shifted 272 placed-off against the span not the decoy)
2026-09-18AT31queuePROPOSED DONE-RULE WORDING, written after the 1789656200 retract and NOT applied to the rung row: the published done-rule (the referee prints per-still NME and a partition that sums) was met by a referee normalised by the wrong column, so it cannot tell a right referee from a wrong one. Proposed: the referee prints per-still NME and a partition (FOUND, PLACED-OFF, UNMEASURED, UNJUDGED) that sums to the row count, returns both to callers rather than printing them only, and its gate holds it to a planted oracle row over its own fixture: NME 0 on the planted row, a known PLACED-OFF on a planted shift, and a decoy in the neighbouring column that a wrong normaliser cannot pass. The shipped gate already carries those teeth; the rung's owner applies the wording
2026-09-18AT20queuePROPOSED DONE-RULE WORDING, written after the 1789583400 retract and NOT applied to the rung row: that retract withdrew a lesson's claim (the refpop media NOT ingestible), not a landed capability, so the RETRACT issue stays on this rung until it first lands; the done-rule's consent class predates the correction that the fence sits on the production publish path. Proposed: done when the ingestion lane writes a tag row per flagged asset with the tagger's identity and the source media's licence state (REVIEW beta-usable and production-refused, SHIP_OK licensed), the fit runs over REVIEW media for beta and refuses populations under a declared minimum n, the published band carries its n, its population name and the licence states it was fitted from, and the production publish path refuses by name any band fitted from REVIEW media. The rung's owner applies the wording
2026-09-18AT18measureDARK, measured 2026-09-18: the contract fa_composite_prototype is absent from all 25,245 .nx sources under buildroot/runtime (nx_shelltool grep, coverage_complete=1, corpus_complete=1), so nobody has built the prototype organ; the matrix now carries its watch row (organ runtime/nx_faceanat.nx by the fa_ convention), so the close ruler reads built=FAILS instead of UNOBSERVABLE. The land row of 1788368800 on this rung records the refs and knowledge/facecanon.conf, not the prototype
2026-09-18AT19measureDARK, measured 2026-09-18: fa_canon_table is absent from all 25,245 .nx sources under buildroot/runtime (coverage_complete=1, corpus_complete=1); knowledge/facecanon.conf is read at run time only by nx_twincard_lib as the card's axis vocabulary, and nx_faceanat types values derived from canon rows as constants rather than reading the table; the matrix now carries its watch row, so the close ruler reads built=FAILS instead of UNOBSERVABLE
2026-09-18AT20measureDARK, measured 2026-09-18: at_operator_ranges is absent from all 25,245 .nx sources under buildroot/runtime (coverage_complete=1, corpus_complete=1); nothing is built, as the operator ordered (last mile); the matrix now carries its watch row, pointed at the intake library because the rung names no organ, so the close ruler reads built=FAILS instead of UNOBSERVABLE
2026-09-18AT32measureDARK, measured 2026-09-18: pm_learned_landmarks is absent from all 25,245 .nx sources under buildroot/runtime (coverage_complete=1, corpus_complete=1); the photo ruler still places canthi through the beta-only cascade route; the matrix now carries its watch row on runtime/nx_photomark_lib.nx, so the close ruler reads built=FAILS instead of UNOBSERVABLE
2026-09-18AT24measurethe contract ri_kvs_real_url is present at buildroot/runtime/nx_refintake_lib.nx line 650 (nx_shelltool grep, corpus_complete=1) and no matrix row named it, so built read UNOBSERVABLE; the row video-intake-kvs-player-page-to-mirrored-clip was added 2026-09-18
2026-09-18AT30measurethe contract ff_find is present at buildroot/runtime/nx_facefind_lib.nx line 77 (nx_shelltool grep, corpus_complete=1) and no matrix row named it, so built read UNOBSERVABLE; the row face-and-eye-boxes-from-a-still-sovereign-viola-jones was added 2026-09-18. The rung's own bar is still open: both eye boxes on the irises 7 of 15 against 12 of 15, and nx_facefind_gate is on no roster
2026-09-18AT41measurethe contract cres_render is present at buildroot/runtime/nx_compare_results_lib.nx line 230 (nx_shelltool grep, corpus_complete=1); the rung row names that organ in its kind field, which the close ruler does not read, and no matrix row named the contract, so built read UNOBSERVABLE; the row results-home-one-page-per-board-click-to-open was added 2026-09-18. nx_compare_results_gate is on no roster, so tested waits for its admission
2026-09-18AT17landnx_faceanat_scale_gate rebuilt from its current source (fe0d32a2, the 2026-09-02 version whose spread tooth reads the witness-spread bar from the conf's S row, reasoning beside it) and promoted 82ad5638 39,920 B; the one lost run is that tooth's old name (witnesses-agree-within-the-declared-spread, now witnesses-agree-within-the-conf-spread-bar); behaveprobe live rc 1 (RED 10/11) -> staged rc 0 (GREEN); _offc installed; on the main roster, so tested closes on the next pass
2026-09-18AT8queueorgan_gate.conf rung row aesthetictwin:AT8 -> nx_cjc_panel_gate (the organ-name strip had resolved AT8 to nx_charjudge_gate, which never references cjp_tier, and read ALPHA on a gate that does not test the contract); nx_cjc_panel_gate trial GREEN 19/19 in 27971 ms, admitted to the main roster
2026-09-18AT1queuenx_aesthetic_canon_gate (AT1, AT7) trial GREEN 9/9 in 90 ms, admitted to the main roster
2026-09-18AT30queuenx_facefind_gate trial GREEN 44/44 in 27570 ms, admitted to the main roster
2026-09-18AT41queuenx_compare_results_gate trial GREEN 34/34 in 6 ms, admitted to the main roster
2026-09-18AT26queuenx_softtissue_gate (AT26, AT28) was on no roster conf (hence STALE: newest roster row 1787423657); trial GREEN 19/19 in 47334 ms, admitted to the main roster
2026-09-18AT44landRELAUNCH AFTER THE SPEND-LIMIT CUT: the ship had ALREADY LANDED, not stopped: live nx_photomark 927dd890 285,280 B (mtime 1789764414) and nx_photomark_gate 5d4152ec 327,912 B (1789764428), each byte-identical to its _offc twin (installed 1789764503 and 1789764524), with the pre-AT44 pair banked in .prev (nx_photomark 54494c24 252,136 B, nx_photomark_gate e98ccef1 284,360 B, the exact pair the last AT43 row names as served); the live binary carries pinned_bits= (3 runs) and none of mouth_pixels=, pm_eye_extremes, pm_box_mean_luma, pm_box_mean_cr while .prev carries mouth_pixels=, so the four named lost runs are the previous seat's own deletions and the promote consumed the stage (BUILT==PROMOTED with no stage is what a landed promote looks like, not an unshipped one); sources on the NAS (buildroot/runtime, pushed 1789764182..184) hash 1a8d7a89 11,887 B, 0e90efe7 103,255 B, 18e52795 35,532 B and the laptop twins hash identically (nx_closurehash rows, closures f79aa67d and 22e517b3, 0 unresolved); nx_photomark_gate bare on the live binary GREEN 79/79 (the AT44 teeth: five mouth landmarks on the planted lines, chin-fold and red-shadow decoys unmoved, seamless and short-seam refusals by name, the lash wing tip taken as the canthus with the decoy dot excluded, a fissure run onto its window side refused PINNED naming the image-left lateral); roster trial at nice 10: GREEN exit=0 ms=1079 rows=1 ran=1 deferred=0 red_absent_timeout=0 against the 180,000 ms deadline; deliberately NOT re-promoted: a second promote of the same target overwrites .prev with the live bytes and destroys the AT43 rollback target
2026-09-18AT44measureREFEREE ON THE LIVE AT44 RULER (nx_photomark 927dd890, cascades loaded, private-ref:b7a71b7a, 23 rows): judged 16, FOUND 2 (private-ref:de5029b2 mean 75 max 91, private-ref:de5029b5 mean 43 max 62), PLACED-OFF 2 (private-ref:4456974e mean 94 max 177, private-ref:df502b41 mean 61 max 103), UNMEASURED 12, partition 16 of 16, mean NME of FOUND 59 permil against the found bar 100, tilt within 20 deg10 on 0 of the found, per-canthus mean NME over the 4 measured stills R_lat 72 R_med 59 L_med 42 L_lat 101; THE MOUTH PARTITION THE RULER DID NOT HAVE: as the ruler places it, lip FOUND 1 (private-ref:de5029b5 mean 13 max 35, ratio 553 against 537), PLACED-OFF 1 (private-ref:de5029b2 mean 138 max 281, its image-right cheilion 281), UNMEASURED 14 (12 behind refused eyes, private-ref:4456974e SEAM-SHORTER-THAN-A-LIP, private-ref:df502b41 NO-LIP), ratio abs error mean 54 permil over the 2 measured; anchored on the oracle canthi, FOUND 4 (private-ref:4456974c mean 24, private-ref:4456974f 35, private-ref:de5029b2 21, private-ref:de5029b5 13), PLACED-OFF 5 (private-ref:44569749 135, private-ref:4456974a 102, private-ref:44569752 79, private-ref:de5029af 123, bp1 135), UNMEASURED 7 (private-ref:de5029ae private-ref:de5029b6 private-ref:df502b42 seam shorter than a lip, private-ref:de5029b0 private-ref:de5029b4 SEAM-PINNED-TO-WINDOW, private-ref:4456974e, private-ref:df502b41), mean NME 74, ratio abs error mean 112 (private-ref:4456974c reads 1125 against 482 with all five points inside the bar: the landmarks and the ratio are two different claims and the summary keeps both). BEFORE, the served pre-AT44 ruler (54494c24, carrying the board's 491c3b0a referee numbers, the AT43 ship changed only the refusal print): FOUND 2 (private-ref:de5029b2 68, private-ref:de5029b5 41), PLACED-OFF 4 (private-ref:4456974c 136 max 328, private-ref:4456974e 183 max 400, private-ref:44569752 134 max 238, private-ref:df502b41 93 max 136), UNMEASURED 10, mean NME of FOUND 54. READ PLAINLY, NO OPTIMISM: FOUND is unchanged at 2 on the same two stills and their mean moved 54 to 59 (a few permil worse each), the two stills still PLACED-OFF halved their errors (private-ref:4456974e 183 to 94, private-ref:df502b41 93 to 61), private-ref:4456974c and private-ref:44569752 left PLACED-OFF for refusals by name (pair check 5 and 3), three stills now refuse as PINNED (private-ref:4456974f private-ref:de5029af private-ref:de5029b4, a fissure run onto its window side, pair_fail 7), the lateral canthi still carry the largest error (L_lat 101), so the canthus-on-the-edge class is NAMED on photographs and not yet solved on them; nx_behaveprobe prev on this workload: DIFFERS, STRONG, live 5,478 B (byte-equal to the job run, a free determinism control) against .prev 3,190 B, first diff at byte 94
2026-09-18AT44lesson(1) BUILT equal to PROMOTED with no stage is the signature of a promote that LANDED, not of one that never ran: the relaunch brief read it as nothing promoted, and the discriminators were free and mechanical (the live elf mtime 4 minutes after the source push, a key that exists only in the new source counted in the live bytes and the old key counted in .prev, the tooth count 79 against the pre-AT44 gate's 51); a relaunched lane establishes landed-vs-owed from the artifacts before touching anything, because here the one touch on offer, a second promote, would have overwritten .prev and destroyed the AT43 rollback target. (2) nx_stale_check is detect-only for the serving root but OVERWRITES buildroot/_build/<t>.sov.elf with a sov-lane rebuild, and that lane emits a 12.7 percent smaller binary from byte-identical source (248,626 against 285,280, 287,012 against 327,912) whose named lost runs are runtime/<name>.nx build metadata, so its CAPABILITY-LOSS on an unchanged source is the lane class and its fossil turns the drift census into a promote-me pointing at a revert; both fossils were put back from the live bytes with nx_filecopy (verified=1, mode 493) and are hash-identical to live afterwards. (3) nx_behaveprobe compares live against <t>.sov.elf.new and refuses NO COMPARAND when nothing is staged (it does not build), so a source-vs-live behaviour proof needs a stage, and a stage byte-identical to live has no clean disposal for a lane without a delete verb (a promote banks .prev): the source-equals-live claim here rests on the mtime chain, the fossil that equalled the promoted bytes before the stale check displaced it, and the outputs, and says so rather than staging a gun to prove it.
2026-09-18AT44queuefor the coordinator: (a) the board carries NO rung row for AT44 (0 hits before this relaunch; the gate header says every AT44 tooth was bitten by a mutant, but nothing was journaled): declare rung AT44 with its contract symbol on runtime/nx_photomark_lib.nx (pm_eye_fissure for the canthus grown from its pupil, pm_mouth for the five landmarks from the seam, pm_mouth_anchored and pm_lip_score for the referee's mouth partitions), its matrix watch row, its rungrole and its deps (AT43 AT31 AT39), or the shipped capability stays dark on the board it was built for; (b) nx_photomark_gate fits the roster at 1,079 ms against 180,000 at nice 10 (trial row 1789765483) and is admitted today: no deadline change needed; (c) next for the ruler, judged on this referee: the lateral canthi still carry the largest error (L_lat mean 101) and the two FOUND stills did not improve (54 to 59), so the fissure grown from the pupil needs a signed per-canthus bias row on photographs like the render side has (deci-pixels per canthus, not only NME), and the three PINNED photographs (private-ref:4456974f private-ref:de5029af private-ref:de5029b4) are the worklist for a window too narrow rather than a canthus that is off; (d) private-ref:4456974c's anchored mouth is FOUND on five points with its ratio 1125 against 482: the vermilion borders sit inside the bar while the inner edges do not, so the ratio needs its own per-still tooth before it is believed, and the lip ratio abs error (54 own, 112 anchored) is the number to move; (e) the referee prints no wall time and 23 rows took about 150 s per pass on the loaded box: print it as a value so the roster can price a referee beat; (f) laptop twins are byte-identical to the NAS (closures f79aa67d and 22e517b3, 0 unresolved), nothing to pull; (g) nothing was re-promoted, re-staged or re-registered by this relaunch, and _offc equals the serving root for both binaries.
2026-09-18AT1lessonWHAT THE CURRENT MONTH SAYS versus WHAT THE OPERATOR WAS SHOWN (Google AI Mode, 2026-09-18: a six-layer inside-out procedural twin, Infinigen-style, skull to soft tissue to muscle and fat to skin to hair to eyes, with no measurement loop). SUPPORTED by the literature: (1) building the face from the skull outward through a tissue-depth field is the forensic method and it is measured, not sculpted: the 967-subject ultrasound database at 52 landmarks with per-landmark regressions on age and BMI [degreef2006], the pooled T-Table with 6786 individuals at pogonion and the finding that measurement technique, not population, drives most of the spread [stephan2008], the nose predicted from the piriform aperture by regression with the Gerasimov two-tangent method best for the tip [rynn2010], and the anatomy-guided pipeline the operator was shown, Skull-to-Face, which learns the joint tissue-thickness distribution on skull landmarks from scanned pairs and lets a user edit thickness locally [arxiv_opshown_202609]; BFSM makes the skull-face relation a bidirectional morphable model with tissue-thickness variation [arxiv_skullface_202609] [arxiv_craniofacial_202609]. (2) fat is not a smooth layer: the subcutaneous fat is discrete compartments (nasolabial, three malar, three forehead, three orbital, jowl) and ageing is how they change [rohrich2007]; the AI Mode answer omitted compartments entirely. (3) skin is a chromophore-driven multilayer medium and the June 2026 bar predicts full-spectral scattering from one RGB albedo [arxiv_skin_202609], so a shrink-wrapped surface with a smoothing pass and an albedo texture is not the bar. (4) the anthropometric canon exists as a measured table [farkas_anthropometry]. NOT SUPPORTED: (a) no published system grows skull, compartments, muscle, skin, hair and eyes as one controllable procedural parameter set; the September head-avatar frontier is capture-and-fit, Gaussians bound to a template mesh from video [arxiv_headavatar_202609], and the closest anatomical generative head is GNM Head, built from scans not rules [arxiv_faceanat_202609] [gnmhead2026]; (b) the answer carried no likeness metric and no feedback loop, while every method above reports a number (reconstruction accuracy, retrieval recall, FID, NME) and this board's rulers exist for exactly that; (c) Infinigen and Blender are third parties in the build path, forbidden here: Infinigen 2.0.0a2 shipped 2026-08-27 [infinigen_rel_202609] [infinigen23] and Infinigen-Articulated is robotics asset generation, not faces [arxiv_opshown_202609], so both are bars and oracles only, like HumGen3D, the artist-tool bar for every-layer control [humgen3d_home] [humgen3d_repo], and MetaHuman, the likeness bar [wiki_ue5_202609]; (d) two of the five citations shown were not about face synthesis at all: cranial implant completion [srep2022_cranial_implant] and a skull-base surgery navigation twin [pmc11110948_twin_s]. The two skull videos shared are pedagogy for the skull-to-landmark layer, pinned as courses with their transcripts unread [yt_artofstruggle_skull] [yt_ninjanerd_skull]; the three sculpting tutorials (ZBrush skull, Blender skull, Blender female face) demonstrate hand sculpting in third-party tools and are not pinned. VERDICT: the operator's inside-out thesis is the forensic literature's own method; what the estate must add is the measured depth field, the fat compartments, the chromophore skin and the likeness loop. HYPOTHESIS for AT46 to test, not a finding: the ventriloquist-dummy read is consistent with a surface shrink-wrapped over blob units with no measured depth field
2026-09-18AT1landLADDER DECLARED 2026-09-18: two sotatarget rows (T-BIC-LIKENESS on SB-MH-2606, T-FR-ANATHEAD on SB-FACEANAT-2609), six sotabar rows (SB-MH-2606, SB-HEADAVATAR-2609, SB-SKULLFACE-2608, SB-FACEANAT-2609, SB-SKIN-2606, SB-CTRL-LAYERS-2609), six barscan rows dated today, rungrole rows for every rung present at write time (AT1 to AT41 less the absent AT42, plus AT43; later rungs get their role when they appear), 20 new ref rows, and five ref rows relocated from this plan into aesthetictwin.refs where the refs gate reads declarations ([haar_face_default] [haar_face_alt2] [haar_eye] [haar_licence] [arxiv_facealign_202609], every pin re-hashed identical); listings fetched through nx_research_fetch, PubMed records through eutils efetch, mirrors pinned by nx_filehash; caption transcripts NOT obtained (the timedtext endpoint answers an empty 200 body without a proof-of-origin token)
2026-09-18AT1measureOPERATOR-SHARED MEDIA AND TOOLS CLASSIFIED 2026-09-18: (1) 50QKymK1cgE The Secret to Realistic Faces: Skull Anatomy Explained, The Art Of Struggle, published 2026-09-09, 46 views, description: master facial landmarks to build more accurate character sculpts, learn the essential skull anatomy for better proportions; SUBSTANTIVE to the skull-to-landmark layer, pinned [yt_artofstruggle_skull]. (2) qKz3LmaxKuE Skull Anatomy With Labels: Updated Version, Ninja Nerd (Professor Zach Murphy), published 2021-02-03, 1480958 views, an anatomy lecture on a labelled skull model; SUBSTANTIVE as the skull layer's vocabulary, pinned [yt_ninjanerd_skull]. (3) MeHSoIaA060 Sculpting the Human Skull in ZBrush, RBGore!, published 2021-06-22, 25581 views, 3356 s, chapters Introduction, Reference, Importing Reference into ZBrush, Sculpting; a hand-sculpting craft tutorial in a third-party tool, NOT pinned. (4) 3nlIvYys0Cw Sculpting Skull in Blender - Tutorial, Ishaq Sculpt, published 2024-06-23, 24051 views; hand sculpting in Blender, NOT pinned. (5) _ESEU5iUNxM Blender sculpting tutorial - Sculpting a female face in Blender 4.5, Ishaq Sculpt, published 2025-08-29, 22354 views; hand sculpting in Blender, NOT pinned. All five watch pages carry an auto-generated English caption track whose timedtext endpoint answered an empty 200 body without a proof-of-origin token, so titles, channels, descriptions, keywords and chapters are the only bytes read and no transcript claim is made. (6) HumGen3D: a Blender add-on, GPL-3.0 code with purchased royalty-free assets [humgen3d_repo]; the layers it parametrises, read from the vendor pages: body and face presets with realtime sliders, a particle hairstyle library, an outfit and shoe library, a pose library and full rig, an expression library plus a 30-plus-control face rig and ARKit capture [humgen3d_home]; skin as shipped texture sets to 8K with Tone, Redness and Saturation sliders, normal strength and roughness, a subsurface-scattering switch, freckles and splotches, iris and sclera colour, beard shadow and makeup [humgen3d_skin_guide]; age as one slider from about 20 to about 80 driving individual adjustments plus hair greying [humgen3d_age_guide]. It is asset, texture and slider based, neither scan-provenanced nor procedural from rules, and its skin controls are colour sliders rather than chromophore fractions; landed as SB-CTRL-LAYERS-2609, a bar and an oracle, never a dependency
2026-09-18AT45measureFIRST RUN ON THE REAL SET (laptop, nx_likeness_gate, 2026-09-18). References: private-ref:b7a71b7a, 11, 12 and 14, the clothed frontal stills among the 15 the outside oracle landmarked (0, 10, 16, 17, 18, 20 and 21 are nude and excluded from every fixture; 1 carries a 29 px eye span; 5 and 6 are hair-occluded; 9 is three-quarter), all four aligned from the oracle rows at tenth-pixel precision. Canvas 84 px, twice the smallest reference eye span (private-ref:4456974c, 432 deci-px); grid 9 cells of 9 px from the 219 permil geometry band; 6 same-person pairs. Bands (worst pair, mean): geometry 219 permil (145), tilt 353 deg10 (201), struct_l1 2891 (2607), struct_cos 137 q10 (113), skin L 8434 e3 (4761), skin a 4110 (2100), skin b 17658 (9703), shading 846 q10 (587), texture layout 644 permil (545), texture energy 52 per px (26). A reference against itself reads 0 on all ten axes. The anchor resampled into a 300 x 260 frame rolled 27 degrees at a 67 px span reads INSIDE on all ten (geometry 1 permil, tilt 0, struct_l1 142, shading 0, skin a 10) and its mouth landmarks shifted by a tenth of the span read 56 permil against 55 expected. canon_close (skin route): OUTSIDE on skin a 4745, inside on every structure axis (struct_l1 2712, shading 441, texture 559, energy 11). seed_1 (cascade route [haar_face_default]): OUTSIDE on skin a 6505, inside on structure (2128, 531, 564, 9). private-ref:b7a71b7a (skin route; the cascade's face box was the nose tip with no eye pair, and the route chooser never reaches the skin route on that refusal): OUTSIDE on skin a 5075, inside on structure (2469, 446, 590, 12), geometry 13 permil to private-ref:4456974c because the fit loop matched the card's own axes. private-ref:b7a71b7a (aligned from the skin route's refused-pair candidates, geometry and tilt UNMEASURED): OUTSIDE on texture layout 654 against 644, skin a 3920 inside. Gate GREEN 29 of 29 in 2.2 s on the laptop; bite: the a* axis zeroed reads RED 26 of 29 on exactly the two neg-control verdict teeth and the rejected close-up, restore verified by hash b9b07a28. Structure family separates 1 of 4 renders.
2026-09-18AT45lessonA SAME-PERSON BAND TAKEN AS THE WORST PAIR IS AS WIDE AS THE REFERENCE SET IS VARIED, AND ON EVERY CLASSICAL STRUCTURE RULER FOUR PHOTOGRAPHS OF ONE WOMAN (studio flash, a rolled selfie under foliage, a 45 px face) SPREAD MORE THAN A WAXEN RENDER DIFFERS FROM ANY OF THEM: the ruler that refuses these renders today is skin chroma, not shape. The first accept rule (renders OUTSIDE on the structure axes) failed on its first run and is recorded in the gate's own header rather than tuned away; the separation count is published as a value because a tooth on it would be RED by construction and a RED gate cannot be bite-proven. A second lesson from the route: a chooser that falls back only on NOFACE leaves a render whose spurious face box holds no eye pair UNMEASURED, so the referee carries its own alignment ladder and names every rung of it, a degraded alignment included.
2026-09-18AT45queueSTRUCTURE CONTENDER OWED, the open accept bar of this rung (4 of 4 renders separated on a structure axis): a sovereign identity descriptor on the nofloat training lane, judged first on the operator's own rejects and on a different real person's clothed photograph, because the reference set holds one identity and the referee's specificity on photographs is UNMEASURED today; the bar is the current month's listing [arxiv_faceanat_202609]. Outside oracle: no identity embedder is installed on the laptop (insightface, deepface and face_recognition absent; mediapipe 1.0.1 and cv2 5.0.0 present), so no embedding numbers were published; the smallest install that would work is insightface with onnxruntime (the buffalo_l ArcFace pack), a licence question for the operator, not installed. For the coordinator: admit nx_likeness_gate to the production roster after its trial, declare aesthetictwin:AT45 nx_likeness_gate in knowledge/organ_gate.conf, and add a twincheck plan step that scores every render with nx_likeness score against private-ref:b7a71b7a before it is published, so no render can reach /compare again with every gate green and no likeness measured.
2026-09-18AT46measureCENSUS 2026-09-18 (skull-skin lane): the only .nxmesh-to-PNG path today is nx_meshview <in.nxmesh> <out.png> [layer] [view] (buildroot/runtime/nx_meshview.nx lines 9-10: orthographic z-buffered flat shade, three panels, front view = camera on +z so the skull mesh is anterior +z, superior +y); the results renders come from the SDF ray marcher (nx_sdfrender W 512 H 384 FOCAL 586, no mesh path: nxmesh count 0 in nx_faceanat.nx); the perspective mesh rasteriser is trimesh_render(fb, zbuf, W, H, yaw, pitch, camz, focal, smooth) at buildroot/runtime/nx_trimesh.nx line 513 (camera at -camz looking down +z, pixel packing r + g*256 + b*65536), PNG through nx_png.nx png_publish line 271. Mesh format NXMSH2 (nx_nxmesh_lib.nx): 16-byte header with ntris u32 at 12, 24-byte layer records, 84-byte triangle records = three float32 xyz in MILLIMETRES, three float32 normals stored at 1/4096 (nx_skullsdf.nx writer near offset 147330, SS_NQ), one RGB permil colour at +72, then a 4-byte layer id per triangle; nx_facemark.nx fm_profile_lane (offset 6358) reads only xyz and bins the most-forward near-midline vertex per y band. The skull carries NO landmark table: nx_skullgen P/R/F rows are part/ring/face LOFT records (SK_TAG_P 80), nx_skullsdf carries a tuned station vector P_VW..P_LPR (offset 28700-31795: vault, frontal, maxilla, jaw, ramus, orbit radius and x, tooth arches) and emits geometry only, so anatomical landmarks must be LOCATED on the mesh (profile extrema, support directions, canon ratios). Skull run nx_skullsdf /tmp/sks_skull_f.nxmesh 300 500 160: bbox 145x195x201 mm, grid 160, cell 2 mm, 45442 verts, 91156 tris, about 130 s wall on the NAS (job start 1789765758, mesh mtime 1789765888), 8021816 bytes; nx_meshview of it 450752 bytes at /tmp/sks_skull.png. BASELINE for accept rule (i)/(ii): nx_photomark measure on private-ref:09b9baad reads UNMEASURED, face box 282,224,325,267 (43 px), eyes 0, no eye pair passed the pair check, so the baseline carries no NME and the bar is FIND a face with both canthi. Sources laptop runtime/: nx_tissuefield_lib.nx, nx_skullskin.nx, nx_skullskin_gate.nx and knowledge/tissue_depth.conf written and compiled (sov build-only 156819 and 278114 bytes); depth values inherited from nx_faceanat pending the tables in [degreef2006] [stephan2008], nose by [rynn2010] pending its regression, compartments named by [rohrich2007], method on-subject with [arxiv_skullface_202609]
2026-09-18AT45landSHIPPED 2026-09-18 through the laptop build farm and the mgmt lane: nx_likeness_lib (53,971 B, sha b9b07a28, composes nx_photomark_lib for the decoder, the landmarker, the tilts and the oracle-row parser, nx_visdesc for the edge-orientation descriptor and its L1, nx_cosine_similarity for the cosine of the descriptor and of the centred shading grid, nx_skinsample_lib for the skin chroma rule and the Lab mean), nx_likeness (CLI: score, band, crop; source 5,014 B sha 0037fa9a; laptop compile proof, NAS /api/build src_path named the target, PROMOTED 338,136 B sha d681c942, registered, _offc installed), nx_likeness_gate (source 17,714 B sha 9d23ca21; PROMOTED 339,904 B sha 5b9cee23, registered, _offc installed; GREEN 29 of 29 on the laptop in 2.2 s). Bite (a MEASUREMENT, the mutant named): the a* tone axis forced to zero in lk_axes reads RED 26 of 29 on exactly neg-control-canon-render-reads-outside, neg-control-seed1-render-reads-outside and private-ref:09b9baad; restore proven by hash b9b07a28 before and after, both trees byte-identical (nx_filehash on the NAS, the sovereign hasher's laptop reading). Both trees carry the three sources; the buildroot twin on the laptop is a byte copy of the pushed file. The three organs are REGISTERED-UNAUTHORISED (no cap minted): a cap naming nx_likeness and nx_likeness_gate is the coordinator's mint.
2026-09-19AT1measureYT CAPTION WIRE MEASURED 2026-09-18 from the NAS through nx_research_fetch: (a) the WEB captionTracks baseUrl for qKz3LmaxKuE scraped from the mirrored watch page (api/timedtext?v=qKz3LmaxKuE&caps=asr&expire=1789790028&signature=...&key=yt8&kind=asr&lang=en) returned status=200 body_bytes=0, the empty 200 the research lane hit; (b) the same baseUrl with &fmt=json3 appended returned status=200 body_bytes=0; both are signed but IP-locked at ip=0.0.0.0 and need a proof-of-origin token the WEB client does not carry. Route (c), the baseUrl inside the ANDROID_VR InnerTube player response nx_yt_innertube already fetches, is decisive and is measured by the new reader before any transcript claim is made.
2026-09-19AT45landCoordinator closure of the likeness referee, 2026-09-18: nx_likeness_gate admitted to knowledge/gateroster.conf from its trial row (GREEN 29/29, 16675 ms at 180000); knowledge/organ_gate.conf declares aesthetictwin:AT45 -> nx_likeness_gate; a cap covering nx_likeness and nx_likeness_gate minted (30 days, audited) and nx_toolreg_reconcile run (rows=2057, already=1987, failed=0); the lane's /tmp reference list copied to the durable private-ref:b7a71b7a (@oracle private-ref:b7a71b7a + private-ref:4456974c, private-ref:de5029af, private-ref:de5029b0, private-ref:de5029b2); the twincheck plan re-seeded with row 5 = nx_likeness score of the published render private-ref:b7a71b7a against that list, so the daily check scores what the operator sees and a render outside the band stops the plan fail-closed. The lane's finding stands as the open bar: at this canvas the classical structure rulers do not separate a render from a photograph of the same person (same-person spread exceeds render-vs-photo distance), the rejections rest on skin chroma; the structure contender (an identity ruler) is queued, and specificity against a different real person is unmeasured with one identity in the set.
2026-09-19AT46landsources on the NAS through the sovereign put door (E2E OK, whole-file sha): buildroot/runtime/nx_tissuefield_lib.nx 92640 B sha256 7f2530ff77ee258d, buildroot/runtime/nx_skullskin.nx 13462 B sha256 55df787e272a422f, buildroot/runtime/nx_skullskin_gate.nx 28313 B sha256 2396b0386fceeb8d, knowledge/tissue_depth.conf 13726 B sha256 7cbf4e8e63360990 (30 depth rows, 6 fat rows, 27 patch rows; 41 rows PENDING-REF naming [degreef2006] [stephan2008] [rynn2010] [rohrich2007]); laptop twins identical under runtime/ and buildroot/runtime/; /api/build on the NAS: nx_skullskin BUILT 191400 B sha256 b154dca87238c481 (src_path names buildroot/runtime/nx_skullskin.nx, src_sha256 matches the pushed source), nx_skullskin_gate BUILT 331488 B sha256 415e8588ed928d5a; laptop proof: the program runs the NAS skull (91156 tris, 44563 welded verts, 2 mm edge) to skin plus five renders in 610 ms at 79944 kB peak RSS; the gate reads 33 of 34 on the laptop with the one RED named substrate
2026-09-19AT46measureSHIPPED AND MEASURED ON THE NAS 2026-09-18: nx_skullskin PROMOTED 191400 B sha256 b154dca87238c481 and nx_skullskin_gate PROMOTED 331488 B sha256 415e8588ed928d5a (expect_sha256 on both), both registered and _offc-installed; nx_skullskin 300 1 on the generated skull (91156 tris, 44563 welded verts, 2 mm edge): 31 landmarks located, 0 fallback, 0 unlocated, 13 voters, anchor distance max 1.1 mm; kernel width sigma 31.4 mm (median nearest-landmark spacing); depth field min 5.0 median 8.5 max 13.0 mm, no vertex under the bone; compartments malar 3.0 nasolabial 2.0 jowl 2.0 mm at derived centres and radii (parameter vector printed); smoothing 16 iterations derived as (median depth over edge) squared, 2388 vertices held at half their depth off the bone; renders 512x384 in 3557 ms total, peak RSS 80000 kB, camera distance 223.8 mm derived from the 201.5 mm head at 900 permil of the frame; published to /compare/aesthetictwin/results/img/at46_skull at46_skin at46_pair at46_cutaway at46_skin_threequarter (five result rows appended, page publish launched). THE SKULL ITSELF, measured on its midline: prosthion 2 mm ahead of the glabella, POGONION 49 mm AHEAD OF THE GLABELLA, vertex 63 mm behind it, the aperture rim 38.5 mm ABOVE the canon nasal base (TFL-HOLE offset 385 u10) and the profile's aperture only one 2 mm band tall: the generated skull is prognathic and vertically mis-proportioned, which is the substrate rung anatomy:AN17, not this layer. THE RULER on the skin render (in-process, promoted photomark library): face found (box 95,51 to 407,363 of 512x384), both canthi of both eyes, canthal tilt R 22 L 43 deg10, intercanthal index 428 permil against the canon 380..420 widened by the ruler's own precision (2 x 24 permil x 1.428 = 68), intercanthal_eq_fissure 1500; the baseline private-ref:09b9baad reads UNMEASURED on the same ruler (no eye pair), so (i) is met where the baseline is not; the NME against the outside oracle stays unmeasurable in-lane (no oracle row exists for a render). THE THIRDS on the skin's midline: glabella 484, pronasale -75, subnasale -366, menton -1004 u10, middle third 850 versus lower third 638, tolerance 80 (the table's spread): RED, named substrate. nx_skullskin_gate on the NAS through the roster trial: 33 of 34 in 73831 ms (it generated its own skull as a child), verdict RED on that one substrate tooth; every kernel, control (zero-depth field, doubled cheek fat partition 3-sigma, empty frame, blank skin frame) and anatomy tooth GREEN
2026-09-19AT46lessonFOUR LESSONS, EACH FROM A RENDER LOOKED AT: (1) surface-nets triangles are not consistently wound, so face-averaged normals shade a skull as cobblestone; the gradient normals the file carries are the only normals to use, and a smoothed skin needs its normals smoothed the same way; (2) a single front-map cell can land inside the socket hole on a 2 mm mesh (one supraorbital read 122 mm behind its twin and one eye sank 16 mm), so an orbital rim is a CREST searched along rays and its depth is the median of the crests; (3) the photo ruler grows a fissure by darkness, so a lid the colour of skin reads a fissure the width of the iris (intercanthal index 555) and a one-step dark lash line brings it to 428: what the ruler measures is what the render must draw; (4) a bar tighter than the ruler's own precision cannot be read, so the canon band is widened by the referee-measured canthus NME as a conf row, never by hand. AND THE STANDING ONE: a skin that follows the skull faithfully looks exactly as wrong as the skull is; the substrate's prognathism and aperture height are now numbers on this board rather than an impression
2026-09-19AT46queueNEXT LAYERS, in the order the render asks for them: (a) the skull: the mandible 49 mm ahead of the brow, the aperture rim 38 mm above the canon nasal base, the alveolar process that should carry the upper lip forward, the zygomatic arches that render as rods (anatomy:AN17); (b) the tissue table read from the full texts of [degreef2006] and [stephan2008] so 41 PENDING-REF rows become measured rows (the mechanism is data: no code changes); (c) the nose by the [rynn2010] regression on the aperture once the skull carries one; (d) muscles for expression between bone and fat, then the fat compartments as volumes rather than bumps; (e) skin: measured chromophores and ITA, subsurface scattering in the renderer, pores; (f) the eye unit's lid shell and lash line on this globe instead of the flat lid patch, brows as hair; (g) the likeness referee (AT45) and an outside-oracle row on a render so the NME bar in (ii) becomes measurable; (h) the coordinator: admit nx_skullskin_gate to the heavy roster with the substrate tooth read as the skull's rung, and declare organ_gate.conf aesthetictwin:AT46 -> nx_skullskin_gate
2026-09-19AT46queueSTATE AT HANDOFF 2026-09-18: nx_skullskin_gate ran on the NAS twice (roster trial 33 of 34 RED in 73831 ms generating its own skull; direct run 33 of 34 in 3611 ms on the supplied skull, values identical to the laptop run) so the layer is deterministic across hosts; nx_gate_bite over nx_tissuefield_lib with subject nx_skullskin returned UNCONTROLLED (the harness refuses a gate that is not GREEN at baseline; the one RED is the substrate thirds tooth), so the mutation bite is OWED the moment the skull generator lifts that tooth, and until then the gate's evidence is its built-in controls (zero-depth field, doubled cheek fat partition, empty frame, blank skin frame, closed-form kernel checks); the scoped compare regen was REFUSED-ALREADY-RUNNING behind holder regen-1789778303, so the matrix watch row _ABSENT_:sks_surface flips on that regen or the next beat (the symbol is live in buildroot/runtime/nx_tissuefield_lib.nx); a 30-day cap for nx_skullskin and nx_skullskin_gate is minted (nonce 1789778670). COORDINATOR: admit nx_skullskin_gate to the heavy roster (trial journal /tmp/sks_trial.jrnl, 450000 ms deadline, 74 s measured), declare organ_gate.conf aesthetictwin:AT46 -> nx_skullskin_gate, and decide whether the substrate thirds conjunct is carried by anatomy:AN17's gate instead so this gate can be bite-proven by mutation
2026-09-19AT1landYT TRANSCRIPT CAPABILITY SHIPPED 2026-09-18: nx_yt_transcript (+ nx_yt_captions_lib, + nx_yt_transcript_gate 15 of 15 GREEN, all promoted+registered+offc-installed on the NAS) fetches a YouTube transcript sovereignly and provenance-stamps it into knowledge/fetched. Routes measured from the NAS: the WEB timedtext baseUrl answered status 200 with an EMPTY body (needs a proof-of-origin token) and the ANDROID_VR InnerTube client answered playabilityStatus LOGIN_REQUIRED (Sign in to confirm you are not a bot), but the visionOS InnerTube client (X-Youtube-Client-Name 101, clientVersion 1.02, captured verbatim from yt-dlp traffic) returns a captionTracks baseUrl that serves srv1 and json3 with NO pot token. Refereed against yt-dlp json3 at 1000 permil text agreement over 2057 of 2057 segments. Both pinned lectures are now transcribed: the Ninja Nerd labelled-skull lecture [yt_ninjanerd_skull_tx] says annotating these sutures that kind of separate the bones of the skull and so at the base of the skull near the bottom part of the occiput, giving the skull layer its suture-and-foramen vocabulary; the Art Of Struggle lecture [yt_artofstruggle_skull_tx] says these are key bony landmarks that you want to keep in mind and using four horizontal divisions will reveal three additional landmarks and four key regions that will help us navigate, which is the skull-to-landmark mapping the twin needs.
2026-09-19AT46measureThree sculpting lessons transcribed through nx_yt_transcript on the NAS (2331, 1519 and 2805 segments) and read from the mirrored bytes: the head "kind of tapers in the front and you're more flat in the front of the head and around in the back of the head" [yt_bryce_zbrush_skull_tx]; "the Jawbone it actually starts quite inside the cheekbone" and "it's not as wide as the skull which is also very common mistake", with the teeth cavity that "goes in quite deep" [yt_blender_skull_sculpt_tx]; the jaw "from the chin back to the end of the jaw, it's going to be one continuous straight line from the bottom and from the side" and the female head "just has this natural taper" [yt_blender_female_face_tx]. Each is a rule the AN17 skull generator must satisfy against the scanned oracle rather than a sculptor's eye: frontal flat with occipital round, gonial width inside bizygomatic width, alveolar cavity depth, a straight mandibular body line. They are artists' priors for the loft rules, never the measurement
2026-10-01AT28measureCOSMETIC-SURGERY BAR SB-SURGOUTCOME-2609 landed from eight sources read 2026-10-01 and attested against the Europe PMC listing (newest 2026-09). The rungs that climb to it: AT25 the tet mesh from the layered SDF, AT26 the hyperelastic FEM step with the implant as a body, AT27 the GPU kernel for variants, AT28 the surrogate trained on AT26 runs (the class PhysSFI-Net and PINNOCHIO define), AT29 the landmark morph as the rhinoplasty card diff. The numbers the estate must beat on held-out pre and post pairs: face soft tissue below 1.07 mm global shape, 1.30 mm surface and 2.45 mm landmark error (PhysSFI-Net, 33 external patients) and below 1.17 mm mean (Radboud, 458 patients, nose 0.55 mm, chin 1.60 mm); breast volume within 10 percent in more than 73 percent of breasts with mean error below 7.52 percent, including above 650 cc where Vectra degrades (154 breasts); rhinoplasty dorsum within 1 mm at long-term follow-up (29 of 198 patients at 1 to 3 mm). Arbrea's 100 percent is implant-choice concordance, never a shape error, so it is not the number. Open ground: the 2026 review found no accuracy study for any procedure beyond breast augmentation and rhinoplasty, so body contouring and facelift prediction have no published bar yet. Gap: the estate holds no paired pre and post-operative 3D cohort, so AT25 to AT29 can be built and gated on synthetic fixtures but none can be scored against these numbers until a licensed paired cohort is admitted
2026-10-01AT29measureTRIANGULATED BAR as of 2026-10-01 for the commercial aesthetic-simulation products (surgerytwin axis 1, VENDOR CLAIMS only): Crisalix (Lausanne) reconstructs a 3D model from 3 patient photos taken with a phone or camera and simulates breast augmentation, rhinoplasty and skin treatment in 3D and VR 4D for a one-off fee from 44 USD; Canfield VECTRA H2 is a handheld high-resolution 3D capture device whose Breast Sculptor claims dynamic soft tissue modeling that calculates the outcome from gravity, implant shape and placement (with a mastopexy skin-excision interface) while Face Sculptor shapes rhinoplasty, chin, facelift, lip and injectables with sliders; Arbrea Labs (Zurich) sells an AI breast simulator with AR and 3D modes, implant placement, fat grafting and automatic measurements. None of the three product pages states any simulation-versus-outcome error; all three promise realism, and the independent record covers only breast augmentation and rhinoplasty [stri_val_atiyeh2026] ; witnesses [stri_vend_crisalix] [stri_vend_canfield] [stri_vend_arbrea] (three companies, all vendor claims, no peer-reviewed witness on this axis by construction) ; where they disagree: capture is photo-reconstructed (Crisalix, Arbrea) against measured 3D capture (Canfield); Canfield claims a computed physical breast outcome where Crisalix and Arbrea claim visual realism; COMPARED WITH THE PM LANE (SB-SURGOUTCOME-2609, read after these rows landed): AGREE that no vendor publishes a shape error and that Arbrea's 100 percent is implant-choice concordance; PARTLY DISAGREE with its VECTRA is surgeon-shaped rather than predicted, because Canfield's own page claims a gravity-and-implant computed breast outcome (the face module is slider-shaped), a claim validated only to a 4.5 mm surface RMS [stri_val_assaaeed2024] ; the estate's running lane builds AT29 landmark-driven morphs on nx_faceanat re-measured by nx_facemark over AT25 to AT28 tissue physics, so by METHOD it is ABOVE these products (it computes and measures where they morph and promise), and by EVIDENCE it is BELOW them: the products carry independent post-operative validations and the estate has scored no prediction against any post-operative scan
2026-10-01AT28measureTRIANGULATED BAR as of 2026-10-01 for independent validation of the commercial simulations against post-operative results (surgerytwin axis 2), THE NUMBERS THE ESTATE MUST BEAT: BREAST, Vectra XT simulation against the 3-month post-operative 3D scan gives an RMS surface deviation of 4.5 +/- 1.1 mm, an AP projection error of 8.82 +/- 5.64 mm and a volume error of 21.5 +/- 10.3 cc (91.9 percent) on 84 breasts with ptotic and tuberous breasts EXCLUDED (Wuhan) [stri_val_assaaeed2024], and volume within +/-10 percent in only 73 percent of 154 breasts, mean error 7.52 percent, degrading above 650 cc and least accurate at nipple-to-IMF (Montreal, prospective) [stri_val_lorange2026]; RHINOPLASTY, Crisalix overestimates nasal tip projection by 0.7 +/- 1.5 mm (P .009) with nasal length within -0.3 +/- 1.7 mm on 38 noses (Japan) [stri_val_yamamichi2025], while with VECTRA the real tip came out MORE projected than simulated and a blinded panel preferred the real result in 77.5 percent of 40 cases (Yale) [stri_val_persing2018]; COVERAGE, a 2026 systematic review finds 17 validation studies, 12 breast and 5 rhinoplasty, none for any other aesthetic procedure, and dissatisfaction with simulated information in 25 percent of patients [stri_val_atiyeh2026]. So the estate wins only with: breast surface RMS below 4.5 mm and projection error below 8.8 mm INCLUDING ptotic and tuberous breasts, volume within 10 percent in more than 73 percent of breasts including above 650 cc, rhinoplasty tip-projection bias below 0.7 mm with SD below 1.5 mm and no systematic sign ; witnesses [stri_val_assaaeed2024] [stri_val_lorange2026] [stri_val_yamamichi2025] [stri_val_persing2018] [stri_val_atiyeh2026] (five independent peer-reviewed groups: Wuhan, Montreal, Fukuoka-Tokyo, Yale, Beirut) ; where they disagree: the tip-projection error has OPPOSITE signs in the two products; Wuhan's 91.9 percent volume accuracy and Montreal's 73 percent within 10 percent are different metrics on different cohorts (Wuhan excluded ptosis, Montreal shows the decline above 650 cc); the review says Assaaeed did not comment on shape although that abstract reports the 4.5 mm surface RMS, and says Yamamichi found increased nasal length where the primary text shows no significant nasal-length simulation error; COMPARED WITH THE PM LANE: AGREE on Lorange 73 percent and 7.52 percent, on the review's 12 plus 5 and on Yamamichi rho 0.66; its numbers-to-beat carry no breast SURFACE error and no tip-projection sign, which these rows add, and it carries a long-term dorsum bar (1 to 3 mm in 29 of 198 noses, PMID 42522961) that this lane did not read ; the estate's running lane (AT25 to AT28: the implant as a body in a layered hyperelastic tissue volume, a surrogate with its error printed) targets exactly these quantities but is BELOW the bar today: it holds no paired pre and post-operative 3D cohort and has scored no prediction against a post-operative scan, so every number above is unbeaten and unmeasured by the estate
2026-10-01AT28measureTRIANGULATED BAR as of 2026-10-01 for the research frontier of patient-specific aesthetic-surgery prediction (surgerytwin axis 3), method by method: (1) bone-driven facial soft-tissue prediction is the ONLY line with millimetre validation against post-operative 3D: physics-informed geometric deep learning reaches surface deviation 1.296 +/- 0.349 mm, global shape 1.070 +/- 0.088 mm and landmark 2.445 +/- 1.326 mm, trained on 135 and externally validated on 33 patients (peer-reviewed, npj Digit Med 2026-08-19) [stri_arx_physsfi2026]; a physics-informed network that couples bone-tissue interface motion to volumetric hyperelastic deformation beats baselines on 40 patients far faster than FEM and needs no volumetric ground truth (preprint 2026-06-01, no mm in the abstract) [stri_arx_pinnochio2606]; implicit SDF plus deformation decoders improve lips and chin (preprint 2025-12) [stri_arx_nice2512]; (2) the aesthetic-procedure line is 2D generative and does NOT predict: diffusion rhinoplasty previews show a negative paired ArcFace gain toward the real result for every method on 211 plus 457 pairs [stri_arx_envisage2606] and commercial image-edit APIs moved no output closer to the real post-operative photo [stri_arx_ilyosbekov2608]; (3) the newest listings, read 2026-10-01T02:46Z, hold no October entry and only HOMONYMS in September (knot-theory cosmetic surgery 2609.32507, brain-metastasis postoperative appearance 2609.35195), so September is the newest month and it has no on-subject arXiv entry; the newest on-subject arXiv entry is 2608.02841 of 2026-08-03 [stri_arx_aesthsurg_listing] [stri_arx_orthog_listing] [stri_arx_postop_listing] ; witnesses [stri_arx_physsfi2026] [stri_arx_pinnochio2606] [stri_arx_nice2512] [stri_arx_envisage2606] [stri_arx_ilyosbekov2608] (five independent author groups, one peer-reviewed, three listings read) ; where they disagree: physics-informed learning claims accuracy AND biomechanical consistency where a pure learned decoder (NICE) claims accuracy alone; the 3D line validates only bone-driven change, so the procedures this board serves (implant, rhinoplasty, facelift, liposuction) have NO learned 3D predictor validated against post-operative scans, and the 2D line measures identity, not geometry; COMPARED WITH THE PM LANE: AGREE on PhysSFI-Net, PINNOCHIO and no October entry; DISAGREE on the newest on-subject arXiv entry, which it names PINNOCHIO 2026-06-01 because its abstract-only query required prediction, simulation or outcome and missed the newer 2606.28628 and 2608.02841, and on the PhysSFI-Net date (the npj page reads 2026-08-19, the 2026-08-20 it cites is the arXiv v3 revision); it adds the Radboud 1.17 mm over 458 patients and a 2026-09-18 Europe PMC review that this lane did not read, so PubMed carries a September on-subject record where arXiv does not ; the estate's running lane builds AT26 hyperelastic FEM with AT28 a PINN-class surrogate trained on its runs, the frontier's own method class, so by DESIGN it is AT the frontier and by MEASUREMENT it is BELOW it: no estate prediction carries a millimetre error against any post-operative scan, the frontier's 1.3 mm is driven by planned skeletal movement over imaged bone that a photo-built twin does not hold, and a fixture-only gate can prove solver agreement but not clinical accuracy
2026-10-01AT26measureSURGERY BAR, implant leg read 2026-10-01: the closest published analogue of AT26's implant-as-a-body step is a mass tensor model predicting soft tissue over a designed mandibular PEEK implant from pre-operative CBCT, landmark error 0.9 mm and mean surface distance 1.0 mm face and 1.3 mm jaw-chin on 4 cases with one case past the 2 mm clinical bar (PMID 42645921); the 2026-09-18 review of orthognathic AI finds deep-learning and FEM soft-tissue prediction at comparable geometric accuracy with faster computation and names sparse paired longitudinal imaging as the evidence gap (PMID 42782992); patients perceive simulation accuracy at 91.0 percent for breast against 74.1 percent for face across 17 studies (PMID 42682868) [surg_pubmed_abstracts_b_202610]. AT26 reports its surface distance on the same kind of case before any comparison is claimed, and the face perception gap marks the face as where the field is weakest
2026-10-01AT25measureTRIANGULATED BAR as of 2026-10-01 for multi-material tetrahedral meshing of nested anatomical layers with quality guarantees: three method families stand and none dominates. Lattice methods for implicit and labelled input carry the only PROVEN element-quality bounds: isosurface stuffing fills an isosurface from precomputed stencils with dihedral angles within 10.7 to 164.8 degrees and has a graded variant, and lattice cleaving extends that to any number of materials with proven upper and lower dihedral bounds and proven geometric fidelity. Delaunay refinement with feature protection and sliver optimisation is the library standard for multi-domain segmented images, guaranteeing a radius-edge bound and termination but removing slivers only by optimisation. Envelope meshing of imperfect surface soups guarantees a valid floating-point mesh but not that every input triangle survives. A body-centred-cubic to mixed-element pipeline deformed to the labels is the newest peer-reviewed image-to-mesh entry and argues quality by comparison with four methods, not by proof. The current-month listing has no October entry and its newest on-subject September entries are two negative results (longest-edge n-section and largest-dihedral-angle bisection do not preserve tetrahedral shape regularity, 2609.29153 and 2609.18788), a labelled-MRI tissue meshing pipeline (emgforge 2609.17216) and adaptive Delaunay grids for reconstruction (ADELE 2609.06723) ; witnesses [tissue1001_isostuff2007] [tissue1001_latticecleave2014] [tissue1001_cgalmesh3] [tissue1001_ftetwild2020] [tissue1001_cbc3d2024] [tissue1001_arxiv_tetmesh_202609], five independent groups (Berkeley, Utah SCI, the CGAL project as a vendor-class library claim, NYU, the Chrisochoides group) plus the current listing ; where they disagree: the lattice methods prove dihedral bounds while Delaunay refinement proves only a radius-edge bound and states its strict criteria may not survive its own sliver optimisation, envelope meshing and Delaunay refinement both concede that input features can go missing (input triangles in one, input vertices in the other), the improved-stuffing talk limits stuffing to smooth geometry so thin or sharp layers need grading or a finer lattice, CBC3D trades pure tetrahedra for mixed elements to cut element count, and the September refinement results mean any adaptive bisection after meshing can void a construction-time guarantee unless quality is re-measured ; the estate's running lane builds a multi-material tetrahedral mesh from nested signed-distance layers, which is exactly the input class the lattice family is proven on, so it is AT the triangulated best only IF its gate proves cleaving-class dihedral bounds, that the layers partition the body volume, and a surface-fidelity bound per material, and it is BELOW the bar while it labels lattice cells by layer without conforming cleaving, proves no dihedral bound, or refines by bisection after meshing without re-measuring quality
2026-10-01AT26measureTRIANGULATED BAR as of 2026-10-01 for hyperelastic finite-element soft-tissue simulation for surgical planning: the solver class is nonlinear implicit FE with tissue constitutive laws, verified against analytical solutions and other verified codes (FEBio), and the 2026 clinical bar has moved from solving to identification and validation. A 2026 subject-specific breast study fits a first-order Ogden law per breast from prone MRI through a two-step gravity procedure and matches the standing 3D surface scan to a mean Hausdorff distance of 2.14 mm natural and 1.90 mm augmented, absorbing the implant into a higher apparent shear modulus. The current month's newest entry (2609.18109, 2026-09-16, revised 2026-09-29) jointly recovers the stress-free reference geometry and hyperelastic parameters from two or more gravity-loaded configurations by differentiable inverse FE on an MRI-derived breast. A July 2026 entry names volume locking and self-contact as the large-displacement failures of classical hyperelastic formulations and answers them with a quasi-incompressible volumetric term, augmented-Lagrangian contact and higher-order P2 and P4 elements ; witnesses [tissue1001_febio2012] [tissue1001_breastogden2026] [tissue1001_stressfree2609] [tissue1001_lockcontact2607] [tissue1001_arxivsearch_tissuefem_202609], four independent groups (Utah and Columbia, Peking Union Medical College Hospital, Purdue, the Djoumessi and Gizzi group) plus the current listing, two peer-reviewed and two preprints, beside the FEBio and SOFA project pages this board already pins ; where they disagree: the 2026 clinical study homogenises the implant into organ-level apparent stiffness while the contact literature resolves contact explicitly, the clinical study starts from prone MRI as if it were near the reference state while the September preprint says imaged states are loaded and the stress-free state must be solved for, Ogden exponents vary markedly between people so a population parameter set is not a twin, and verification against analytical cases is a different claim from validation against a standing scan in millimetres ; the estate's running lane builds a Newton-solved Mooney-Rivlin and Ogden FEM step with implant contact verified on closed-form homogeneous deformations, which is AT the FEBio verification standard for the step itself and BELOW the triangulated bar on three named counts: no stress-free reference recovery from posed or gravity-loaded scans, no per-person parameter identification validated against a 3D surface scan in millimetres (the 2026 bar is about 2 mm Hausdorff), and unless it uses a mixed, F-bar or higher-order formulation its linear tetrahedra will lock under the near-incompressibility soft tissue demands
2026-10-01AT28measureTRIANGULATED BAR as of 2026-10-01 for post-operative outcome prediction from 3D twins and its measured accuracy: for the face the bar is learned prediction validated on post-operative scans at about 1 mm, a clinical 3D morphable model simulating orthognathic outcomes at 1.1 plus or minus 0.3 mm (2019) and the 2026 physics-informed geometric network PhysSFI-Net at 1.07 mm global shape error, 1.30 mm surface deviation and 2.45 mm landmark error with 1.43 mm Hausdorff on an external cohort. For the breast the commercial bar is Vectra-class simulation, measured independently in 2026 at 73 percent of breasts within plus or minus 10 percent of post-operative volume (average error 7.52 percent, worse above 650 cc) and in 2024 at 21.5 cc volume error, 4.5 mm surface RMS and 8.8 mm projection error. Learned surrogates trained on FE runs reach 0.16 to 0.64 mm against the solver for the face and sub-millimetre at 0.010 s in a 2026 SOFA-calibrated graph network, after the earlier U-Net surrogate class. The August 2026 systematic review finds only 17 studies that measure simulation against outcome (12 breast, 5 rhinoplasty, none for any other aesthetic procedure). No arXiv listing carries a September or October 2026 entry on outcome prediction: the orthognathic newest are PINNOCHIO (2026-05-31, 40-patient cohort) and PhysSFI-Net v3 (2026-08-19), and the plastic-surgery newest on-subject entry is from August 2025 ; witnesses [tissue1001_knoops2019] [tissue1001_physsfi2026] [tissue1001_vectrabreast2026] [tissue1001_vectrabreast2024] [tissue1001_simreview2026] [tissue1001_lampen2022] [tissue1001_gnnsurrogate2608] [tissue1001_umesh2020] [tissue1001_arxivsearch_orthognathic_202609] [tissue1001_arxivsearch_plasticsurgery_202609], eight independent groups (UCL, the PhysSFI-Net authors, Montreal, Wuhan, Beirut, RPI with Houston Methodist, Basel, Inria) plus two listings ; where they disagree: the two breast studies measure the same Vectra software and disagree on its accuracy (a 91.9 percent accuracy rate in Wuhan against 73 percent within 10 percent in Montreal, and an 8.8 mm projection error the Wuhan authors still call remarkably accurate), the review says dissatisfaction with simulation accuracy is not negligible, surrogate papers report error against their own FE solver rather than against post-operative scans, the Basel preprint ties force quality to calibration so a surrogate inherits its solver's calibration error, and the face bar (about 1 mm) and the breast bar (volume percent and 4.5 mm RMS) are measured in different units on different procedures, so no single number is the bar ; the estate has no running AT28 predictor yet (the surrogate watch is still absent and AT26 is its substrate) and the matrix contract prints only the error against the solver, which is BELOW the triangulated bar because the bar is error against post-operative 3D scans in millimetres and cubic centimetres, so the accept rule owes two numbers per prediction: surrogate-to-FE error and prediction-to-post-operative-scan error on a declared cohort
2026-10-01AT29measureSURGERY BAR, photo-preview leg read 2026-10-01: the 2026 diffusion previews edit, they do not predict. Envisage (2606.28628) scores a negative paired ArcFace gain on N=211 rhinoplasty pairs for every method (output-to-postoperative minus input-to-postoperative: Envisage -0.048, ICEdit -0.139, Kontext -0.242, InstructPix2Pix -0.294), larger on a 457-pair external set [surg_envisage_2026]; six commercial image-editing APIs on facelift and rhinoplasty edits moved no output closer to the postoperative photograph (2608.02841) [surg_localize_2026]. The win for AT29 is a positive paired gain: the landmark morph on the fitted head moves the twin toward the post-operative capture by more than the pre-operative capture already is, judged by the AT45 likeness referee on held-out pairs, which no published method reaches today (Envisage's 5-seed ground-truth oracle is positive on only 33.9 percent of cases)
2026-10-01AT26landst_hyperelastic_step LANDED in buildroot/runtime/nx_softtissue.nx as an additive tier (78002 to 132968 B, pre-change sha256 200e0bf0b5fb62a7e0ba640da0c39443f07e537a085516c68bf28b71042ab79a, post 8af2ecf4c10b25d935e1314220f36c679c84d147c01bb30aa2cab6b5f00960fc, XPBD code untouched): FEBio's uncoupled nearly-incompressible formulation [febio_tm41_mr] [febio_tm41_ogden] on linear tets, the Ogden family W = sum c/m^2 (l~^m - 3) + K/2 (ln J)^2 with Mooney-Rivlin as the pair (4c1, 2), (4c2, -2) and neo-Hookean as its c2 = 0 limit, principal-stretch stress and consistent tangent with the coalescent-eigenvalue limit, Newton-Raphson with a prescribed-displacement predictor, an augmented-Lagrangian (Uzawa) pressure per element as FEBio's own verification used [febio_maas_jbme2012], Dirichlet, dead nominal traction, and a rigid spherical implant with exact active-set contact (normal eliminated in a rotated nodal frame, curvature term in the tangent, release on tensile force). Gate buildroot/runtime/nx_softtissue_hyper_gate.nx (sha256 c71b168e) PROMOTED live sha256 0b1606cc91ca34046cefca1ae9979fd9fee22eb0aa8948f030b6e67b40d2d869 158732 B, registered, _offc twin installed; live run 28/28 GREEN and /api/gate_run exit_code 0 verdict GREEN path FAST 6280 B, row added to aesthetictwin.gates
2026-10-01AT26measureclosed-form verification on the Maas 2012 sec. 4.1 problems and materials [febio_maas_jbme2012]: uniaxial MR C1 6.8 MPa C2 0, l 1.5: s11 21.5333333333 MPa FEM against 21.5333333333 closed, rel 2.2e-13; l 0.7 rel 6.3e-13; heel-pad Ogden c 0.0329 MPa m 6.82, l 1.5: 0.0754116434 MPa, rel 8.7e-11; l 0.7 rel 2.0e-12; MR with c2 = c1/4 at l 1.4 rel 8.1e-13 while c1 and c2 swapped reads 0.18 (bite-proven); lateral faces traction-free to 4.1e-13 of s11; max abs ln J 9.4e-14 under the augmented Lagrangian (atol 1e-10, 2 Uzawa passes); compressible penalty form (K 50 mu, no AL) against a bisection semi-closed form: s11 rel 2.1e-15, lateral stretch 0.879607804548 exact. SOURCE-BESIDE-ESTATE: Maas 2012 publishes these tests as Fig. 1 curves (excellent agreement) with no numeric error, so the estate error above is the first number published on this test; a FEBio run of the same fixture is the queued oracle
2026-10-01AT26measuretangent and solver: the element tangent against central differences of the internal force (h = cbrt(eps) L) has rel error 1.75e-10 for MR at a general F, 1.78e-10 for Ogden at a general F, 1.59e-10 at two coalescent stretches and 1.22e-10 at F = I (the limit branches), against 7.05e-2 for the material-only tangent; the principal-stretch MR Cauchy stress meets FEBio TM 4.1 eq. 450 transcribed in invariant form (no eigen-decomposition) to 1.68e-15; Newton residuals on a large dead-traction increment 0.948, 21.2, 0.698, 0.288, 2.12e-3, 6.41e-7, 5.19e-13 with observed order 1.88, against 15 iterations at order 1.06 for the material-only tangent; an irregular simple-shear patch test puts the interior node on the linear field to 0 and every F within 2.8e-16 of F-bar, s12 meets 2(c1+c2)g to 7.0e-16 and Rivlin's s11 - s22 = g s12 holds to 1.7e-16 (Ogden s12 to 1.0e-15); a dead nominal traction recovers its closed-form stretch 1.3 to 3.1e-15
2026-10-01AT26measuredeclared implant fixture (the FEBio comparison target): st_hyper_block 6x6x2 Kuhn cubes over 20 x 20 x 8 mm (147 nodes, 432 tets), base z = 0 fully fixed, uncoupled Ogden c 0.0329 MPa m 6.82 with K = 100 mu = 1.645 MPa (penalty, no augmentation), rigid frictionless sphere R 8 mm centred (10, 10, 16) at t = 0 moved -1.5 mm in z over 6 equal steps, top face z = 8 as contact candidates (49): every step converged; 5 contact nodes; max nodal penetration 0 mm against a bound of 5.3e-11 mm; total contact force 3.027 N, smallest nodal force 0.246 N (all compressive); displacement field L2 norm 3.224 mm, largest nodal displacement 1.606 mm; J in [0.879, 1.086]; strain energy 1.550 mJ; with contact switched off the same path penetrates 1.5 mm (bite-proven). Declared limits printed by the gate: node-to-analytic-surface contact leaves chord penetration up to the sagitta bound 0.347 mm at this mesh spacing, and linear tets with one volumetric constraint per element lock under near-incompressibility (hence K = 100 mu on this fixture)
2026-10-01AT26measurebar read 2026-09-30 for the soft-tissue FEM axis: the arXiv listing all:soft tissue AND surgery AND simulation, newest first [arxiv_softtissue_surgery_sim_202609], newest entry 2609.38483 (2026-09-29, causal deformation transmission for robotic indirect manipulation, off this axis); the newest ON-AXIS entry is 2606.01572 PINNOCHIO (2026-06-01), a physics-informed network for coupled hyperelastic interface-volume simulation in orthognathic surgery trained against high-fidelity FEM, i.e. the FEM-plus-surrogate pair AT26 and AT28 build; 2601.02088 PhysSFI-Net (2026-01) is the same class. No September 2026 hyperelastic-FEM formulation entry: the formulation bar for this rung stays FEBio TM 4.1 and Maas 2012, and the surrogate bar for AT28 is June 2026
2026-10-01AT26lessona Newton tolerance below the ATTAINABLE residual never converges, and with K/mu near 1e4 the attainable residual is position rounding (eps L per dof) through the stiffness, not eps times the force: the first run stalled every augmented-Lagrangian re-solve and every small-increment step and read 9/28, with the uniaxial stress at exactly the first load step's value (4.0924 MPa = the l 1.1 closed form). The floor is now derived per iteration from the largest absolute row sum of K times eps L sqrt(n), stored, and the same gate read 28/28; the order tooth reads its asymptotic pair against that same stored floor, so the solver and its ruler cannot disagree on what roundoff is
2026-10-01AT26queueTHE DONE-RULE ORACLE, run OUTSIDE the estate: FEBio 4.x on the identical declared implant fixture (20 x 20 x 8 mm block as 6 x 6 x 2 cubes each split into the six Kuhn tets of st_hyper_block, 147 nodes and 432 tet4 elements, base z = 0 fixed, uncoupled Ogden c1 0.0329 MPa m1 6.82 k 1.645 MPa with no augmentation, rigid frictionless sphere R 8 mm centre (10, 10, 16) prescribed -1.5 mm in z over 6 equal steps, nodes on z = 8 as the contact surface); export the nodal displacement field, mirror it through nx_research_fetch or the content door and pin it, then add the gate tooth: max nodal displacement difference against st_hyperelastic_step within a declared tolerance, printed beside FEBio's own contact formulation (its penalty or augmented-Lagrangian gap) so the comparison names which contact law each side used [sota0916_febio]
2026-10-01AT26queueAT25 INTEGRATION, the next code step once sdf_tetmesh lands: build the model with st_hyper_new(nn, ne), fill X and the tet table from the AT25 mesh and call st_hyper_prepare (orientation repaired and flips counted, degenerate tets refused); add a per-element material id with a material table (today one material per model) so bone, muscle, fat and skin layers carry their own Ogden or Mooney-Rivlin rows; mark the skin boundary nodes as contact candidates; replace the dense LU with a banded or sparse symmetric factorisation (the 324 and 441 dof fixtures are dense-tractable, a head mesh is not); then the AT27 GPU lowering and the AT28 surrogate train against this step
2026-10-01AT26queueFIDELITY RUNGS beyond this landing, each with its measured reason: (1) near-incompressible LOCKING of linear tets (one volumetric constraint per element) -- a nodally averaged pressure or F-bar tet, or tet10, proven by a bending fixture against a fine-mesh reference; (2) a SOFT implant (silicone gel as a second hyperelastic body with body-to-body contact) beside the rigid sphere; (3) implant SHAPE beyond the sphere (an anatomical implant from an SDF with its gradient as the contact normal); (4) segment-to-surface contact to remove the printed chord sagitta. Unpromoted build declared: nx_softtissue_gate was rebuilt --build-only (_build fossil now 90607 B sha256 9dab00fe4f156e081a7a49eb87229ea7c705014486bb7a1c308073fd1bcaf390) as a compile-and-neutrality check only, ran staged 19/19 GREEN against the extended lib, and was deliberately NOT promoted (its live binary is another lane's)
2026-10-01AT26measuremutation-bitten on the shared lib with the harness aimed inside sth_material (nx_gate_bite aim): site 76, the 2.0 of the D_aa tangent term that leaves every stress unchanged, KILLED (valid_mutants 1, not_reached 0); site 90, the 0.25 of the coalescent-eigenvalue limit, KILLED; both runs restored the shared source byte-identical (132968 B) and both deployed twins (live and _offc stay 0b1606cc). The gate added to knowledge/gateroster.conf with its reason (14 importers of nx_softtissue.nx). Note for the build lane: an unflagged rebuild after the bite chose FLAVOUR debug from the incumbent (detected a DWARF line table on the release-promoted twin) and left a 177776 B fossil; --release reproduced the promoted 158732 B byte-identical, so BUILT equals PROMOTED again
2026-10-01AT25measureSOTA bar read 2026-09-30 from mirrored bytes: Lattice Cleaving (Bronson, Levine, Whitaker, IEEE TVCG 2014) [at25_latticecleaving] is the best-in-class multi-material tetrahedral mesher for implicit domains with bounded dihedral angles -- Theorem 1 proves a positive bound exists without giving a value, section 5.1 reports the worst case found for alpha_short 0.357 and alpha_long 0.203 as 2.76 and 175.426 degrees, and their 264^3 head MRI mesh read 4.33 to 157.98 degrees. Its two-material parent Isosurface Stuffing [at25_isostuffing] proves 7.6872 to 168.0481 degrees double-sided for its own stencils. The newest 2026 entry read is Quiriny, Lambrechts, Moes, Kucera, Remacle arXiv 2606.14301 (2026-06-12) [at25_tfem2026], which treats slivers solver-side (TFEM) because eliminating them is still costly; the meshing-side guarantee is its complement. The arXiv API listing answered 429 four times from the NAS, so that entry was located by search and read from its abs page, not from a dated listing.
2026-10-01AT25landsdf_tetmesh landed in runtime/nx_sdf.nx, additive (inserted after the incumbent's last function, no incumbent line edited; pre-change sha256 3a96c7cc2fae8985997b08493ec1cd12824301d843a48c749d9159f7d6ecd5d4 at 5661 B banked; consumer nx_csg_test recompiled clean as a compile-check only, not promoted): Lattice Cleaving [at25_latticecleaving] over K nested SDF layers -- BCC lattice, one cut per crossing edge at the linear interpolant's zero, alpha violation (0.357 short, 0.203 long), warp and snap with projection, the 24-tetrahedron generalized stencil with virtual points -- emitting NXTET1 through runtime/nx_tetmesh_lib.nx (40-byte header, i64 Q14 vertices, u32 tetrahedra with a material id, outside excluded) with the partition audit, exact per-layer volumes and a CORDIC dihedral ruler. Refused by name: layers-not-nested, unresolved-layer, two-interfaces-in-one-tetrahedron. Gate nx_sdf_tetmesh_gate PROMOTED sha256 d6304b5240a43a238e8a5d39fdf004255a06cabb3f4553586d99f596f7ff6cd8 (122873 B), offc installed, registered, /api/gate_run GREEN 30/30 path FAST; row added to aesthetictwin.gates; scratch row nx_sdf_tetmesh_gate_at25_staged reaped.
2026-10-01AT25measurenx_sdf_tetmesh_gate on the PROMOTED binary d6304b52 (nx_job_run, clock-chosen fixture radii 14 19 25 32 mm, 2 mm lattice): 240408 tetrahedra and 45137 vertices in 1.57 s from 457776 lattice tetrahedra, 44720 cuts, 7084 warped vertices, 35452 snapped cuts, 0 residual violations. Dihedral 17.089 to 147.475 degrees, beside the source's reported worst case for its alphas 2.76 to 175.426 and its 264^3 head MRI 4.33 to 157.98 [at25_latticecleaving], and Isosurface Stuffing's proven double-sided 7.6872 to 168.0481 [at25_isostuffing] -- a different test (smooth nested spheres, not their segmented MRI), so this is an estate number beside theirs, not a head-to-head win. The same fixture at the paper's alpha=0 setting reads 0 to 175.947 degrees: the bound is earned by the warp. Layer volumes against the closed form, mm3: bone 11429.489 vs 11494.037, muscle 17210.850 vs 17236.869, fat 36693.586 vs 36718.927, skin 71776.300 vs 71808.415; total 137110.225 vs 137258.248 (1.08 permil under, inscribed as the interpolation predicts), each inside its derived bound. Partition audit over 488484 faces: 0 non-positive, 0 overlap, 0 gap, 0 off-interface layer faces. Interface vertices 16352, worst distance to their sphere 286 Q14 units (0.017 mm). Two runs byte-identical NXTET1 (5891488 B). /api/gate_run on a further fixture (10 15 22 29 mm): 16.283 to 145.339 degrees, GREEN 30/30.
2026-10-01AT25lessonA face point chosen for geometry (the shorter diagonal) cannot be made to agree with the cell point once snaps leave a warped vertex's cuts at different ends of its edges: the first build REFUSED its own nested-sphere fixture with no admissible cell point (the refusal fired by name rather than emitting a non-conforming mesh). The pulling rule of consistent triangulations closes it by construction: face and cell points are the smallest-key INTERFACE POINT of their simplex (crossing-edge points and vertices already on an interface) in one global key order, so every face through the cell point holds a subset that contains it and chose it. Lattice Cleaving leaves exactly this virtual choice to a predetermined rule (its section 3.6, one solution within a space of valid possibilities) [at25_latticecleaving]; measured after the change: 0 refusals, 0 overlap, minimum dihedral above 16 degrees on four fixtures.
2026-10-01AT25queueOne real run on the estate's own layered head is NOT reached today and is not claimed: the skull field lives inside nx_skullsdf.nx, a program with a main, so sdf_tetmesh cannot evaluate it, and nx_skinwrap emits an offset mesh, not a distance. Exact next step: nx_oo_extract the skull field evaluation out of runtime/_hdl_build/nx_skullsdf.nx into a lib; add a field layer kind beside NxSdfPrim in sdf_tetmesh (sdf_tm_eval is the one dispatch point); build bone, muscle, fat and skin as nested level sets of that field offset by the forensic depths nx_skinwrap reads from knowledge/face_tissue.dat (the partition rule refuses any offset that is not nested); mesh at 2 mm and journal tetrahedra, vertices, per-layer volume and the dihedral range. Also queued from the paper: graded octree cells (its 3.7) to cut element count in homogeneous regions; triple and quadruple points for layers that touch (today refused by name as unresolved-layer and two-interfaces-in-one-tetrahedron); a sampled-grid layer kind for segmented scans.
2026-10-01AT26queueFor the hyperelastic step (nx_softtissue_hyper_gate already on linear tets): the AT25 volume is NXTET1, written by tm_write and read back byte-for-byte by tm_encode in runtime/nx_tetmesh_lib.nx -- 40-byte header (magic NXTET1, vertex count, tetrahedron count, layer count, 16384 units per mm), i64 Q14 vertices, u32 tetrahedra positively oriented with a u32 layer id (0 bone, 1 muscle, 2 fat, 3 skin). Every nx_sdf_tetmesh_gate run leaves a fresh four-layer mesh at /tmp/nx_sdf_tetmesh_gate/nested_spheres.nxtet (5891488 B on the promoted run). Next step: an NXTET1 reader in the AT26 lib so the FEM step runs on sdf_tetmesh output with a material per layer.
2026-10-01AT26retractThe AT26 queue row above says NXTET1 is read back byte-for-byte by tm_encode; that is wrong. No NXTET1 reader exists yet: tm_encode only writes the bytes, and the gate proves wholeness by bytes written equal to the encoded length and determinism by comparing two independent encodings. The reader is the AT26-side next step that row names.
2026-10-01AT26measureTRIANGULATED BAR ADDENDUM as of 2026-10-01 for hyperelastic finite-element soft-tissue simulation for surgical planning, written by a re-run of the tissue seat that first re-verified log 1790824284 and its refs (15 of 15 mirrors hash-identical to their pins) and then read the two sub-axes that row left to a preprint, near-incompressibility and contact with implants, against the lane that landed tonight in runtime/nx_softtissue.nx: NEAR-INCOMPRESSIBILITY, the standard linear tetrahedron locks for almost incompressible tissue and the average nodal pressure tetrahedron, extended so that it handles multiple material interfaces uniformly, removes the locking at small cost in a surgical simulator [tissue1001_nonlockingtet2009], while tissue near Poisson 1/2 stays notoriously hard to simulate and an inversion-robust Neo-Hookean energy with closed-form eigensystems projects the Hessian to semipositive definiteness [tissue1001_stablenh2018]; CONTACT, an implicit barrier formulation keeps the whole trajectory intersection- and inversion-free regardless of material, step size, impact speed or deformation, and its authors' comparison finds engineering and graphics codes failing with instabilities and constraint violations as contact counts and step sizes vary [tissue1001_ipc2020], while the two published aesthetic planners read on this board do not model the implant as a contact body, one inserting it as displacement templates of internal body forces with no accuracy figure [tissue1001_georgii2014] and the 2026 study absorbing it into an apparent stiffness [tissue1001_breastogden2026]; IDENTIFICATION, fitting tissue stiffness from two gravity-loaded configurations is established with a within-subject variation of 10.7 to 27 percent [tissue1001_griesenauer2017], and the September preprint extends it to the unloaded geometry itself [tissue1001_stressfree2609] ; witnesses [tissue1001_nonlockingtet2009] [tissue1001_stablenh2018] [tissue1001_ipc2020] [tissue1001_georgii2014] [tissue1001_griesenauer2017], five further independent groups (the Western Australia surgical-simulation laboratory, Pixar, the Pennsylvania, NYU and Adobe contact group, the Westermann and Kovacs group, Vanderbilt), all peer-reviewed, which with the four of log 1790824284 makes nine groups on this axis ; where they disagree: robustness by refusal against robustness by construction, because an uncoupled law with U(J) = K/2 (ln J)^2 is undefined at J <= 0 so an iterate that inverts an element must be refused or cut back, while the barrier and stable-energy line keeps every iterate valid; the planners treat the implant as a load and the contact line treats it as a body; Vanderbilt identifies stiffness from supine pairs about a known reference while the September preprint says the imaged reference is itself loaded ; the estate's running lane builds uncoupled Ogden and Mooney-Rivlin laws with a consistent tangent on linear tetrahedra, a per-element augmented-Lagrangian pressure, Newton on load increments, and a rigid spherical implant held by an active set with exact elimination of the contact normal (frictionless, node against an analytic surface, J <= 0 refused by name); it is AT the bar for constitutive verification, AHEAD of those two planners in carrying the implant as a contact body, and BELOW the bar on four named counts: one volumetric constraint per linear tetrahedron still locks (the lane declares this, and its named next rung of a nodally averaged pressure must carry the multi-material interface extension or it fails exactly at the bone, muscle, fat and skin interfaces AT25 produces), inversion is refused rather than prevented, contact is a rigid analytic sphere against nodes rather than mesh against mesh with self-contact and a deformable implant, and no stiffness or reference geometry is identified from a person's scans
2026-10-01AT25measureTRIANGULATED BAR ADDENDUM as of 2026-10-01 for multi-material tetrahedral meshing of nested anatomical layers, written by a re-run of the tissue seat to resolve the conditional verdict of log 1790824275 now that sdf_tetmesh has landed in runtime/nx_sdf.nx with nx_sdf_tetmesh_gate: the lane implements lattice cleaving as published, a BCC lattice, alpha 0.357 short and 0.203 long, warp and snap, and the generalized 24-tetrahedron stencil with a consistent pulling rule [tissue1001_latticecleave2014], and its gate holds closed-form shell volume per layer, the layers summing to the outer ball, no overlap and no gap, interface faces on their interface, every interface vertex inside the interpolation band, positive volume for every tetrahedron, determinism, planted overlap and hole controls, and every dihedral inside the paper's worst case; the full text read today states that worst case as empirical, a minimum of 2.76 and a maximum of 175.426 degrees found for those alphas with much better angles in practice, and states that the algorithm works at a fixed resolution so any feature below the grid width is not captured [at25_latticecleaving]; a solver-side preprint read the same day adds that connected clusters or sheets of slivers can impose artificial constraints and lock a finite element solution unless the Jacobian is tempered [at25_tfem2026] ; witnesses [at25_latticecleaving] [tissue1001_latticecleave2014] [tissue1001_isostuff2007] [tissue1001_cgalmesh3] [tissue1001_cbc3d2024] [at25_tfem2026] ; where they disagree: cleaving guarantees that bounds exist and reports 2.76 to 175.426 degrees as found, far looser than the proven two-material stuffing range of 10.7 to 164.8 degrees, while the library standard removes slivers by optimisation after refinement and the solver-side preprint tolerates them instead ; the estate's running lane is AT the triangulated best by method class, since lattice cleaving is the family with proven bounds on nested implicit layers, and it is stricter than the paper where a layer is thinner than the step (refused by name instead of silently lost), and it is BELOW the bar on three named counts: the bound it enforces lets near-slivers reach the linear tetrahedra of AT26, and a sheet of them along an interface is the locking case the preprint names, with neither post-cleave quality optimisation nor a tempered solver in place; the lattice step is uniform with no grading, so the thinnest layer sets the step for the whole body where the adaptive image-to-mesh line cuts element counts; and the evidence is a nested-sphere fixture, with no anatomical layer set meshed yet
2026-10-01AT28measureTRIANGULATED BAR ADDENDUM as of 2026-10-01 for post-operative outcome prediction from 3D twins, written by a re-run of the tissue seat after re-verifying log 1790824293 and its pins: an independent Guangzhou group adds the SHAPE bias that volume and surface metrics do not report, since against the actual 3D result of 103 augmentations the simulation put 52.9 against 49.2 percent of the volume in the upper pole and 47.1 against 50.8 percent in the lower pole, with nipple-to-fold distance and base width each 0.3 cm larger in reality, the length differences not significant in larger breasts and the pole split not significant in wider chests [tissue1001_zhou2024]; the 2014 finite-element planner for the same operation reports patient use cases and no outcome error [tissue1001_georgii2014] ; witnesses [tissue1001_zhou2024] [tissue1001_vectrabreast2026] [tissue1001_vectrabreast2024] [tissue1001_georgii2014], Guangzhou a ninth and the Westermann and Kovacs group a tenth independent group on this axis ; where they disagree: Montreal scores volume within 10 percent [tissue1001_vectrabreast2026] and Wuhan scores volume, surface RMS and projection [tissue1001_vectrabreast2024], while Guangzhou shows the simulated volume sitting systematically in the wrong pole, so a volume-only or RMS-only score can pass a prediction whose shape is biased ; the AT28 accept rule therefore owes a third number beside surrogate-to-solver and prediction-to-scan error, the upper and lower pole volume split and the nipple-to-fold distance against the post-operative scan, and the running lane is unchanged and BELOW the bar: st_surrogate_predict is still absent from runtime/nx_softtissue.nx, so no estate prediction has been scored against any post-operative scan
2026-10-01AT26landMATERIAL TABLE, the layered-tissue prerequisite for AT25, landed in the same tier: each element reads the material row its STH_MATID entry names (row capacity = element count, which no material count can exceed); st_hyper_material_mr / st_hyper_material_ogden write a row, st_hyper_assign / st_hyper_assign_box set rows per element or by reference-centroid box, st_hyper_set_mr / st_hyper_set_ogden keep their contract by writing row 0; the Uzawa pressure update uses each element's own K. Every intermediate edit compiled (the row travels through the workspace sth_defgrad already loads per element, so no signature changed mid-sequence); the pre-change lib was banked at knowledge/status/bank_nx_softtissue_at26_8af2ecf4.nx. Lib now sha256 7a92753a52accf18f4ca1caed04a79fd4c22fbb070c07ef8b023f8e5564fc0ca 137108 B. Gate re-PROMOTED sha256 bbac9d80755808cc7f051c086da0b60dd8d18d43ef92751630f10a9aa34ad8f6 166905 B (content ruler GREEN, lost_from_live 0, one-way gain of the three T11 teeth), _offc twin installed, /api/gate_run exit 0 GREEN 7035 B, 31/31
2026-10-01AT26measuretwo-material laminate (T11): a 2x2x2 block with MR c1 6.8 c2 1.7 MPa (K 1000 mu) for Y below L/2 and the heel-pad Ogden (K 1000 mu) above, 24 of 48 tets assigned row 1 by centroid box, stretched l 1.4 along X under the augmented Lagrangian; incompressible isotropic layers share F = diag(l, l^-1/2, l^-1/2) whatever their stiffness, so the exact solution is homogeneous in F with each layer carrying its own closed form: every element F within 1.05e-10 of every other, the MR layer s11 19.9670204082 MPa to 4.7e-12, the Ogden layer 0.0463320374826 MPa to 1.7e-9; judged by the other layer's closed form the Ogden layer misses by 0.998 (neg-control: the table takes effect). Every pre-existing gate value reproduced digit for digit after the refactor (single-material behaviour unchanged)
2026-10-01AT26measureconsumer neutrality, measured by artifact: nx_softtissue_gate rebuilt --build-only --release against the final lib (7a92753a) is BYTE-IDENTICAL (sha256 9dab00fe4f156e081a7a49eb87229ea7c705014486bb7a1c308073fd1bcaf390, 90607 B) to its build against the first AT26 lib state, and that artifact ran staged 19/19 GREEN: the compiler emits only reachable functions, so the FEM tier lands in no importer's binary unless it calls it. Its build is a fossil refresh only, deliberately NOT promoted (another lane's gate). Scratch rows nx_softtissue_hyper_gate_at26_staged and nx_softtissue_gate_at26_staged reaped; scratch ELFs retired reversibly to knowledge/retired/
2026-10-01AT25measurenx_gate_bite nx_sdf_tetmesh_gate over runtime/nx_sdf.nx: comparison mutant at offset 2293 compiled and was KILLED (valid_mutants=1 killed=1 not_reached=0, verdict GREEN), source restored byte-identical at 51720 B and both deployed twins restored (mutant_live=0); two later aimed bites were refused by build admission (load), UNPROVEN, nothing claimed. Gate re-promoted as 7870416d06fc4b0b54bcd4b76716b1e3b3e277ccf2cbc4453e3246c8451ff356 (148080 B, content ruler GREEN lost_from_live=0, ONE-WAY-GAIN) with the NXTET1 reader tm_read and two more teeth: what tm_write wrote reads back byte-identical, and a file cut one tetrahedron short is refused by name (length-disagrees-with-counts); /api/gate_run GREEN 33/33 path FAST on a fixture of 10 16 23 29 mm, dihedral 16.283 to 143.349 degrees, alpha=0 control 0 to 176.535. A function-scoped let in the gate had clobbered the BCC ruler's printed values (78 and 88, the magic's N and X) after its teeth had passed; renamed and re-measured 59999 and 90000 before the promote.
2026-10-01AT1measureOCTOBER ATTESTATION 2026-10-01: nx_barfresh aesthetictwin verdict FRESH, 26 of 26 bars ATTESTED, every listing read by this seat. The new surgery bar SB-SURGOUTCOME-2609 on the Europe PMC listing (newest on-subject 2026-09-18). Vendor and repository bars by re-reading their own pages: byte-identical to the September pins for VECTRA XT, DAMAE, IDOL and OpenVDB; unchanged in substance for Artec Micro II, VISIA (newest news 2026-05-22), 3dMD (newest post 2026-07-20), Crisalix, the PMC scanner paper, Courage and Khazaka, FEBio and Human Generator; GitHub API last pushes GauHuman 2024-07-04, Ani3DHuman 2026-06-03, 3D-face-morph 2024-04-29 and Warp 2026-09-30; UE5 stable still 5.8 of 2026-06-17. The arXiv bars through arxiv.org search and OpenAlex because export.arxiv.org answered 429 all morning: head avatars, landmarks and attractiveness 2026-09, face capture 2026-08 (FaceSnap), craniofacial 2026-08, skin 2026-06 (Spectral SSS). Two bars re-dated from 2026-09 to 2026-07, MB8 onto its own face-scanning listing and SB-FACEANAT-2609, because September was GNM Head's v3 revision date and the listing's September rows are homonyms on the word face. RANK by nx_compare_rank (artefact sha256 afb164ca, target 1.0 milestone M2): critical path #1 AT3 averageness against a population mean face (fa_averageness_axis, priority 3000), #2 AT6 cervicomental angle (bp_cervicomental, 533), #3 AT5 neoteny axis (fa_neoteny_axis, 133); staged later AT10 person licence chain (4000), AT9 licensed marker oracle (3066), AT18 procgen composite prototype (2000); the surgery chain sits outside 1.0 with AT25 and AT26 counted done by symbol, AT27 GPU tissue kernel 1000, AT29 landmark morph 120 and AT28 surrogate predictor 12; FINISH AT2 is gate-only; PM filed 3 of the top 3
2026-10-01AT28queueSURGERY CHAIN PRIORITY: the operator named the cosmetic-surgery win level the primary investment, yet the ranker stages AT27 (1000), AT29 (120) and AT28 (12) after the 1.0 likeness axes because the milestone ladder and the rival columns put them there. The fix belongs on the board as data, never as a bent cost model: either a sponsor row carrying the operator's verbatim words (humans have the most value in digital twinning, the cosmetic-surgery win level) naming AT26 to AT29, or the surgery chain moved into milestone M2; and a rung for a licensed paired pre and post-operative 3D cohort (face and breast) under AT28, because without held-out pairs none of the SB-SURGOUTCOME-2609 numbers (1.07 mm, 1.17 mm, 73 percent within 10 percent, 7.52 percent) can be measured against the estate. Next step for the board owner: land the sponsor or milestone row, then re-run nx_compare_rank aesthetictwin
2026-10-01AT25landGate re-promoted as 7ff45c9da6d5d3f8ce43b595c31032a691ccfe0607b4cc641ac4362f5afb1c84 (148544 B; content ruler lost_from_live=0, ONE-WAY-GAIN) with three known-answer teeth that hold the subject's violation thresholds to the paper's own alpha_long 0.203 for primal-primal and dual-dual edges and alpha_short 0.357 for dual-primal edges [at25_latticecleaving], carried in the gate independently of the subject's constants; offc installed, /api/gate_run GREEN 36/36 path FAST with source_newer 0 on a clock fixture of 10 15 22 29 mm, dihedral 16.629 to 145.339 degrees, alpha=0 control 0 to 178.317. Declared in the nx_sdf.nx header, comment only: the paper's 3.8 summary warps every violated vertex to the centre of mass of all its violating interfaces, while this warps to the single closest cut when the violations come from one interface (the two-material rule 3.5 keeps) and to the centre of mass only across interfaces.
2026-10-01AT25queueAimed mutation of the new code is UNPROVEN, nothing claimed: nx_gate_bite nx_sdf_tetmesh_gate nx_sdf.nx 2 aim sdf_tm_alpha 0 was refused by build admission four times (load above the conf ceiling while the 16K panorama render ran). The unaimed bite stands (killed=1 at a comparison site in the incumbent eval, source and twins restored). Next step: re-run that exact aimed command when admission grants; the alpha KAT teeth added in 7ff45c9d are the ones that site should kill (a dual-dual edge read as short returns 357000 against the paper's 203000).
2026-10-01AT1queueHOMONYM HAZARD ON TWO RE-DATED BARS: SB-FACEANAT-2609 and MB8 now carry 2026-07 because their listings' September rows are homonyms on the word face (some inside cs.CV, so a category cls row cannot exclude them) and GNM Head's September date is its v3 revision. The next nx_frontier_scan attest of arxiv_faceanat_202609 or arxiv_facescan_search_202610 can write newest 2026-09 from a homonym and turn both bars STALE, which makes nx_compare_rank refuse this board. Before that run: narrow both ref queries to a head-model, skull or musculoskeletal term, and check which Atom date the arXiv row reads (researchreach RR22 queue row 1790827831). Also queued there: the attest verdict that acquits on full abstention (RR2 row 1790827800) and PubMed attestation for SB-SURGOUTCOME-2609 (RR24 row 1790827830).
2026-10-01AT36measureFRAMES AND THE ESTATE-ONLY DOOR, staged build (nx_mediajudge 595608 B sha fa3ec5a2, from lib 48k, CLI 5525 B) run through registered scratch row nx_mediajudge_at36_staged into the PRIVATE report tree knowledge/private/mediajudge/<slug>/: (1) the licence-verified reference private-ref:6a8ea809 (CC BY 2.0, sha256 d421bd74) door=1 private, frames_judged=1, manifest 2485 B with 1 meta + 2 tasset + 3 tier + 2 lic + the ESTATE-ONLY flag row + 1 proposal-candidate row + 14 judge rows + 1 frame row, overlay PNG 1659662 B; the photo ruler placed a face and an eye pair on a beach scene whose people are small (tilt R -199, L 533 deg10, fissures 106 and 69 px: implausible, the ruler is not a scene detector) and the YCbCr skin ruler admitted 409432 of 790102 px = 518 permil, the sand defect measured earlier tonight, while the outside oracle's row beside ours (nx_refstill oracle against private-ref:6a8ea809, 13 boxes) scores the same YCbCr rule at skin recall 938 and false admission 395 permil on the oracle's sand, rock, towel and hair boxes and the GR62 two-chromophore model at 831 and 151 permil; (2) the estate's own render nx_twinface render 42 0 (512x384, PNG 95255 B, skin 130,98,70) eyes=2 mouth=1 tilt R 117 L 68 deg10, ICI 316, ICF 925, lip 615, symmetry 875, skin ITA 392, 15 judge rows, frames_judged=1, manifest 2552 B. Both results carry the ESTATE-ONLY flag and a proposal-candidate row (talent 0 = unidentified until the licensing flow names the person)
2026-10-01AT36retractthe AT36 rung text (the annotated frame publishes as an asset page on nishifamily.com) and log 1789665500 (two PUBLISHED-VERIFIED public pages, private-ref:09b9baad and private-ref:09b9baad) are retracted under the operator's likeness policy of 2026-09-30: an identity result is ESTATE-ONLY, private in the vault or behind the estate login, and its only use without a grant is a proposal shown privately to the depicted person (verbatim: we are showing tech demos of existing public photos of their work not pushing it on live sites). Enforced the same hour: the private-ref:09b9baad report directory was retired reversibly by nx_retire_path to private-ref:09b9baad (deleted=0, reversible=1); private-ref:09b9baad answered RETIRE-ABSENT (no public copy left); the media directory now lists 0 entries; and the judge library's own door now refuses any output directory with a sites/ path segment unless nx_rights_ledger answers a current grant for (talent, WEB_GALLERY), so the standing mediaflow plan for private-ref:09b9baad (outdir under sites/) is refused at its judge step by name rather than republishing
2026-10-01AT36landONE ROW PER SAMPLED FRAME AND THE ESTATE-ONLY DOOR, PROMOTED: nx_mediajudge sha256 fa3ec5a2 595608 B (prev banked knowledge/private/mediajudge/bank/nx_mediajudge.pre-at36-0930.elf 478768 B) and nx_mediajudge_gate sha256 3bb16746 647264 B (prev banked 505792 B beside it), _offc twins installed, /api/gate_run on the promoted gate GREEN 70/70 path FAST exit 0 (job 1790829418; the gate was 45/45). Sources: nx_mediajudge_lib.nx 48102 B sha256 28abb4df, nx_mediajudge.nx 5525 B sha256 2b5fedcd, nx_mediajudge_gate.nx 27781 B sha256 8e8afae7. Mechanism: mj_judge_frame judges every decoded frame through the same rulers and writes one overlay PNG per frame through the estate's PNG writer, one frame row (index, face, eyes, mouth, symmetry, skin ITA, skin pixels, overlay href) and a tasset row for each frame after the first; mj_gif_frames walks an animated GIF descriptor by descriptor, each frame's LZW through the estate's own gif_decode_core over a one-image buffer, composited onto the logical screen with the graphic control extension's transparency and disposal, sampled by an announced stride beyond the frame budget; APNG frames after the default image come from apng_decode; an MP4 is recognised by its ftyp box and named (codec 4, CLI exit 7 VIDEO-RECOGNISED-NO-FRAME-PATH). The likeness policy in the path: every manifest carries flag estate_only 1 and a proposal candidate row (slug, talent key, item, subject, twin record); the library's door refuses an output directory with a sites/ segment unless nx_rights_load(knowledge/store/rights-) and nx_rights_is_licensed answer a current grant for (talent, WEB_GALLERY), an unidentified subject (talent 0) refused by construction, before a byte is read or written; witnessed live on the promoted binary: judge doorcheck into sites/nishifamily/compare/aesthetictwin/media/doorcheck answered door=2 talent=0 grant=0 verdict=REFUSED-ESTATE-ONLY writes=none. Content ruler named every lost run: 3 on the CLI and 6 on the gate, all debug symbol names of shared-library functions this build does not reach (pm_eye_extremes, pm_box_mean_luma, pm_box_mean_cr are gone from today's nx_photomark_lib; sys_openat_append, gv_cat, gv_catn unreferenced); no string run lost
2026-10-01AT36measureMANIFEST ROW COUNTS, the done-rule's legs: JPEG (the licence-verified private-ref:6a8ea809 reference) 1 frame row, 14 judge rows, 2 policy rows, manifest 2485 B, 1 overlay; PNG (nx_twinface render 42) 1 frame row, 15 judge rows, manifest 2552 B, 1 overlay; GIF (an estate-made two-frame GIF: a grey 96x64 screen, then a red 24x16 rectangle drawn at 16,8 by a second image with dispose keep, 8-bit LZW codes with a clear before the dictionary widens, written by nx_mediajudge_gate; no GIF exists in knowledge/fetched, ABSENT-PROVEN, and the whole knowledge tree was UNPROVEN by its walk) through the promoted CLI into knowledge/private/mediajudge/twogif: codec 3, frames 2, frames_judged 2, 2 frame rows, 3 tasset rows, extra_rows 5, manifest 1949 B, 2 overlays, verdict JUDGED-NO-EYE-PAIR (a flat synthetic, honest); in the gate the second frame's overlay is the logical screen width with the rectangle red at 16,8 and grey outside it, composited rather than decoded standalone, while the first frame is grey there; MP4: recognised and named only, 0 frames judged (see the queue row). Private pages by nx_asset_page: private-ref:6a8ea809 5801 B (3 tiers, 14 judges, 2 lic), twinface42 5962 B (15 judges), twogif 4853 B (7 judges), each at knowledge/private/mediajudge/<slug>/index.html; the outside oracle's row beside ours for the reference is nx_refstill oracle (13 boxes: our YCbCr skin ruler admits 395 permil of the oracle's sand, rock, towel and hair pixels at 938 permil skin recall; the GR62 model 151 and 831); the private-ref:6a8ea809 original is in the vault, cid private-ref:2dfc3437, dsm private-ref:6a8ea809 The gate's VALUES block now reports the still's own skin record (L 58119, ITA 308, 29397 px); the old block printed the last control's zeros because the controls reused its record
2026-10-01AT26measureADVERSARIAL VERIFIER, METHOD CLASS RECEIPTS (reproduced on the promoted binary, nothing rebuilt): nx_filehash cmp serving root nx_softtissue_hyper_gate.elf vs _offc twin identical=1, both sha256 bbac9d80755808cc7f051c086da0b60dd8d18d43ef92751630f10a9aa34ad8f6 166905 B (nx_catalog BUILT=PROMOTED 166905 B). Re-ran /api/gate_run target=nx_softtissue_hyper_gate (job 1790829498, path FAST, exit 0, source_newer=0): passed 31/31 verdict=GREEN, five neg-controls BITE-PROVEN. Every lane figure reproduced from the emitted values: Mooney-Rivlin uniaxial relerr 2.179e-13 (l=1.5) and 6.343e-13 (l=0.7); Ogden relerr 8.708e-11 (l=1.5) and 2.010e-12 (l=0.7); Newton observed order 1.880 consistent vs 1.065 material-only tangent; implant contact force 3.0268 N, displacement l2 norm 3.2239 mm, max penetration 0 mm (bound 5.3e-11), 5 active of 49 candidates, min J 0.879. Spot arithmetic by hand from the declared inputs agrees: 2(1.5^2-1/1.5)6.8 = 21.5333 MPa, 2(0.49-1/0.7)6.8 = -12.7646 MPa, (0.0329/6.82)(1.5^6.82-1.5^-3.41) = 0.07541 MPa, shear 2(6.8+1.7)0.6 = 10.2 MPa. Board: AT26 rung row present plus 20 further AT26 rows. Outcome: CONFIRMED, no claim refuted. Scope: this is one reading of one instrument (the gate) and the hand checks re-use its closed forms, so it counts as the receipts class only
2026-10-01AT36queueTHE MP4 LEG IS NOT MET, AND THE TEST ITEM IS THE FIRST BUILD ITEM: the only MP4 in knowledge/fetched is a real person's clip whose source name is a leak site (private-ref:b7a71b7a); this lane did not open it and will not use it as a fixture, and the estate holds no H.264 encoder (only nx_h264_cavlc_enc's level coder), so the next steps are (1) an estate-made CAVLC baseline IDR (an I_PCM or I16x16-DC macroblock writer over a twinface render) muxed by nx_mp4_mux, (2) the decode leg in nx_mediajudge_lib: mes_spspps, nx_h264_parse_sps and nx_h264_parse_pps, refuse by name pps[2]==1 CABAC and sps[6]==0 interlaced, mes_first_idr, nx_h264_unescape_rbsp, nx_h264_decode_iframe (runtime/_hdl_build/nx_h264_iframe.nx, mbW sps[4]+1, mbH sps[5]+1, crop sps[2] x sps[3]), BT.601 full-range Q16 to RGB exactly as nx_cam_poster build_poster_rgb does, then mj_judge_frame per sampled sync sample (stss), (3) VP8 keyframes in WebM through nx_vp8_kf after an EBML demux
2026-10-01AT36queueGR62 COLOUR REGIONS PER FRAME ARE NOT IN THE MANIFEST YET: nx_refstill is promoted tonight (174656 B) but it decodes JPEG only and its oracle scoring lives in the CLI, so tonight the GR62 row stands beside ours at the item level (plan step 3, nx_refstill oracle). Next: import nx_refstill_lib read-only into nx_mediajudge_lib once its imports settle (nx_colorsci_lib and nx_kubelka_lib were under edit by other workflows tonight), build the model and regions once per media (rfs_model_build, rfs_regions_load), and per judged frame run rfs_measure_rgb and gr_refstill_referee on the decoded RGB, emitting region rows (frame, region, permil, L, a, b, skin ITA quartiles) and, when the oracle file is a box file, the per-box agreement of our labels with the oracle's class; then switch the skin judge from the YCbCr rule (395 permil false admission on the private-ref:6a8ea809 oracle) to the two-chromophore model (151)
2026-10-01AT25measureADVERSARIAL VERIFIER, method classes RECEIPTS and INDEPENDENT RE-DERIVATION (wave 1). RECEIPTS: nx_filehash cmp of the promoted nx_sdf_tetmesh_gate.elf and _offc/nx_sdf_tetmesh_gate.elf identical=1, both sha256 7ff45c9da6d5d3f8 148544 B; /api/gate_run target=nx_sdf_tetmesh_gate re-run (job 1790829497, path FAST, source_newer=0) exit 0 verdict GREEN passed 36/36 (nx_catalog reads REGISTERED-UNAUTHORISED: no cap names the gate, so its MCP row was not callable; a gate_run with name= was refused 400 missing target, the route field is target=). RE-DERIVATION by hand from the printed radii 12 18 23 29 mm and step 2 mm: closed-form shells 4/3 pi (r_out^3 - r_in^3) with true pi give 7238229 / 17190795 / 26535986 / 51195394 milli-mm3 and ball 102160405 against the gate's 7238227 / 17190792 / 26535980 / 51195384 / 102160383; the differences (2 to 22) are exactly the gate's pi_micro 3141592 truncation (relative 2.1e-7), so the expected values AGREE; the mesh layer volumes 7181514 + 17162224 + 26513246 + 51166670 sum to 102023654 = the printed total and the closed forms sum to the printed ball; mesh-vs-closed-form errors 7.8 / 1.7 / 0.86 / 0.56 permil, all below the sphere (mesh inside, as an inscribed piecewise-linear surface of a convex ball must be). The derived volume bound recomputed from its stated rule (band = h^2/(8(R-h)) + l^2/(6R) + 1 um, facet edge l = h + 2 max(0.203 h, 0.357 h sqrt(3/4)) = 3236 um, times 4 pi (R+band)^2) reproduces the printed tolerances EXACTLY: bone band 196 um -> 366354, muscle 128 um -> 528591 + 366354 = 894945, ball 79 um -> 839452. ANGLE RULER: re-derived the BCC lattice tetrahedron (primal 0,0,0 and 2,0,0; dual 1,1,1 and 1,1,-1) by edge-perpendicular vectors: long edges 90 deg, short edges 60 deg, matching bcc_ruler 59999 / 90000 mdeg within the 1 mdeg tolerance. The MESH dihedral extremes (16105 / 143349 mdeg) could NOT be re-derived from the output: the gate prints no vertex coordinates, so that number stands on one instrument; queue: emit the worst tetrahedron's four vertices as VALUES so the angle can be recomputed outside the ruler. Outcome: NOT REFUTED on every recomputable number
2026-10-01AT36queueTHE PAGE IS PRIVATE AND THEREFORE NOT YET VERIFIED BY nx_page_verify: the verifier fetches a public https URL and an ESTATE-ONLY report must not have one. Next: a session-bearing verify (a minted seat session presented as X-Nishi-Session, the estate's site-auth header) against a login-gated door that serves knowledge/private/mediajudge (the /vault daemon on :18200 is the natural owner); until then the three private pages are emitted and unverified, said so. Also owed: nx_plan_run mediajudge-auto refused managed-owned-definition-required (job 1790828841, execution NOT_STARTED), so the five seeded rows of plan-mediajudge-auto- (mvault classify, mediajudge judge into the private tree, refstill oracle, store_seed, asset_page emit) need their owned definition through nx_pm_owned_define create by the RACI owner (raci- row mediajudge-auto, workstreams.conf mediajudge-auto -> nx_plan_run); the seat ran the steps once as proof, not as a release. The mutation bite of the door (nx_gate_bite aim mj_door_open) was refused by build admission twice (jobs 1790829523 and 1790829671, verdict UNPROVEN, nothing compiled); the gate's door teeth have only ever passed until it runs
2026-10-01AT36queueFOR THE RIGHTS LANE AND THE LICENSING FLOW (not this lane): (1) scopes as data: nx_rights_ledger's use scopes are a sealed enum of four (MERCH, WEB_GALLERY, AD_CAMPAIGN, AVATAR_NONEXPLICIT) while the operator's deployment list is open-ended (VR, cosmetology, fine nude art, whatever the person chooses), so a conf of scopes the ledger reads, each granted by the person under a two-party contract with royalties; (2) declare the persisted grant plane in a conf (this door reads knowledge/store/rights-, absent today, so every public door default-denies); (3) a talent key assigned by the licensing flow when the person is identified (TI27 we propose to them, TI26 they submit to us), since this lane writes the proposal-candidate row with talent 0 and refuses talent 0 at every public door by construction; (4) the AT40 tw_fit of each judged frame with an eye pair belongs in the candidate row's twin-record field (pending today); (5) the auto trigger (place or flag media in the vault or gallery, then this judge runs per new cid into the private tree) is the other half of the loop and is not built here
2026-10-01AT36queueTHE BITE IS STILL OWED AND THE MEDIAFLOW DOOR NEEDS ITS OWNER: nx_gate_bite nx_mediajudge_gate runtime/nx_mediajudge_lib.nx 1 aim mj_door_open was refused by build admission four times (jobs 1790829523, 1790829671, 1790829929, 1790830064, each verdict UNPROVEN, baseline build_exit 6, nothing compiled, the deployed twins re-hashed after as the promoted 3bb16746 and fa3ec5a2), so the door's teeth and the GIF composite tooth have only passed; re-run when load clears and aim it at mj_door_open, mj_is_public_dir and mj_gif_frames. nx_mediaflow (the one-call submit) still compiles its outdir under sites/nishifamily/compare/aesthetictwin/media/<slug> and a public nx_page_verify step, so every submit is now refused at its judge step by name (exit 6 REFUSED-ESTATE-ONLY); its owner should compile the private outdir knowledge/private/mediajudge/<slug> and drop the public verify until the session-bearing verify exists
2026-10-01AT28measureADVERSARIAL VERIFY of the pm wave-1 October attest, three method classes. (1) RECEIPTS re-run: nx_barfresh cur=2026-10 verdict FRESH on aesthetictwin 26 bars, skintwin 7, softbody 3, anatomy 10, twiningest 11, graphics 7, pano360 4, every bar state ATTESTED (fresh=0, stale=0, unattested=0), so FRESH is the board verdict carried by this-month attestations, not 26 current-month bars; graphics.rank sha256 f84a967e and twiningest.rank 97b9b3b4 reproduced by nx_filehash. (2) CONTENT, nx_txtscan over the mirrors the barscan rows name: twin_hair rf_15e97f50 holds FurE dated 2026-09-28 (row says newest 2026-09); twin_fewshot rf_de88497a holds only DiGS-Avatar 2026-08-21 (row says 2026-08); graphics arxiv_co_siga2026 cmp_graphics_arxiv_co_siga2026_202610.xml holds 2609.37167 updated 2026-09-29, 29 entries published 2026-09 and 0 published 2026-10 (row says 29 and nothing October); aesthetictwin arxiv_craniofacial rf_8643dfc8 lists 15 results, the first 2608.16535, 0 abs links to 2609 (row says newest 2026-08); surg_europepmc_listing rf_570050b4 holds firstPublicationDate 2026-09-22 once and 2026-10 zero times, PMID 42782992 present. All five reproduced. (3) INDEPENDENT: nx_filehash of every SB-SURGOUTCOME-2609 mirror against its refs pin: the 11 rows grounded SB-SURGOUTCOME-2609 (surg_pubmed_abstracts, physsfinet, pinnochio, arbrea_evidence, crisalix_home, yamamichi, europepmc_listing, arxiv_listing, pubmed_abstracts_b, envisage, localize) all MATCH, plus canfield-vectra-xt cited by the bar (cmp_aesthetictwin_canfield_vectra_xt.html and rf_2bac5e10 both 688c0f84, MATCH) = 12 of 12; heads checked by title tokens (Lorange breast-augmentation efetch, PhysSFI-Net 24, PINNOCHIO 20, Arbrea title 4 and no challenge marker, Crisalix 80, Yamamichi title 4, Envisage 24, Localize 11, PEEK 6, 2606.01572 in the arXiv listing): named documents, no stub or challenge page. Caveat named: only 11 refs rows carry SB-SURGOUTCOME-2609 as grounds, the twelfth pinned source is canfield-vectra-xt grounded on another row. Outcome: not refuted.
2026-10-01AT47landnx_photomatch SHIPPED (shipped, referee grade 26 of 26, awaiting acceptance): source buildroot/runtime/nx_photomatch.nx (50990 B) built sovereign on the first compile (_build 138560 B) and PROMOTED live nx_photomatch.elf sha256 b1e44d3496f6137cebd9464a9fc9014ea5c99351a701334132998e425fab7344, registered as nx_photomatch, _offc twin installed; the gate buildroot/runtime/nx_photomatch_gate.nx (20944 B) PROMOTED nx_photomatch_gate.elf sha256 0e9ca14d3c41bc74e3943abb40b8f024dcf616f75b1674dcd4c7e4be77397849 (127442 B), registered, _offc installed, row in aesthetictwin.gates; staged run 26 of 26 GREEN and the promoted gate on the promoted organ 26 of 26 GREEN (nx_job_run, /tmp/pm_gate_promoted.out); scratch rows nx_photomatch_at47_staged and nx_photomatch_gate_at47_staged reaped (reaped 2, refused 0). Verbs: flag (path or content id, full or judge, talent, root), beat (root, budget_ms), door (content id, use scope, root, rights prefix), show, talentbk. The two doors: the inbox vault/photomatch/inbox and the vault tag photomatch:queued in vault/photomatch/tags.rows (knowledge/photomatch.conf root row: the DSM share private-ref:ad3a1980 that nx_mvault_layout names is not materialized on this NAS). Every leg is a promoted incumbent forked whole into the private item record (nx_mvault classify, nx_mediajudge judge, nx_photomark measure, nx_refstill measure, nx_twinface render) and CIEDE2000 comes from nx_colorsci_lib cs_de2000. Owner: raci- row photomatch-loop (R engineer, A architect, C referee and warden, I team), workstreams.conf photomatch-loop to nx_plan_run, plan plane plan-photomatch-loop- (4 rows: beat, journal, proposals, gate); clock row photomatchbeat put revision 260 and bound revision 261 to the promoted sha256, 180 s DERIVED from the live beat (see the conf row attempt_budget_ms)
2026-10-01AT47measureLIVE on the mirrored reference private-ref:6a8ea809 (CC BY 2.0, sha256 d421bd741b72ca0a727af920c7323127c5341e4ccabb8e96f9780875f9219cca), flagged photomatch:queued through the vault tag and picked up by the promoted beat (/tmp/pm_live_beat2.out): admitted 1, scored 1, beat_ms 135554; journal vault/photomatch/photomatch.jrnl QUEUED, JUDGED (judge-verdict-MEASURED), ATTEMPTED (attempts=1), SCORED (flag ESTATE-ONLY), one proposal-candidate row; a second beat read admitted 0 seen 1 beat_ms 2. Private report private-ref:c8dec045 photo photomark MEASURED roll 409 deg10, canthal tilt R -199 and L 533 deg10, intercanthal index 597 permil (on a full-body beach frame the face box is the whole image, so these axes are the ruler's reading of a frame it was not built for); photo refstill skin region L 49.465 a 8.086 b 10.735 over 369 permil of the frame; attempt 0 (seed 222436311, 86214 ms): render skin declared sRGB 174,119,84 to CIELAB 54.901, 17.519, 27.863, CIEDE2000 skin 11.177; render photomark MEASURED roll 0, tilts 0, intercanthal 404 permil, so axis deltas roll -409, tilt R +199, tilt L -533, intercanthal -193 permil; render refstill DECODE-FAILED (it reads JPEG only). The live outward door: nx_photomatch door WEB_GALLERY on the production ledger knowledge/store/rights- (rows 0) read REFUSED reason no-current-grant. This is the photo-match BASELINE, not a likeness: a seeded face render against a full-body photograph scores dE00 11 and four large axis deltas, which is the number every later rung must move
2026-10-01AT47queueWHAT THE ATTEMPT CANNOT DO YET, named so nobody reads the live baseline as a likeness: a skin model at SOTA fidelity, pose and soft-tissue deformation, and clothing are outside the v1 attempt, and the rungs that carry them are skintwin ST6, graphics GR59 and GR62, aesthetictwin AT25 and AT26, and softbody SB13 and SB15; the v1 attempt is an identity search over nx_twinface's seeded face identities (seed from the content id, budget from the conf row attempt_budget_ms) and a face render cannot reproduce a full-body frame. EXACT NEXT STEP for the AT40 genome fit inside the loop: nx_twinface renders by seed only and nx_twinfit axes renders in memory without writing a PNG, so add a render verb taking the seven morph percents and the skin sRGB and writing the PNG (in nx_twinface beside render), then the ritual runs nx_photomark card on the still, nx_twinfit fit on that card, renders the fitted genome and re-measures it by the same rulers as today
2026-10-01AT47queueTHE SAME-RULER GAP ON THE RENDER SIDE (graphics GR62): nx_refstill measure decodes baseline and progressive JPEG only and reads DECODE-FAILED on the twin's PNG, so today the render's skin CIELAB is the renderer's declared albedo carried through the IEC 61966-2-1 transfer function, while the photo's is refstill's measured skin region; the report says so on its skin_colour_basis line. EXACT NEXT STEP: in nx_refstill, decode through the AT33 chokepoint (pm_png_rgb in nx_photomark_lib, already JPEG and PNG) and hand the RGB to rfs_measure_rgb, so both sides of the CIEDE2000 come from one ruler; then the per-region table (skin, hair, fabric, background) replaces the single skin score. RIGHTS LANE (not this lane, queued for its owner): nx_rights_ledger holds four sealed use scopes (MERCH, WEB_GALLERY, AD_CAMPAIGN, AVATAR_NONEXPLICIT) while the operator's deployment list is open-ended (VR, cosmetology, fine nude art and whatever the person approves), so scopes as data (a conf of scopes the ledger reads, each with its contract terms) is owed; the door already refuses an unknown scope by name, so nothing opens until the scope and the person's grant both exist
2026-10-01AT47queueLOOP HYGIENE, each with its next step: (1) the clock row photomatchbeat sits in the DESIRED plane (bound revision 261) until the scheduler's next window init folds it live; verify with nx_clockjob get photomatchbeat reading plane LIVE and a fresh row in vault/photomatch/photomatch.jrnl; (2) an idle beat re-classifies every inbox file and every tagged path each beat (measured beat_ms 2 for one tagged 186 KB still), so before large video lands add a seen-set keyed on path, size and mtime, or move an admitted inbox file into its item record; (3) legs fork without a deadline (tr_run_redirect), so a hung leg hangs the beat: derive each leg's deadline from its measured cost (classify and judge about 10 s, the photo rulers about 70 s under tonight's load, one attempt 55 to 86 s); (4) a non-image type is REFUSED by name (type-video-not-wired) until the AT36 demux leg (nx_mp4_demux with nx_h264_decode_frame) feeds frames; (5) the report lives in the private vault record; the images-behind-one-click results page (login-gated, nx_asset_page) is owed; (6) placement from the laptop needs vault/photomatch/inbox as an nx_content_put destination, and the DSM share private-ref:ad3a1980 named by nx_mvault_layout does not exist, so the conf root row is repointed when it does; (7) a mutation bite of nx_photomatch_gate (nx_gate_bite with subject nx_photomatch) was not run tonight: three of the gate's builds were refused by build admission at load1 16.7 to 24.9 against 16.43
2026-10-01AT47lessonTWO TOOLS, TWO TREES, ONE BARE PATH: nx_txtscan answered the bare path knowledge/compare/aesthetictwin.gates with the buildroot copy (8113 B) while nx_fs_write appended the same bare path in the nishihost tree, where no such file existed, and so created a one-row aesthetictwin.gates that a gates-dir-first reader would have taken instead of the domain's real list. Caught by the append's own total (1148, the row alone), retired reversibly with nx_retire_path within minutes (knowledge/retired/knowledge_compare_aesthetictwin.gates-1790829244) and the row re-landed on buildroot/knowledge/compare/aesthetictwin.gates (total 9261). A write receipt's total is the cheapest witness that a bare path named the file you read; read it every time, and spell the tree in compare paths
2026-10-01AT28measureBACKFILL-HUMAN (a) the face millimetre bar inside SB-SURGOUTCOME-2609: millimetre validation against post-operative 3D now counted from THREE groups: (1) PhysSFI-Net (existing row surg_physsfinet_2026, global shape error 1.070 mm on an external cohort of 33, read at abstract level by the PM lane, affiliations not re-read here); (2) PINNOCHIO, Rensselaer Polytechnic Institute with Houston Methodist and Baylor, FULL TEXT read from the arXiv HTML (refs surg_pinnochio_2026_ft, mirror knowledge/fetched/cmp_aesthetictwin_bfh_pinnochio_2606_01572.html sha256 f094092b): fine-tuned on real postoperative surfaces, Chamfer 1.12 mm, Hausdorff 2.73 mm, 86.55 percent of facial area under 2 mm; (3) Radboud 3D Lab, Nijmegen (Berends 2025, PMID 40505289), 1.17 plus or minus 0.49 mm over 458 patients, nose 0.55 to chin 1.60 mm: the open CC BY full-text PDF is MIRRORED (refs surg_berends_radboud_2025_ft, knowledge/fetched/cmp_aesthetictwin_bfh_berends2025_radboud_fulltext.pdf sha256 bef80709, located through OpenAlex knowledge/fetched/cmp_aesthetictwin_bfh_openalex_2doi.json) but its BODY IS NOT YET READ: nx_pdf_text job 1790827977 (started 1790827900, output /tmp/bfh_berends2025.txt) was still CLAIMED at 1790830880, and the Amsterdam UMC copy answered 403; its numbers here come from the Europe PMC record. Independent count 3 groups, 1 read in full text this lane; caveat: PhysSFI-Net benchmarks against ACMT-Net, a Houston Methodist line, so its independence from PINNOCHIO rests on distinct author lists, not on affiliations read. Remaining step: read the Radboud body when that job's .claim reads DONE, or re-run nx_pdf_text on the mirror in a quiet window
2026-10-01AT28queueBACKFILL-HUMAN (b) rhinoplasty tip-projection bar: Horoz and Sariguney 2026 (PMID 42522961, J Craniofac Surg, DOI 10.1097/scs.0000000000013213) full text NOT obtainable, a PAYWALL: Europe PMC marks it Subscription required, isOpenAccess N, inEPMC N (knowledge/fetched/cmp_aesthetictwin_bfh_epmc_core_2pmid.json sha256 61ca508b) and OpenAlex lists no open location, best_oa_location null (knowledge/fetched/cmp_aesthetictwin_bfh_openalex_2doi.json sha256 ff02813c); its record reports dorsal-contour discrepancies of about 1 to 3 mm between simulation and outcome and tip ptosis as 8 of 25 revisions, but no tip-projection sign. Read in full instead: the Atiyeh 2026 review (American University of Beirut, PRS Global Open, refs surg_atiyeh_review_2026_ft, sha256 58d4ef5f), which records BOTH signs by software, Crisalix over-projects the tip (Yamamichi 2025) while Vectra under-projects it (Persing 2018), adds Choi et al with a simulation-to-outcome correlation of 0.842 for tip projection (read only second-hand through the review) and Adelson 2008 (columella tip angle underestimated), and calls tip projection the least reliable rhinoplasty prediction. Independent count for the sign: 2 primary groups that disagree plus 1 secondary synthesis, so the bar stays SHORT of three independent primary witnesses; the disagreement reads as software-specific. Two candidate primaries were checked and are not open: Gao 2023 BJPS and Adelson 2008 (knowledge/fetched/cmp_aesthetictwin_bfh_openalex_rhino2.json). Unblock: a library or author copy of Horoz 2026 and of Choi 2020 (PRS)
2026-10-01AT47queueTHE SCHEDULED PATH IS NOT YET PROVEN: the clock row photomatchbeat reads plane LIVE scheduled 1, ELIGIBLE, BOUND_CONTRACT to sha256 b1e44d34, interval 180, but execution_proven 0 with next_due unchanged at return time (the box sat above the build-admission load bar all evening, so a storm deferral is the likely reason; unverified). To give the first fire a witness, the estate's own twin render from the probe run (vault/photomatch/inbox/twinface_seed222436311.png, 97108 B, a synthetic face, not a person) was placed in the live inbox and left for the clock. EXACT NEXT STEP: nx_clockjob get photomatchbeat must read execution_proven 1, and vault/photomatch/photomatch.jrnl must gain QUEUED through SCORED rows for that render's content id with no seat involved; if it stays unfired, read the scheduler's deferral receipt rather than re-running the beat by hand. Also owed: the beat writes no heartbeat stamp, so an idle fire is invisible; add a truncate-written vault/photomatch/beat.stamp carrying ts and the counters, gated
2026-10-01AT28landBACKFILL-HUMAN refs rows landed this lane in aesthetictwin.refs, each mirror pinned by nx_filehash, cited here so the refs referee's inline-citation tooth sees them: [surg_pinnochio_2026_ft] (full text read) [surg_atiyeh_review_2026_ft] (full text read) [surg_berends_radboud_2025_ft] (open PDF mirrored, body not yet read)
2026-10-01AT56measurecurrent-month listing read 2026-10-01 (Europe PMC, abstract-restricted, 25 rows, pin 5259c32f): newest on-subject entry bovet2026 (Arch Sex Behav 2026-05, PMC13427934, full text read): attractiveness fell 0.48 points per 0.10 of perceived WHR, 95 percent CI 0.42 to 0.54, quadratic peak 0.44 below the observed minimum 0.47, N 1525 raters over 608 portraits. katzmarzyk2001 abstract re-read: 240 centrefolds, BMI 18.1 +/- 0.8, WHR 0.68 +/- 0.03, 70 percent underweight. voracek2002 mirrored article: WHR r 0.47 rising and BMI r -0.46 falling over 577 issues, optima stated as BMI 20 or slightly lower and WHR 0.7 or slightly lower
2026-10-01AT56landknowledge/attractive_bands.conf (3 rows whr 650..710 permil, bmi 17300..20000 milli-kg/m2, lbr -5..5 sd tenths, each with refkey and derivation); buildroot/runtime/nx_propband_lib.nx 11156 B sha256 04689e88; buildroot/runtime/nx_propband_gate.nx 9785 B; gate built sovereign and run 26/26 GREEN; PROMOTED nx_propband_gate d2cfab4f 62793 B with expect_sha256 (new organ, no live binary to diff), REGISTERED, _offc installed; refs bovet2026 and epmc_bodyattr_202610 added; matrix watch _ABSENT_:bp_propband_sample on nx_body_proc
2026-10-01AT56measureTHREE METHOD CLASSES on the lib half: (1) the gate run, 26/26 GREEN, every tooth printing actual and expected; (2) a planted mutant (pb_check upper bound doubled) went 23/26 RED, killing exactly the three above-the-band teeth, then the source was restored byte-identical (sha256 04689e88 on both the NAS and the authoring copy) and the rebuilt gate read 26/26 again; (3) the emitted values recomputed by hand: 750 over 900 is 0.8333 -> 833, 70 kg over 1.70 m squared is 24.22 -> 24221 milli, 52 kg is 17.99 -> 17993, 710 - 650 + 1 = 61 distinct sampler values
2026-10-01AT56lessona research fetch written to a mirror filename that a pinned ref already owned OVERWROTE the pinned bytes (cmp_aesthetictwin_singh1993.json, twice, once with an unrelated paper from a guessed PMID); restored byte-exact from the published refs copy under sites/nishifamily/compare/aesthetictwin/refs/ (sha256 7a181099 = the pin). Grep the refs file for a mirror name BEFORE fetching to it, and never fetch by a guessed PMID: three guessed ids returned three unrelated papers (Pavlovian learning, Kenyan malaria, platelet aggregation)
2026-10-01AT56queueNEXT STEP, exact: (a) nx_body_proc gains bp_propband_sample that loads knowledge/attractive_bands.conf once through pb_load and, per body, draws WHR, BMI and LBR with pb_sample from the body seed hash, mapping WHR onto the waist and hip half-breadth coefficients (body_dimorphism.conf D2..D5) and LBR onto D19, refusing to emit when the table refuses; (b) a girth ruler on the emitted mesh (ring perimeter at the waist minimum and the hip maximum stations; nx_curvebench measure reports WHR from silhouette WIDTHS, which is not the published girth WHR, so it is a second method, not the ruler); (c) the gate emits N seeded bodies and asserts every measured ratio inside its band and the spread covering at least half of each band, with a neg-control body forced outside. BMI needs a mass model (volume times a declared density row) before it can be measured from a mesh
2026-10-03AT56landTHE PRIVATE REFERENCE STORE FOR MULTIVARIATE TESTING EXISTS, PARTITIONED BY LICENCE AREA (operator 2026-10-01: "we need to be able to multivariate test so we do need copies of the images just in the reference area" and "we want to make sure that we actually keep media sources in their proper license areas not just reference things"): private-ref:81f02c0a (one row per image: id, source URL, licence and restrictions copied from the source's own Commons extmetadata, attribution, sha256 pin, bytes, use, also_at, privacy=private, area) with the operator's example Commons file private-ref:052c57ab admitted (CC BY-SA 4.0, 385722 B, sha256 c69c4209, filed in private/cc-by-sa/) beside private-ref:6a8ea809 (CC BY 2.0, private/cc-by/); areas and their obligations are rows of private-ref:5c6374be; nx_refarea check refuses any public use of a private row by name and nx_refarea_gate 40/40 proves the licence refusals and the publisher fence (graphics.plan log 1791041900-1791041904 carries the method classes). Experiment rows cite an image by its store id only, so the board carries numbers, never a picture
2026-10-03AT56queueOPERATOR EXAMPLE SETS ("in a range like how mike dowson or page3.com or playboy etc have a range of beauty"): those publications are OUTSIDE ORACLES for the proportion bands of knowledge/attractive_bands.conf, never sources of copied images unless their own terms permit a copy. Exact next steps: (1) for each named publisher, fetch and READ its terms of use through nx_research_fetch and record the verdict as a row (copy permitted for private reference: yes/no, with the clause quoted from the mirrored bytes); (2) only where a copy is permitted, ingest into private-ref:a74101e4<area>/ (an all-rights-reserved item lands in reserved: private reference and scoring only, never shared) with a manifest row, use=scoring-oracle; where it is not permitted, measure nothing from those images and use only published numeric summaries the publisher itself states; (3) the proportion experiment over the store needs landmarks (waist, hip, shoulder, leg) that nx_refstill does not measure: a landmark ruler (silhouette widths are not girths, as the 1790861104 row says) is the instrument owed before any proportion observation set is honest; (4) nothing from these sets reaches any public surface (ecosystem EC85: no contract, no live takedown path)
2026-10-03AT56landWHR AXIS WIRED IN THE INCUMBENT EMITTER: nx_body_proc gains the verb propband (nx_body_proc propband <out> <sex> <build> <musc> <noise> <seed> ...): the bands load through pb_load with the refs resolved by nx_comparetree_lib, the per-body hash comes from a COPY of the PRNG state (every other ring untouched), pb_sample draws the target WHR, and bp_pb_waist solves the waist half-breadth in [AT7 bone floor, hip ring] so the emitted GIRTH ratio (after the torso part noise, through the one bp_noised the emitter also uses) is inside the band and closest to the target; unreachable refuses exit 6 by name, an unloadable table exit 7. New lib buildroot/runtime/nx_girth_lib.nx (ellipse perimeter by Ramanujan 1914 and by the Gauss-Kummer series, plus gl_canon_whr: hip = first local girth maximum of the torso rings, waist = next local minimum, no typed heights). New end-to-end gate nx_propband_body_gate. PROMOTED nx_body_proc 84188f48 94504 B (expect_sha256, prev banked), nx_offc_install installed=1; PROMOTED nx_propband_body_gate 00bea218 75746 B, REGISTERED, _offc installed; scratch row nx_propband_body_gate_staged REAPED. Pre-change source and binary banked by hash at knowledge/retired/nx_body_proc.nx.pre-AT56-1791040908 and knowledge/retired/nx_body_proc.elf.pre-AT56-1791040908. Contract symbol bp_propband_sample deliberately NOT written: the done-rule covers BMI and LBR too, so the watch stays OPEN
2026-10-03AT56measureTHREE METHOD CLASSES on the whr axis. (1) gate 24/24 GREEN twice on the staged candidate and once on the PROMOTED binary (SUBJECT=nx_body_proc.elf resolved_by=argv1): 61 bodies (one per integer of the 650..710 band, noise 300), 61 exit 0, 61 measurable, 61 inside, measured min 651 max 707 (spread 56 of a 60 band), emitter claim equals gate measurement on 61 of 61, noiseless body 679, legacy body 773 reads ABOVE (neg-control on a real emitted canon), legacy canon BYTE-IDENTICAL to the pinned pre-change binary. (2) independent re-derivation: the Gauss-Kummer series agrees with Ramanujan within 0 permil on every body, and both meet the published perimeter of the 2 by 1 ellipse (9.688448220547675, P over pi 3083929 units): Ramanujan 3083921 (delta 8, the method's known 3 ppm), series 3083928, circle exact in both. (3) planted mutant (the solver predicting the waist girth WITHOUT the part noise the emitter applies) went 22/24 RED: 43 of 61 inside, measured 623..732, claim equals measurement on only 11; source restored byte-identical (size 84213, rebuild hit the cache key of the green build, artifact sha 84188f48 = the gated one) and the gate read 24/24 again. nx_contentdiff live vs candidate: lost_from_live 2, both the old allocator FATAL ENOMEM wording that the shared nx_syscalls.nx rewrote upstream (the candidate GAINS the new owned-arena FATAL lines), named and promoted with allow_capability_loss
2026-10-03AT56lessonA FIX TO THE WAIST WIDTH ALONE MOVES THE GIRTH RATIO, NOT THE SHAPE: the canon waist depth (60+g*6/10) is near its width once the waist is narrowed into the band (about 65 by 63 per mille), i.e. a nearly circular waist; the published WHR is met but the cross-section is not anatomical. Measure the waist depth-to-width ratio against an anthropometric source before calling the torso right. Also: a ring-level girth is the canon control ring, not a slice of the lofted mesh, and the two agree only as well as the loft keeps the ellipse
2026-10-03AT56queueNEXT STEP, exact: (a) BMI axis: a mass model on the emitted body (mesh volume from nx_body_gen times a declared density row with its source), then pb_bmi_milli against the bmi band, sampled by solving build; (b) LBR axis: a leg station on the canon (crotch ring y over stature) mapped to the kiire2016 sd scale with the population mean and sd as conf rows with their source, then sampled through D19 or a leg-length knob; (c) waist depth from an anthropometric depth-to-width source instead of the canon constant; (d) a mesh-slice girth ruler on nx_body_gen output as a second artifact-level method; (e) name bp_propband_sample as the entry that draws all three ratios once (b) and (a) land, so the matrix watch flips only when the whole done-rule holds; (f) add nx_propband_body_gate to the aesthetictwin gates map and the gate roster
2026-10-03AT57queueBOARD DATA LANDED 2026-10-03, no capability shipped: AT57 (duplicate) and AT58 (variation) admitted under ecosystem EC87 with roles toward T-BIC-LIKENESS and T-BIC-BODYPROP; incumbents found by nx_goalmap aesthetictwin,graphics,skintwin,softbody,twiningest duplicate variation referee (AT47 pmx_beat OPEN, AT45 lk_score PRESENT-REJECTED, AT31 pm_referee PRESENT, graphics GR62 gr_refstill_referee OPEN, GR63 gr_realrender_bench OPEN, skintwin ST1 cs_de2000 PRESENT) and the AT56 rows read. Build order, exact: (1) GR62 must land first (per-region DE2000 against a reference is the duplicate's colour axis); (2) a receipt writer beside the AT47 loop in runtime/nx_photomatch.nx (at_dup_receipt) that joins the AT45, AT44, AT31 and GR62 numbers for ONE store id and one render sha into a dup
2026-10-04AT58measureVARIATION RECEIPT ON SYNTHETIC BODIES, WAIST-TO-HIP AXIS, measured 2026-10-03. Method: nx_body_proc propset (new verb, the propband body of the same seed with the waist-to-hip GIRTH ratio the caller names, inside knowledge/attractive_bands.conf, refused by name outside it) emits the variation; nx_body_gen emits both meshes at 20000 units of stature (103824 triangles); the ratio is measured by TWO method classes, the canon's ring girths by Ramanujan 1914 (nx_girth_lib, the generator's own arithmetic) and the emitted triangles' slice girths (nx_meshslice_lib msl_slice: horizontal cut, segments linked by exact endpoint equality, polygon perimeter, no formula). Eight bodies (calibration seeds 7 11 23 37 51 at sex 500 and 1000, build 300 500 700, noise 0 300 500; gate seeds 51 382 713 chosen by the run): requested/predicted(ring)/measured(mesh) per-mille -20/-21/-20, -25/-23/-23, +25/+25/+26, -25/-26/-26, +25/+22/+21 (target 709 clipped by the band edge 710 and a 5 per-mille quantum), -23/-22/-21, -24/-26/-25, -19/-21/-21; worst measured minus requested 4 per-mille against a tolerance of half the generator quantum plus 2; worst mesh minus ring change 1 per-mille. Held axes on all eight: hip girth, bust girth, shoulder breadth, stature, crotch height and volume outside the owned band all moved EXACTLY 0, and the locality witness put every changed triangle (2535..2567 of 103824) inside the band rows 9400..14000 (canon rings 470..700, the waist knot k plus and minus two). The source number on the same axis: Katzmarzyk and Davis 2001, 240 centrefolds, WHR 0.68 plus or minus 0.03 (the AT56 band 650..710); every variation landed inside it. Receipts under /tmp/avr_s7 and /tmp/avr_cal*
2026-10-04AT58lessonA CATMULL-ROM KNOT SHAPES FOUR SPANS AND NO MORE, SO A ONE-RING VARIATION HAS AN EXACT LOCALITY, AND THE HONEST HELD-AXIS TOLERANCE IS ZERO. The waist ring is knot k of the torso loft; nx_body_gen interpolates by Catmull-Rom (bg_cmr), so the waist reaches only the spans from ring k-2 to ring k+2 (canon 470..700 per-mille), and every held station read under the half-open slice rule (a vertex in the plane counts as above, so a station ON a knot row measures exactly that row once) sits on a knot row at or outside the band. Measured on eight bodies, every held number was BYTE-identical and every changed triangle lay inside the band rows; a nonzero move is therefore crosstalk by definition, and a tolerance there would only exist to hide a leak. The receipt also carries a locality witness that compares the two meshes triangle by triangle, which catches a leak on an axis nobody declared. Second law, earned twice before landing: the widest ring above the waist on a female canon is the CHEST (99 against the acromion's 95), so a shoulder station picked as the widest ring above the waist measured the bust; the shoulder is now the widest ring above the BUST
2026-10-04AT58queueWHAT IS STILL OWED ON AT58, NAMED. (1) The done-rule starts from an AT57 DUPLICATE; today's receipt starts from a synthetic propband body because AT57 has not landed. at_var_receipt takes any two canons of one body (nx_photomatch varcheck base var delta), so the AT57 duplicate plugs in unchanged when it exists. (2) The held table carries six GEOMETRY axes; the colour and likeness axes the rung names (per-region CIEDE2000 outside the region the parameter owns, landmark NME, the AT45 likeness band) need a render of both bodies and arrive with AT57 and graphics GR62. (3) Next parameters on the same receipt: skin melanin through skintwin ST1 and graphics GR59, one joint angle of the pose, garment tension through softbody contact; each is one more generator verb that names its parameter plus one more owned-band rule. (4) ecosystem EC87 has no dv_accept organ yet; the receipt (<dir>/receipt.txt, verdict line last) is its producer and EC87 its later consumer. (5) The field's published number for measurement-controlled body editing (parametric-model measurement error, and ISO 20685-1's tolerance for 3-D-scan girths) was NOT read this month, so no exceed is claimed on T-BIC-BODYPROP; the bar row waits for a mirrored, pinned source. (6) Correction to the lesson row of 1791082950: the shoulder-station law was earned once (the seed-7 canon), not twice
2026-10-04AT58landLANDED 2026-10-03, waist-to-hip axis on synthetic bodies. nx_body_proc propset SHIPPED a82fe23a (nx_propband_body_gate 24/24 with the legacy canon byte-identical to the pinned pre-AT56 binary, nx_aesthetic_canon_gate 9/9, content ruler lost 0, behaviour IDENTICAL; pre-change binary banked at knowledge/retired/nx_body_proc.elf.pre-AT58-1791081000). New LIB buildroot/runtime/nx_meshslice_lib.nx (msl_load, msl_slice, msl_midline, msl_crotch, msl_vol6, msl_changed, msl_snap_y): the slice-girth ruler nx_girth_lib's header named as owed. nx_photomatch at_var_receipt with the var and varcheck verbs PROMOTED 11954626 (offc twin installed; nx_photomatch_gate 26/26 and nx_varreceipt_gate 52/52 on that exact artifact; behaviour IDENTICAL on talentbk; three lost runs enumerated, all upstream shared-library message rewrites with successors in the gained list: the arena sys_mmap ENOMEM wording and the seg-store SS-SR-LIST-FULL slot list; pre-change binary banked at knowledge/retired/nx_photomatch.elf.pre-AT58-1791081000). nx_varreceipt_gate PROMOTED bba0db10, registered, offc twin installed, rostered in knowledge/gateroster.conf, declared beside nx_photomatch_gate in knowledge/organ_gate.conf; bite-proven twice (a comparison mutant in nx_meshslice_lib killed; an end-to-end subject mutant in nx_photomatch killed, both deployed twins restored byte-identical). Tolerance rows var_tol_method_permil=2 and var_tol_held_ppm=0 in knowledge/photomatch.conf, each with its derivation and calibration evidence. Live check on the promoted binary from the serving root (nx_job_run, seed 97): requested -18, predicted -17, measured -17, six held axes 0, locality LOCAL, verdict=PASS (/tmp/avr_live97.out)
On these two registers. Rows are declared in the domain's plan file and carry the debt id, which is the join key back to the sovereign debt plane — that plane, not this page, is the authority on state. Reconciling them automatically (the regen reading the plane and refreshing these rows) is a named, owed rung; until it lands, treat an id here as a pointer to look up, not a status to trust.
Evidence for every claim. This is not an opinion matrix: each capability we mark present is grounded in real source and proven by a live-forked gate. See the autonomously-generated evidence page → (per-axis source lines + executed self-test verdicts) or the machine-readable evidence.json.
Honest verdict. The coverage above records source-symbol presence. Stronger comparisons are authored claims, not measured runtime superiority or accepted outcomes. A watch contract names an expected source symbol; finding it changes source discovery only. Qualification, deployment and runtime acceptance require their own evidence.

Person · product · place — not yet measured for this domain

Every compare carries this layer. Declare knowledge/compare/aesthetictwin.ppp (rows surface|nishi or c1..c4|label|url|connect naming OUR live surface and each rival's front door), run nx_ppp_probe domain aesthetictwin, and this section fills itself on the next beat: the same ruler on both sides — privacy and CX (third-party hosts, tracker classes, cookies, security headers), design and longevity (design hygiene, computed WCAG contrast, render-blocking resources, unsized media, script weight, theme and motion queries), findability (landmarks, skip link, on-site search, breadcrumb, headings, internal links).

The field — discovered, not chosen

Rows written by nx_field_discover from aesthetictwin.seeds: the industry's own lists (Wikipedia wikitext, GitHub topics, awesome lists) read mechanically, every candidate counted across seeds. The matrix columns above are a SEAT'S pick; this band is the population they were picked from, and the stats line measures one against the other. A rival here is a lead, never a verdict — it earns a column when its capabilities are read and pinned.

Discovery receipt. One row per counter the run wrote, in the receipt's own order; the rival rows follow in their own table.
Field discovery, counted
ClassCountNote
seeds4
scanned4
fetched4
reused0
failed0
named4
candidates4
mentions4
capped0
RankRivalSeedsMentionsFirst seedKindLink
1MetaHuman 5.811col1-metahumannamedhttps://dev.epicgames.com/documentation/metahuman/metahuman-5-8-release-notes-in-unreal-engine
2Character Creator 511col2-characternamedhttps://www.cgchannel.com/2025/08/reallusion-releases-character-creator-5/
3Anny11col3-annynamedhttps://europe.naverlabs.com/blog/anny-a-free-to-use-3d-human-parametric-model-for-all-ages/
4MakeHuman 1.311col4-makehumannamedhttps://github.com/makehumancommunity/makehuman

field candidates 4|shown 4 of 4|matrix columns in the field 4 of 5|discovered rivals with no column 0|malformed rows 0 (counted, never rendered)|read-capped 0

Exclusive and shared capabilities

One capability is graded on one board; every other board references it. The fleet duplicate census (nx_rivalcensus dupes, on the fleetdupes clock row) reads every board's matrix and names each capability graded as a row on two or more boards, with a home derived from evidence: rung when exactly one board's plan contracts the symbol (that board is starred), gates when no plan contracts it and exactly one board's executed gate map runs the organ's gate (that board is plussed), ambiguous when several boards carry the deciding evidence (a decision for their seats), and none when no evidence decides it, with the reason beside it: unmapped (no board of the duplicate declares a gates map; declare the maps) or unproven (a map exists and runs none of the organ's gates; gate the organ on its proving board, or declare it a shared library by policy). A home elsewhere means this board should carry an @xrow reference to the home board's row rather than a graded row of its own; a home here means the other boards should. The table is this board's slice of one estate-wide census: the shape is shared, the rows are the board's.

This board grades 90 capabilities: 74 exclusive to it and 16 shared with other boards. Shared rows on this page: 16 = home here 4 + home elsewhere 7 + ambiguous 1 + undecided 4 + refused 0 (partition 16); undecided = unmapped 0 + unproven 4 + unevidenced 0; homonyms 0; since the previous census: new 0, resolved 0. Census FRESH age_s=238.

CapabilityOrganBoards grading itHomeRuleEvidenceStanding on this board
go_image_symmetrynx_image_symmetry_lib.nxmangagen, gen, aesthetictwin—noneunprovenundecided
cjc_panelnx_charjudge_census.nxcharsim+, graphics*, aesthetictwingraphicsrungplanhome elsewhere
adopt: @xrow graphics|cjc_panel|home by rung (fleet duplicate census)
si_albedo_of_genenx_skin_ita.nxgraphics+, aesthetictwingraphicsgatesgateshome elsewhere
adopt: @xrow graphics|si_albedo_of_gene|home by gates (fleet duplicate census)
bg_parse_layersnx_body_gen.nxgraphics+, procgen, aesthetictwingraphicsgatesgateshome elsewhere
adopt: @xrow graphics|bg_parse_layers|home by gates (fleet duplicate census)
bp_load_dimorphnx_body_proc.nxgraphics, procgen, aesthetictwin+aesthetictwingatesgateshome here
emitDigitPnx_body_proc.nxgraphics, aesthetictwin+aesthetictwingatesgateshome here
bp_species_canonnx_body_proc.nxgraphics*, aesthetictwin*+aesthetictwinrungplan+gateshome here
creaturegen_build_plannx_creaturegen.nxgraphics, procgen, aesthetictwin—noneunprovenundecided
dbs_displace_freenx_dyna_bind_skin.nxgraphics*, procgen, aesthetictwingraphicsrungplanhome elsewhere
adopt: @xrow graphics|dbs_displace_free|home by rung (fleet duplicate census)
gg_statsnx_nxa_groom_gate.nxgraphics+, aesthetictwingraphicsgatesgateshome elsewhere
adopt: @xrow graphics|gg_stats|home by gates (fleet duplicate census)
bb_detail_scorenx_bodybench.nxgraphics, procgen, anatomy, aesthetictwin—noneunprovenundecided
sd_fat_poolnx_softdyn.nxprocgen*, aesthetictwin*—ambiguousplanambiguous
rp_decisionnx_realperson.nxphototwin, aesthetictwin—noneunprovenundecided
al_license_chainnx_artlicense.nxphototwin*, aesthetictwinphototwinrungplanhome elsewhere
adopt: @xrow phototwin|al_license_chain|home by rung (fleet duplicate census)
nx_anatomy_measure_bodynx_anatomy_measure.nxanatomy, aesthetictwin+aesthetictwingatesgateshome here
sk_emitnx_skullgen.nxanatomy*, aesthetictwinanatomyrungplanhome elsewhere
adopt: @xrow anatomy|sk_emit|home by rung (fleet duplicate census)

Gaps from the record — what the estate does that no board carries

The record census (nx_goalmap record) reads the invoked-tool population and every plan queue row and files each organ or directive that NO matrix, plan or gates row names. A row here is a callout the boards missed: adjudicate it onto a board or declare it infrastructure. Census state STALE (age 1396685 s), sources read 4 of 7 declared — a BLIND census is a FLOOR: unread sources can only add rows.

kindnameboardsourceevidence
directivenx_jpeg_decode_rgbaesthetictwinplan-queuerung=AT23
directivenx_jpeg_asciiaesthetictwinplan-queuerung=AT23
directivenx_mediajudgeaesthetictwinplan-queuerung=AT36
directivenx_colread_libaesthetictwinplan-queuerung=AT36
directivenx_mp4_demuxaesthetictwinplan-queuerung=AT36
directivenx_h264_decode_frameaesthetictwinplan-queuerung=AT36
directivenx_vp8_kfaesthetictwinplan-queuerung=AT36
directivenx_gen_unifiedaesthetictwinplan-queuerung=AT43
directivenx_gen_contentaesthetictwinplan-queuerung=AT43
directivenx_persongen_gateaesthetictwinplan-queuerung=AT43
directivenx_persongen_render_gateaesthetictwinplan-queuerung=AT43
directivenx_faceanat_mesh_gateaesthetictwinplan-queuerung=AT43
directivenx_faceanat_stereo_gateaesthetictwinplan-queuerung=AT43
directivenx_faceanat_texbake_gateaesthetictwinplan-queuerung=AT43
directivenx_gsplat_face_gateaesthetictwinplan-queuerung=AT43
directivenx_gsplat_aniso_gateaesthetictwinplan-queuerung=AT43
directivenx_gsplat_photofit_gateaesthetictwinplan-queuerung=AT43
directivenx_mediaflowaesthetictwinplan-queuerung=AT4
directivenx_cjc_panel_gateaesthetictwinplan-queuerung=AT8
directivenx_faceanat_scale_gateaesthetictwinplan-queuerung=AT17
directivenx_aesthetic_canon_gateaesthetictwinplan-queuerung=AT1
directivenx_facefind_gateaesthetictwinplan-queuerung=AT30
directivenx_compare_results_gateaesthetictwinplan-queuerung=AT41
directivenx_photomark_gateaesthetictwinplan-queuerung=AT44
directivenx_likeness_gateaesthetictwinplan-queuerung=AT45
directivenx_likenessaesthetictwinplan-queuerung=AT45

rows shown 26|this board's directives 26|estate-wide un-boarded organs 452 (listed in full on /compare/ecosystem)|census rows 639|malformed 0 (counted, never rendered)

References

Beyond a link list. Every reference below resolves twice — the publisher's copy and, where banked, the estate's own non-rottable library mirror with a content pin — and carries its evidence class plus the exact claim on this page it grounds. Keyed marks like [key] in the matrix notes jump here. A dash means honestly absent, never assumed.
  1. [naini2024] Naini FB. The golden ratio -- dispelling the myth. Maxillofacial Plastic and Reconstructive Surgery 46, 2 (2024). CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_naini2024.xml · pin h502065fad7eb689b7db03e06ef2b9d7f08dc78bfd812a1ca756adae47cddd4f0 · accessed 2026-08-27 · published-paperGrounds: target-canon-as-data-anthropometric-never-phi. Witnessed in the abstract of the mirrored full text: there is no convincing evidence that the golden ratio is linked to idealized human proportions or facial beauty, and no evidence to support its use in orthognathic or facial aesthetic surgical planning. This is why phi appears on the board only as REFUTED.
  2. [farkas1985] Farkas LG, Hreczko TA, Kolar JC, Munro IR. Vertical and horizontal proportions of the face in young adult North American Caucasians: revision of neoclassical canons. Plastic and Reconstructive Surgery 75(3), 328-338 (1985). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_farkas1985.json · pin h3304a75749ccb8ffb4ad39857708d7a716f4d3ac179e3709d1d8bc21e1b5c724 · accessed 2026-08-27 · published-paperGrounds: target-canon-as-data-anthropometric-never-phi. ABSTRACT-ONLY witness: nine neoclassical formulas tested in 153 young adults; the two most often valid were horizontal (interorbital width equals nose width in 40 percent, nose width equals a quarter of face width in 37 percent), the vertical profile canons fit worst, and the canons do not represent average facial proportions so their interpretation as a prescription must be tested.
  3. [tovee1999] Tovee MJ, Maisey DS, Emery JL, Cornelissen PL. Visual cues to female physical attractiveness. Proceedings of the Royal Society B 266(1415), 211-218 (1999). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_tovee1999.html · pin h394b2b93d9a2246c7323e1d40e6fe463783f47eda171cc22bc417640d60f5b54 · accessed 2026-08-27 · published-paperGrounds: adiposity-as-the-primary-body-axis. Witnessed in the mirrored article: weight scaled for height (BMI) is the primary determinant of sexual attractiveness rather than WHR, covariation of apparent BMI and WHR in earlier studies led to the overestimation of WHR, and the perimeter-area ratio of the outline is a reliable visual index of BMI. Free to read, not licensed for reuse; mirrored as evidence only.
  4. [ansur2] Penn State OPEN Design Lab (host). ANSUR II, the 2012 Anthropometric Survey of US Army Personnel -- 93 measures on 4,082 men and 1,986 women, public release 2017. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_ansur2.html · pin h33d87e139f20ffbd17d197f413557a6d8cc6ff8b694c54da8cd40845422bece0 · accessed 2026-08-27 · datasetGrounds: waist-hip-ratio-measured-never-a-0.70-target. Fetched anew through the sovereign fetcher on 2026-08-27 so this row carries its own provenance-journal entry; the charsim mirror of the same page predates the journal and reads UNPROVEN there, so reusing it would have raised the fleet ratchet. Grounds the dataset behind the estate's own 2026-07-26 parse that found zero of 1,986 women at or below WHR 0.70; that parse is the estate's own class-4 run and is cited as such, not as a published result.
  5. [anny] Baradel F, Bregier R. Anny -- a free-to-use 3D human parametric model for all ages. NAVER LABS Europe research blog, 2025. Apache 2.0. publisher · read in our library knowledge/fetched/cmp_charsim_anny.html · pin hf34c997530b459bd78b9969702266bd4afc6038ca21502e12df98e2c88d799f9 · accessed 2026-08-25 · published-paperGrounds: target-canon-as-data-anthropometric-never-phi. REUSED from the charsim board: Anny uses no scans, calibrates against World Health Organization data, and exposes age, height, weight and muscle controls -- the population-grounding bar for the canon rows and the reason its column reads Best on adiposity.
  6. [makehuman] MakeHuman Community. makehuman -- the open-source 3D human modeller, GitHub repository page (server-rendered README). Latest release v1.3.0 read live from api.github.com on 2026-08-27. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_makehuman.html · pin hcbcc678cb83ff6e25356df550348596f3783df38280231e93c083e9ed5dd2747 · accessed 2026-08-27 · source-readGrounds: target-canon-as-data-anthropometric-never-phi. The fifth column and one of the two pinned bars. Cited for existence and self-description of an open, target-driven parametric human; the anthropometric grounding of its targets is the community's, and Anny's own paper states that it builds on this base mesh.
  7. [katzmarzyk2001] Katzmarzyk PT, Davis C. Thinness and body shape of Playboy centerfolds from 1978 to 1998. International Journal of Obesity 25(4), 590-592 (2001). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_katzmarzyk2001.json · pin he3271d6b82b86e40c3dc7a9bceb04b531dfc42eaf90b4ab1207fc6267f9f2be4 · accessed 2026-08-27 · published-paperGrounds: waist-hip-ratio-measured-never-a-0.70-target. ABSTRACT-ONLY witness: 240 centrefolds, twenty-year means BMI 18.1 and WHR 0.68 with no appreciable change in either over 1978 to 1998, and 70 percent underweight. The window where WHR held; read beside voracek2002, where it did not.
  8. [voracek2002] Voracek M, Fisher ML. Shapely centrefolds? Temporal change in body measures: trend analysis. BMJ 325(7378), 1447-1448 (2002). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_voracek2002.html · pin h9daeef42143f7823edadc5ea2933d9afc33c0fedb767316f00289c7f255a59f7 · accessed 2026-08-27 · published-paperGrounds: waist-hip-ratio-measured-never-a-0.70-target. Witnessed in the mirrored article body: 577 consecutive issues from December 1953 to December 2001; bust and hip decreased while waist increased; body mass index (r minus 0.46) and bust-to-hip ratio decreased while waist-to-hip ratio (r 0.47), waist-to-bust ratio and an androgyny index increased. THE DIRECT REFUTATION of the brief's claim that centrefold WHR is invariant across decades.
  9. [gnmhead2026] Ploumpis S, Bednarik J, Zoss G, Guseinov R et al. GNM Head: A Generative aNthropometric Model of the human head. Google, released under Apache 2.0 for commercial and non-commercial use; technical report arXiv:2607.23687 dated 2026-07-28. Repository read 2026-08-28. publisher · read in our library knowledge/fetched/cmp_procgen_googlegnm.html · pin h14a4b2dfa6eb8f50c91c2dade800df25ea1312a365604215bbd091348ace287d · accessed 2026-08-28 · source-readGrounds: identity-and-expression-parameterised-separately-not-one-conflated-channel-set. Witnessed in the mirrored repository page: GNM Head is a parametric 3D statistical head model with fine-grained DISENTANGLED control over identity, expressions and head pose, and it contains controllable INTERNAL ANATOMY including eyeballs, teeth and tongue. The published dimensions are 253 identity components split 170 head plus 3 eyeball plus 80 teeth, and 383 expression components split 100 per eye plus 150 lower face plus 32 tongue plus 1 iris.
  10. [hubner2024] Hubner R, Ufken ES. Curviness is a better predictor of a woman's body attractiveness than the waist-to-hip ratio. Scientific Reports 14, 23081 (2024). CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_hubner2024.xml · pin h52b7e523d314b642163e40f733162fe0ac60ff2246bfdffdfa6e1853becb64cb · accessed 2026-08-27 · published-paperGrounds: outline-curviness-metric. Witnessed in the abstract of the mirrored full text: the WHR and curviness are not uniquely related; on line drawings differing in curviness and width, curviness is the better predictor even with a simple curvature-based measure, so the WHR is a poor measure of body curviness. The contract for the curviness watch row is this paper's measure.
  11. [lidborg2025] Lidborg LH, Boothroyd LG. A systematic review of the association between women's morphological traits and fertility. Evolutionary Human Sciences 7, e42 (2025). CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_lidborg2025.xml · pin hf0f4f4f50d8d0f1fdfc691f5cdcafe4f6dab4d75fe425c8469528e050b1dabcf · accessed 2026-08-27 · published-paperGrounds: waist-hip-ratio-measured-never-a-0.70-target. Witnessed in the abstract of the mirrored full text: 19 articles, 68 effect sizes, total N 125,062; a LESS feminine WHR may cue past fertility; no article measured facial femininity; the evidence base is too weak to support the claim that feminine morphological traits are associated with reproductive potential. Also grounds the neoteny row's trait definition (neotenous facial structure with large eyes, full lips, oval face).
  12. [lee2025] Lee P, Li J, Rafiee Y, Jones BC, Shiramizu VKM. Further evidence that averageness and femininity, rather than symmetry and masculinity, predict facial attractiveness judgments. Scientific Reports 15, 5498 (2025). CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_lee2025.xml · pin h357f9c19bae5eb392e19b2c29b0b0bbdfa77a7f6bc2e6533f97311aa00bfbe4a · accessed 2026-08-27 · published-paperGrounds: averageness-against-a-population-mean-face. Witnessed in the abstract of the mirrored full text: shape symmetry, averageness and sexual dimorphism measured from face images and their independent contributions assessed with linear mixed effects models; attractiveness was significantly predicted by averageness in male and female faces and femininity in female faces, but not by masculinity in male faces or by symmetry. The load-bearing grade for the face rows.
  13. [pentonvoak2001] Penton-Voak IS, Jones BC, Little AC, Baker S, Tiddeman B, Burt DM, Perrett DI. Symmetry, sexual dimorphism in facial proportions and male facial attractiveness. Proceedings of the Royal Society B 268(1476), 1617-1623 (2001). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pentonvoak2001.html · pin hf3270febf95bc7987e003220b4b25942327025629dde809293d29b5a5b85af42 · accessed 2026-08-27 · published-paperGrounds: bilateral-symmetry-ruler. Witnessed in the mirrored article: symmetric male faces are more attractive but not reliably more masculine, and symmetric faces possess characteristics attractive independent of symmetry that remain undefined. The older half of the symmetry disagreement, carried beside lee2025.
  14. [vandongen2012] Van Dongen S. Fluctuating asymmetry and masculinity/femininity in humans: a meta-analysis. Archives of Sexual Behavior 41(6), 1453-1460 (2012). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_vandongen2012.json · pin h32770ac7a662bf9cb0c4d32e58958ecb19e7ac3c4243fe624b6571ce2fe0e433 · accessed 2026-08-27 · published-paperGrounds: bilateral-symmetry-ruler. ABSTRACT-ONLY witness: 44 effect sizes from 16 studies, mean correlation between developmental instability and sexual dimorphism 0.04 (SE 0.05), facial masculinity or femininity unrelated to instability (r 0.01), and wide confidence intervals that make general conclusions premature. The reason the brief's genetic-shield reading of symmetry is graded CONTESTED.
  15. [perrett1998] Perrett DI, Lee KJ, Penton-Voak I, Rowland D, Yoshikawa S, Burt DM, Henzi SP, Castles DL, Akamatsu S. Effects of sexual dimorphism on facial attractiveness. Nature 394(6696), 884-887 (1998). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_perrett1998.json · pin hdd47d9ea6fb49acba8793247a463be78b8ac1b010b6a38654cab0d6a6dd83814 · accessed 2026-08-27 · published-paperGrounds: femininity-dimorphism-axis-on-the-skull. ABSTRACT-ONLY witness: subjects preferred feminized to average female face shapes across UK and Japanese populations, more strongly within population which indicates attractiveness cues are learned; feminized male faces were also preferred; the authors read a selection pressure that limits sexual dimorphism and encourages neoteny.
  16. [little2011] Little AC, Jones BC, DeBruine LM. Facial attractiveness: evolutionary based research. Philosophical Transactions of the Royal Society B 366(1571), 1638-1659 (2011). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_little2011.html · pin h5a9b7b6a97b0b778ae968b2e809dac40327f4eb50298fc58f0d28064aa94f57b · accessed 2026-08-27 · published-paperGrounds: beauty-referee-panel-one-voting-lens. Witnessed in the mirrored review: the facial characteristics that influence attractiveness judgements are symmetry, sexually dimorphic shape cues, averageness, skin colour and texture and cues to personality, with individual differences from hormones, own attractiveness, visual experience and social learning. The predictor list a referee panel must encode, read from the review rather than from the brief.
  17. [singh1993] Singh D. Adaptive significance of female physical attractiveness: role of waist-to-hip ratio. Journal of Personality and Social Psychology 65(2), 293-307 (1993). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_singh1993.json · pin h7a18109987a057e91c78c0e7a7428adddcb2e331d1a8b2a501fea529392c5f89 · accessed 2026-08-27 · published-paperGrounds: waist-hip-ratio-measured-never-a-0.70-target. ABSTRACT-ONLY witness of the ORIGINAL claim: minor changes in the WHRs of Miss America winners and Playboy playmates over 30 to 60 years, and men across ages preferring figures with lower WHR. Cited so the claim's source is on the board beside the work that revised it.
  18. [platek2010] Platek SM, Singh D. Optimal waist-to-hip ratios in women activate neural reward centers in men. PLoS ONE 5(2), e9042 (2010). CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_platek2010.xml · pin h09981b5ef382ee7372e097255682a363eafeeb143c530a567eaa01932e5c7920 · accessed 2026-08-27 · published-paperGrounds: waist-hip-ratio-measured-never-a-0.70-target. Witnessed in the abstract of the mirrored full text: fMRI of men viewing bodies surgically altered to an approximately 0.7 WHR with redistributed fat and relatively unaffected BMI; postsurgical bodies activated bilateral orbitofrontal cortex and anterior cingulate, and attractiveness ratings regressed onto nucleus accumbens activation. The brief's reward-centre claim, with its actual design and scope.
  19. [yu1998] Yu DW, Shepard GH. Is beauty in the eye of the beholder? Nature 396(6709), 321-322 (1998). Letter. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_yu1998.json · pin h95b040e082e13f2880336864adba6049fd3c018272ad74cb1ef2091121e54749 · accessed 2026-08-27 · published-paperGrounds: waist-hip-ratio-measured-never-a-0.70-target. EXISTENCE-ONLY witness: the core record carries the title, the Nature citation, indexing terms for Peru and cultural characteristics, and NO abstract, so this row proves that the cross-cultural test exists and grounds nothing about its result.
  20. [versluys2018] Versluys TMM, Foley RA, Skylark WJ. The influence of leg-to-body ratio, arm-to-body ratio and intra-limb ratio on male human attractiveness. Royal Society Open Science 5, 171790 (2018). CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_versluys2018.xml · pin hda62aac4358fb075290ad83584b6ebe8e168b9f5d3548d726846ab8a99cb6d5e · accessed 2026-08-27 · published-paperGrounds: leg-to-body-ratio-band. Witnessed in the abstract of the mirrored full text: the optimally attractive male leg-to-body ratio is approximately 0.5 standard deviations above baseline, intra-limb ratio has a weak effect, and arm-to-body ratio has no effect. Male figures, stated as such.
  21. [versluys2017] Versluys TMM, Skylark WJ. The effect of leg-to-body ratio on male attractiveness depends on the ecological validity of the figures. Royal Society Open Science 4, 170399 (2017). CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_versluys2017.html · pin h9ff86c5c7994cc71b294f6bda0ebd0c90ca77b97363a8452a6d614576602aaa1 · accessed 2026-08-27 · published-paperGrounds: referee-calibration-across-render-fidelity. Witnessed in the mirrored article: the optimally attractive ratio for silhouettes was fractionally below the baseline while for detailed computer-generated images it was approximately 0.5 standard deviations above, sensitivity was lowest for silhouettes, and the effects of limb proportions depend on the ecological validity of the figures. THE FIDELITY-FLIP FINDING that makes a per-tier referee calibration a contract rather than a preference.
  22. [kiire2016] Kiire S. Effect of leg-to-body ratio on body shape attractiveness. Archives of Sexual Behavior 45(4), 901-910 (2016). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_kiire2016.json · pin h1e9e9ba49a4ead12ce853e119a944409549429f30e0eee247f6c9dbb4c08de20 · accessed 2026-08-27 · published-paperGrounds: leg-to-body-ratio-band. ABSTRACT-ONLY witness: three-dimensional stimuli rated by 40 women and 40 men in Japan; values closest to the average ratio rated most attractive, an inverted U peaked at the average, and higher ratios more attractive in females than males.
  23. [frederick2010] Frederick DA, Hadji-Michael M, Furnham A, Swami V. The influence of leg-to-body ratio on judgments of female physical attractiveness: assessments of computer-generated images varying in LBR. Body Image 7(1), 51-55 (2010). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_frederick2010.json · pin hf699d54e0794af03da17c29162ab7a236290a6129b200be005c39ad40eed854f · accessed 2026-08-27 · published-paperGrounds: leg-to-body-ratio-band. ABSTRACT-ONLY witness: eight levels of female leg-to-body ratio within the typical human range rated by a London community sample of 207 and two US university samples of 940 and 114; mid-ranging female ratios were perceived as maximally attractive.
  24. [hamdan2025] Syed Mohd Hamdan SN, Rahmat RA, Munusamy SM, Ibrahim N. New population-specific cephalic index standards for Malaysian subadults: prevalence, growth patterns, and clinical implications from a CT imaging study. Clinics 81, 100855 (2025). CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_hamdan2025cephalic.xml · pin h7f247f08e04e03f2fd17889ba5caf68ba9cfc10f393fe69feaa8dc239406b00a · accessed 2026-08-27 · published-paperGrounds: cranial-vault-cephalic-index. Witnessed in the abstract of the mirrored full text: CI equals maximum cephalic width over length times 100 from 520 CT images; population-specific bands dolichocephalic at or below 78.8, mesocephalic 78.9 to 89.0, brachycephalic 89.1 to 94.0, hyperbrachycephalic at or above 94.1; and a significant negative correlation with age. The evidence that the index is population-classified, not a universal target.
  25. [lee2020canthal] Lee JY, Choung HW, Choung PH. Diagnostic analysis of vertical orbital dystopia and canthal tilt for surgical correction. Journal of the Korean Association of Oral and Maxillofacial Surgeons 46(6), 379-384 (2020). CC BY-NC. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_lee2020canthal.xml · pin hb3886160535c283384a5259253473563739c695218eeba8c54496b3041593cd6 · accessed 2026-08-27 · published-paperGrounds: canthal-tilt-measured-axis. Witnessed in the abstract of the mirrored full text: 76 Korean patients, mean canthal tilt 8.45 degrees right and 8.42 left, class I about 3.2 degrees, class II about 9.6, no class III; tilt defined from the inclination of the line joining lateral and medial canthi. A measured population, cited in place of the brief's clinic figure.
  26. [armijo2012] Armijo BS, Brown M, Guyuron B. Defining the ideal nasolabial angle. Plastic and Reconstructive Surgery 129(3), 759-764 (2012). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_armijo2012.json · pin hf3acbbd8c57a8013bee62f02dff3b46fd5c4085a31fdde47cc83ab7031f298ec · accessed 2026-08-27 · published-paperGrounds: nasal-vault-and-nasolabial-angle. ABSTRACT-ONLY witness: sixteen raters over altered lateral photographs; ideal female angle 97.7 plus or minus 2.32 degrees giving a band of 95.5 to 100.1, and the authors state the ideal for women is less obtuse than previously thought. One half of a disagreement carried on the board.
  27. [sinno2014] Sinno HH, Markarian MK, Ibrahim AMS, Lin SJ. The ideal nasolabial angle in rhinoplasty: a preference analysis of the general population. Plastic and Reconstructive Surgery 134(2), 201-210 (2014). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_sinno2014.json · pin h301d5c08a0b41cb3b279d4a7b661e1b353355557bb8e1037e28f1bd747c44d72 · accessed 2026-08-27 · published-paperGrounds: nasal-vault-and-nasolabial-angle. ABSTRACT-ONLY witness: 98 general-population volunteers; most aesthetic female angle 104.9 plus or minus 4.0 degrees, a band of 100.9 to 108.9, with preference for the female nose unchanged by age, sex, race or education. The other half of the disagreement.
  28. [popenko2017] Popenko NA, Tripathi PB, Devcic Z, Karimi K, Osann K, Wong BJF. A quantitative approach to determining the ideal female lip aesthetic and its effect on facial attractiveness. JAMA Facial Plastic Surgery 19(4), 261-267 (2017). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_popenko2017.html · pin hed3e2b2cd6fb282156bdeef9c72259a02acf0b0c6a9e7a016d89b8dccdd90257 · accessed 2026-08-27 · published-paperGrounds: lips-vermilion-and-upper-lower-ratio. Witnessed in the mirrored article: 428 raters over 60 morphs; the 1 to 2 upper-to-lower ratio was deemed most attractive and 2 to 1 least, the most attractive surface area was a 53.5 percent increase from baseline and equal to 9.6 percent of the lower third of the face. The measured lip target, in place of the brief's golden ratio.
  29. [babacan2025] Babacan S, Deniz M. The harmony and balance of the facial organs for a natural face beauty: a novel perspective for cosmetic/aesthetic interventions. Medicina 61(6), 958 (2025). CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_babacan2025.xml · pin hb17367a7af994ea0cb8931d8c162e4d939538beecd2dcccf4f1bb88f901f0bd7 · accessed 2026-08-27 · published-paperGrounds: mandible-width-and-chin-projection. Witnessed in the abstract of the mirrored full text: 100 volunteers, forty parameters (eight face, twelve eyes, eight nose, twelve lips) measured in the Frankfurt horizontal; significant sex differences in lower face height, palpebral fissure height, lid-to-brow distance, alar width and nasal root angle; regression equations per population and sex. This is the PMC id the brief cited as a cephalic-index source; it is not one, and it is on the board under its real content.
  30. [ellenbogen1980] Ellenbogen R, Karlin JV. Visual criteria for success in restoring the youthful neck. Plastic and Reconstructive Surgery 66(6), 826-837 (1980). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_ellenbogen1980.json · pin hc7c9b22239d63ede826a27021b2e07ebd72dd03612803a27c1c04d314d7db5d3 · accessed 2026-08-27 · published-paperGrounds: cervicomental-angle-of-the-neck. ABSTRACT-ONLY witness: visual criteria for platysma cervical lift, anterior platysma adjustment more important than posterior, subplatysmal fat excised in a heavy neck. The abstract carries NO angle figure, so the brief's 90-degree number is not grounded here and is not on the board.
  31. [abdulshakoor2021] Abdulshakoor A, Labbe D. Cervicomental angle definition in the youthful patient (less than 40 years). Annales de Chirurgie Plastique Esthetique 66(1), 69-75 (2021). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_abdulshakoor2021.json · pin h824c2ecc919fc096034b886148831e98e99e7106aa822f18f7ee67d894e56309 · accessed 2026-08-27 · published-paperGrounds: cervicomental-angle-of-the-neck. ABSTRACT-ONLY witness: patients under 40 demanding a more defined cervicomental angle, submental liposuction often insufficient, a digastric corset addressing malposition of the floor of the mouth. Surgical, not perceptual; carried as the anatomy of the axis.
  32. [delbino2018] Del Bino S, Duval C, Bernerd F. Clinical and biological characterization of skin pigmentation diversity and its consequences on UV impact. International Journal of Molecular Sciences 19(9), 2668 (2018). CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_delbino2018.xml · pin h6198580413ec02dca3f7721ef9fdd9342fbd447b316ebbddbd04d16cf669b6d2 · accessed 2026-08-27 · published-paperGrounds: skin-tone-ita-from-the-genome. Witnessed in the mirrored full text, section 1.4.2: the Individual Typology Angle computed from L star and b star classifies skin into six groups from very light above 55 degrees through light above 41, intermediate above 28, tan above 10 and brown to dark, an objective and quantitative measure of skin colour irrespective of ethnic origin. The classification nx_skin_ita implements.
  33. [metahuman58] Epic Games. MetaHuman 5.8 Release Notes in Unreal Engine (Epic Developer Community). publisher · read in our library knowledge/fetched/cmp_charsim_metahuman58.html · pin heeeda011fdc222eb262fba4b423048de4ae70c35aeaf3584798cb9b9b9640410 · accessed 2026-08-20 · vendor-docGrounds: scalp-hair-groom-and-texture. REUSED from the charsim board with its retraction intact: what survives in the mirror is joint-driven hair from guide curves via Dataflow nodes and a batch API for captured performance data; the struck joint and FACS counts are not cited here. Grounds the MetaHuman column codes.
  34. [cc5-reallusion] CG Channel, trade press (2025-08). Reallusion releases Character Creator 5. publisher · read in our library knowledge/fetched/cmp_charsim_cc5.html · pin had788f72e4811a8c3d24f1c4e48b514ccd7d6888fde94cb22201dfc2ebfbcdea · accessed 2026-08-20 · trade-pressGrounds: scalp-hair-groom-and-texture. REUSED from the charsim board with its two struck claims left struck: what is witnessed is Smart Hair and the creator-loop bar. Grounds the Character Creator column codes and nothing about subsurface or a roadmap.
  35. [mallucci2012] Mallucci P, Branford OA. Concepts in aesthetic breast dimensions: analysis of the ideal breast. Journal of Plastic, Reconstructive and Aesthetic Surgery 65(1), 8-16 (2012). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_mallucci2012.json · pin hf3dc6af92051dd973e627c5f0def5d86eeb2bdbe523059e168fad0a9a18b4de6 · accessed 2026-08-27 · published-paperGrounds: breast-shape-upper-to-lower-pole. ABSTRACT-ONLY witness: 100 consecutive models chosen for the attractiveness of their breasts; four features common to all -- upper-to-lower pole proportion 45 to 55, nipple angled upward at a mean of 20 degrees from the nipple meridian, a linear or slightly concave upper pole, a convex lower pole. The template the brief's upper-pole-fullness claim contradicts.
  36. [buccheri2026] Buccheri EM, Lanzano G, Montemurro P, Adams WP, Andree C, Bistoni G, Botti G, Cavalcanti T, Hamdi M, Heden P, Mallucci P, Manfrim C, Pacifico M, Tambasco D, de Vita R. The ideal breast: insights from a patient's survey and a global aesthetic surgery consensus at the A.M.B.E.R. Aesthetic Plastic Surgery 50(7), 2567-2577 (2026). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_buccheri2026.json · pin h8a1acb5da8c859f5de54c12f298e0baea90e985d699e4b51a8031e8ec76700dd · accessed 2026-08-27 · published-paperGrounds: breast-shape-upper-to-lower-pole. ABSTRACT-ONLY witness: 80 surgeons (70 percent European, 30 percent South American) and 369 patients rated AI-generated images; both favoured moderate volume, pronounced projection, tight cleavage and a balanced 50 to 50 upper-to-lower pole ratio, with no significant difference between European and South American surgeons. The most recent figure, and the evidence of convergence rather than a regional standard.
  37. [breasttissue] On the three-dimensional mechanical behavior of human breast tissue. Annals of Biomedical Engineering, PubMed Central PMC10116697. publisher · read in our library knowledge/fetched/cmp_charsim_breasttissue.html · pin h0855d0191997b93cdcd312d2dac89f04087ba44ab6f66bea52c7d5a6bfdc7954 · accessed 2026-08-25 · published-paperGrounds: breast-tissue-mechanics-and-ptosis. REUSED from the charsim board: adipose and fibroglandular tissue modelled as incompressible with anisotropy that could not be neglected. Subject truth for the tissue row.
  38. [wong2016] Wong WW, Motakef S, Lin Y, Gupta SC. Redefining the ideal buttocks: a population analysis. Plastic and Reconstructive Surgery 137(6), 1739-1747 (2016). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_wong2016.json · pin h880c1d93aa364d8764402be9a0a3a391e9247930f89d7edbb45ffe6f9b7e5f88 · accessed 2026-08-27 · published-paperGrounds: pelvis-and-gluteal-silhouette. ABSTRACT-ONLY witness: 1,146 responses; most attractive posterior waist-to-hip ratio 0.65 (44.2 percent) then 0.60; lateral 0.70 with the most prominent point at the midpoint, a 50 to 50 vertical ratio; no significant differences between respondent ages, genders or ethnicities.
  39. [fessler2005] Fessler DM, Nettle D, Afshar Y, Pinheiro IA, Bolyanatz A, Borgerhoff Mulder M, Cravalho M, Delgado T, Gruzd B, Correia MO, Khaltourina D, Korotayev A, Marrow J, de Souza LS, Zbarauskaite A. A cross-cultural investigation of the role of foot size in physical attractiveness. Archives of Sexual Behavior 34(3), 267-276 (2005). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_fessler2005.json · pin h2d816e972c92878597d64078f2a9d3ad0dd320f1804132fecbf13afcff1f2b05 · accessed 2026-08-27 · published-paperGrounds: foot-size-and-shape. ABSTRACT-ONLY witness: line drawings varying only relative foot size judged in nine cultures; small foot size generally preferred for females and average for males, read as preliminary support for an evolved preference.
  40. [pazhoohi2023] Pazhoohi F, Arantes J, Kingstone A, Pinal D. Neural correlates and perceived attractiveness of male and female shoulder-to-hip ratio in men and women: an EEG study. Archives of Sexual Behavior 52(5), 2123-2141 (2023). publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pazhoohi2023.json · pin h05d236aead6214174d07a9088e004e0f4e85a2d4e1d252df33e0cfc3dff139f9 · accessed 2026-08-27 · published-paperGrounds: male-body-through-the-same-dimorphism-knob. ABSTRACT-ONLY witness: larger shoulder-to-hip ratios judged more attractive than smaller regardless of stimulus and participant sex, with EEG activity modulated by the ratio for male but not female avatars. The first male canon row.
  41. [infinigen23] Raistrick A, Lipson L, Ma Z, Mei L, Wang M, Zuo Y, Kayan K, Wen H, Han B, Wang Y, Newell A, Law H, Goyal A, Yang K, Deng J. Infinite photorealistic worlds using procedural generation (Infinigen). CVPR 2023, arXiv 2306.09310. Abstract page. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_infinigen23.html · pin h0d56c24bef8010088e17204723cb3c72c4bb90718465ac8acba04ed7d46e382e · accessed 2026-08-27 · published-paperGrounds: animals-and-fantasy-through-the-same-canon. The arXiv abstract page, which can witness the abstract and nothing from the paper body: a procedural generator of photorealistic 3D scenes of the natural world. The source-level read that Infinigen ships creature genome classes and no human generator is banked on the graphics board; this row grounds the column's existence and the creature axis.
  42. [multihmr2] Baradel F, Fiche G, Weinzaepfel P. Multi-HMR 2 -- a unified framework for human-centered scene understanding. NAVER LABS Europe research blog, 2026. publisher · read in our library knowledge/fetched/cmp_charsim_multihmr2.html · pin h65ad258353a91b55bd7fe43df0d7a7114fa5ad5395d35b045b741d6014126d6d · accessed 2026-08-25 · published-paperGrounds: licensed-marker-vector-oracle-for-a-named-model. REUSED from the charsim board: multi-person mesh recovery from a single camera with metric-scale placement in the Anny representation. The reverse-direction referee for the licensed oracle, ORACLE ONLY and never product.
  43. [elararef] Nishi estate house generation: the June 2026 Elara reference render, gallery cid private-ref:a03c2e88 -- an adult fictional character generated in-house (z_image_turbo, euler, 14 steps, seed 1480332350, 832x1088, host laptop, 2026-06-14T08:27), licence-clean by construction because every byte is the estate's own output. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_elararef.png · pin h2319b4a8746f3ff806b41cd60db8cc9fd51fbf792fcc556dcb3d3ba4eace8976 · accessed 2026-08-27 · datasetGrounds: licensed-marker-vector-oracle-for-a-named-model. THE DECLARED SYNTHETIC FIXTURE for rung AT9 and the board's first reference capture, chosen by the operator. PROVENANCE IS THE ESTATE'S OWN LEDGER, NOT A FETCH: the gallery realm is auth-walled to every fetcher we hold (measured 401 even with a freshly minted M5 session token), so the mirror was copied byte-verified (NX-FILECOPY verified=1, 1,063,819 bytes) from the path galx_cid_paths.tsv line 234068 binds to this cid (/volume1/ai/images/2026-06-14/20260614_082745_8e9bbc67_1480332350_laptop.png), and the full GENREC -- prompt, negative list, seed, engine, timestamp -- is witnessed in galx_search.tsv. MEASURED 2026-08-27: percept 271, stats 313 against the corpus mean of 138, figure-region skin 578 to 592 permil, symmetry 488 from both symmetry instruments, VLM UNOBSERVABLE and abstaining. CORRECTED THE SAME DAY BY THE RUNG THAT EXISTS FOR EXACTLY THIS, AND THE CORRECTION IS PUBLISHED RATHER THAN QUIETLY REPAIRED: this row first reported percept 271 as a GOOD VERDICT against the panel's voting floor of 152. AT8 then measured that the floor of 152 was separated entirely by the corpus's eight TEXTURED rows, while its three photoreal rows all sit far above it and never tested it. This render is photoreal tier, and photoreal is NOT an admitted tier, so the panel now ABSTAINS on it by name (TIER-UNADMITTED) and 271 is a NUMBER, not a verdict. What survives unchanged is the comparison itself, stated as such: 271 sits above the 228 bar the graphics board pre-declared for its splat-avatar done-rule and near the published Mackenzie still's 281, on the same lens and the same framing. What does not survive is calling that a pass. Earning a photoreal verdict needs BAD photoreal rows in the corpus -- the tier has nine GOOD-only observations and no negative class at all. HONEST LIMIT, said before anyone re-derives it: the cid is an IDENTIFIER and is NOT the sha256 of the served bytes (the file hashes 2319b4a8), so the pin above is the file hash and the cid-to-file binding rests on the gallery's own ledger row.
  44. [facialmeas2025] Albitar H et al. 2025. Evaluation of the Relationship Between Facial Measurements and Esthetic Evaluation of the Face in Patients With Vertical Growth Pattern and Skeletal Class I Malocclusion. Cureus 17(1) e77021. CC-BY 4.0. Panel of 30 laypersons rating 60 patients, 12 per extreme group. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_facialmeas2025.xml · pin hcb2310a50d2a8f59815fc88d5d70361f755db31d2712953ee65bc97cf95583d4 · accessed 2026-08-28 · published-paperGrounds: profile-lip-protrusion-vs-the-ricketts-eline
  45. [softnorms2025] Saadeh M et al. 2025. Cephalometric Hard and Soft Tissue Norms in Lebanese Adults. Cureus 17. CC-BY 4.0. 165 adult subjects, 59 male and 106 female, mean age 23.6 plus or minus 7.6, balanced profiles and normal occlusion. States that cephalometric norms are related to race and ethnicity, which makes classical norms not applicable to all populations. Reports a female nasolabial angle of 109.15 plus or minus 8.84 degrees. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_softnorms2025.xml · pin h9afc92b06170328db9c9a77bf7553d48a03974cf76fb4718e7ef3d45938ae0c2 · accessed 2026-08-28 · published-paperGrounds: profile-lip-protrusion-vs-the-ricketts-eline
  46. [cfgrowth2025] Lifelong Craniofacial Growth: Clinical Implications for Osseointegrated Implants. Cureus 17 e92703, accepted 2025 Sep 18. CC-BY 4.0. EDITORIAL, not a primary study, and cited ONLY for the claim it makes in its own words: that craniofacial structures are never static and that the jaws and dentition undergo subtle lifelong positional changes. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_cfgrowth2025.xml · pin h2c1fe9bd20fb6b8ef4dd7f24767318460581f7fad2784072c10feb5cc2776981 · accessed 2026-08-28 · published-paperGrounds: neoteny-and-maturity-blend-axis
  47. [asjbeauty2023] Face Structure, Beauty, and Race: A Study of Population Databases Using Computer Modeling. Aesthetic Surgery Journal Open Forum (2023), ojad072, PMID 37638342, CC BY-NC 4.0. Read from the mirrored PMC full text: a 2,870-face aesthetic female database built from the For Him Magazine top-100 lists over 15 years, in the same racial proportions as a 10,000-face general-population baseline; principal component analysis of 158 parameters; PCA clusters showed NO correlation with racial demographics, while 3D cluster centroids showed a commonality of features within the aesthetic cohort that differed from the general population; the authors state a common human aesthetic proportion transcending race MAY exist but is yet to be elucidated. publisher · read in our library knowledge/fetched/rf_a61f3a5d.raw · pin hfc4ec040a7cbc65e55d5170120533ecf65ca3b9fd9d56b03b72a28f3a396af94 · accessed 2026-09-02 · published-paperGrounds: composite-prototype-and-averageness: a top-list oracle class is a population to fit statistically, not a face to copy
  48. [pallett2010] Pallett PM, Link S, Lee K. New golden ratios for facial beauty. Vision Research 2010, 50(2), 149-154, PMC2814183. Read from the mirrored PMC full text: four paired-comparison experiments varied only the eye-to-mouth distance and the interocular distance on otherwise identical faces; individual attractiveness is optimized when the vertical eye-to-mouth distance is approximately 36 percent of face length and the interocular distance approximately 46 percent of face width, and these ratios match those of an AVERAGE face; the paper records little support for the classical golden ratio. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pallett2010.html · pin hd7079d9fe1f48920704826d3e6c558472f3074fba4b1d9695800fcd03e422218 · accessed 2026-09-02 · published-paperGrounds: facial-canon-table: the two rows of knowledge/facecanon.conf that are PINNED, and the averageness finding AT3 measures
  49. [artec-micro2] Artec 3D, Artec Micro II desktop 3D scanner for small objects, product page read 2026-09-16 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_artec_micro2.html · pin hbca2f2f9201338cf3aa6aeee0852d3821cca00f2a9f56360d0663750c5a1dd48 · accessed 2026-09-16 · vendor-docGrounds: lab-scan-mesh-to-card
  50. [metismile] SHINING 3D DENTAL, MetiSmile face scanner, product page read 2026-09-16 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_metismile.html · pin h254d88b8c28e19ddff8e85503e7fb5a56b5ad3e6dcfdd99c91ddbe8eb9c9ebb8 · accessed 2026-09-16 · vendor-docGrounds: lab-scan-mesh-to-card
  51. [canfield-visia] Canfield Scientific, VISIA 3D complexion analysis, product page read 2026-09-16 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_canfield_visia.html · pin h489d660085ba6e119c78adf951aa995e7ad66751e373e804c4977e5a2d64340f · accessed 2026-09-16 · vendor-docGrounds: lab-lesion-map-per-freckle
  52. [canfield-vectra-xt] Canfield Scientific, VECTRA XT 3D imaging system, product page read 2026-09-16 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_canfield_vectra_xt.html · pin h688c0f84acdde52fa2c0f6ffdaa264c1826392d70775989395304d1298e1c268 · accessed 2026-09-16 · vendor-docGrounds: lab-areola-and-breast-symmetry-ruler
  53. [crisalix-digital-twin] Crisalix, Digital twins in aesthetic surgery: a new frontier in personalization, vendor news page read 2026-09-16 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_crisalix_digital_twin.html · pin h0529cea63f454be1b09428a25fce0873e3e993bce58926aa75ef164a8ba0d309 · accessed 2026-09-16 · vendor-docGrounds: lab-photo-landmarker-2d-to-3d
  54. [antera3d] Miravex, Antera 3D camera for skin analysis, product page read 2026-09-16 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_antera3d.html · pin h1b4257034e434ff72caae8204b6727e617e8ec1dd40afdccb4696a8c64158ef9 · accessed 2026-09-16 · vendor-docGrounds: lab-chromophore-maps-from-rgb
  55. [damae-lcoct] DAMAE Medical, line-field confocal optical coherence tomography for in-vivo skin imaging, vendor home page read 2026-09-16 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_damae_lcoct.html · pin hc4497085e564f4d86406f15535b38320875dae6fec28166a1f43f64f8da69351 · accessed 2026-09-16 · vendor-docGrounds: lab-subsurface-layers-ingest
  56. [3dmd] 3dMD, software-driven 4D human capture and 3D reconstruction, vendor home page read 2026-09-16 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_3dmd.html · pin h7235bdac6baddaf85699483bd5ee12277a08e200adb3572660a99a82b445fc9d · accessed 2026-09-16 · vendor-docGrounds: lab-scan-mesh-to-card
  57. [arxiv-capture-202609] arXiv API listing, facial capture OR skin microgeometry OR face scanning OR skin appearance capture, sorted by submission date, 30 of 50 entries read 2026-09-16 (newest FaceSnap 2026-08-31; GNM Head 2026-07-26) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxiv_capture_202609.xml · pin h09d278ab22dc466717ad26d0be44eb5713b8783d6da86b6a096aac8466a38cc0 · accessed 2026-09-16 · mirrored-indexGrounds: lab-frontier-listing-read-monthly
  58. [pmc12370101] Comparative evaluation of the accuracy of three different three-dimensional facial scanning systems: an observational crossover study (PubMed Central PMC12370101, open access, title read from the mirror 2026-09-16) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pmc12370101.html · pin h9e4ef5c21c8479e6433f97b93b211353d776de8debaddeb1f85570769ece647b · accessed 2026-09-16 · published-paperGrounds: lab-scan-mesh-to-card
  59. [pmc12101780] The accuracy of three-dimensional facial scan obtained from three different 3d scanners (PubMed Central PMC12101780, open access, title read from the mirror 2026-09-16) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pmc12101780.html · pin hf6c2af40d05d6b30bac871daf81af16e2a1a08240afd5744d34b0c30844ab3ab · accessed 2026-09-16 · published-paperGrounds: lab-scan-mesh-to-card
  60. [ck-products] Courage and Khazaka electronic, scientific products index (the Cutometer, Corneometer and skin-mechanics instrument family), vendor index read 2026-09-16 after the product page answered a definitive 404 and the .de host redirected to .com, so the .com url is the one cited and mirrored without a hop publisher · read in our library knowledge/fetched/cmp_aesthetictwin_ck_products_com.html · pin h5111c07c14d70eb690581c22706468e01420a272943a81807f788f42485259a5 · accessed 2026-09-16 · mirrored-indexGrounds: lab-skin-mechanics-oracle
  61. [idol] Zhuang Y., Lv J. et al. IDOL: Instant Photorealistic 3D Human Creation from a Single Image, project page (title and abstract read from the mirror 2026-09-16): a feed-forward framework reconstructing an animatable 3D human from one image publisher · read in our library knowledge/fetched/cmp_aesthetictwin_idol.html · pin h045738bbd7a648c5ce07adf32c6ca235b3974c11c8513e08959cac3087196074 · accessed 2026-09-16 · published-paperGrounds: lab-single-image-to-3d-human
  62. [ict-vgl-publications] USC ICT Vision and Graphics Laboratory, publications index (the Light Stage papers: Light Stage 2.0, A Dual Light Stage, A Reflective Light Stage, The Light Stages and Their Applications to Photoreal Digital Actors), read 2026-09-16 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_ict_vgl_publications.html · pin h02d6cdf87359d0905d88486d1652bd67b0fe154d73f58d8f5838f0a95e6bee8a · accessed 2026-09-16 · mirrored-indexGrounds: lab-polarised-reflectance-capture
  63. [cvpr2026-openaccess] Computer Vision Foundation, CVPR 2026 Open Access Repository index (papers by day, 2026-06-05 to 2026-06-07, and the all-papers listing), read 2026-09-16 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_cvpr2026_openaccess.html · pin hd76d5342f3f9114484e9cceb856667feb62dc8a5a499a1c8e2e1d7f7aee1d3d9 · accessed 2026-09-16 · mirrored-indexGrounds: lab-frontier-listing-read-monthly
  64. [gh-gauhuman] GauHuman (S-Lab, NTU), GitHub repository: code for the CVPR 2024 paper, animatable clothed human avatars from monocular video with 3D Gaussian splatting (title read from the mirror 2026-09-16) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_gh_gauhuman.html · pin h605017a6c7bc7dad38e1e20590b30fd93c28a72468e55b52cf4e49f2deb3c127 · accessed 2026-09-16 · source-readGrounds: lab-monocular-video-to-gaussian-avatar
  65. [gh-3dgsavatar] 3DGS-Avatar, GitHub release repository: animatable avatars from monocular video via learned non-rigid deformation over 3D Gaussians (title read from the mirror 2026-09-16) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_gh_3dgsavatar.html · pin hb6876c6bb1f9a72666828c20601eb343bce9c44f260ccda0793fbecdced7fbd5 · accessed 2026-09-16 · source-readGrounds: lab-monocular-video-to-gaussian-avatar
  66. [gh-haha] HAHA: Highly Articulated Gaussian Human Avatars, GitHub repository: a textured mesh prior combined with Gaussian splatting for articulated bodies and hands (title read from the mirror 2026-09-16) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_gh_haha.html · pin ha47ec40a0fee1c19c5c963082af01df90bf8d82e1d17f722ec9cfd6a7fed08fd · accessed 2026-09-16 · source-readGrounds: lab-monocular-video-to-gaussian-avatar
  67. [gh-ani3dhuman] Ani3DHuman (CVPR 2026), GitHub repository: a sampling algorithm for temporally smooth photorealistic 3D human animation from a single image and a motion file (title read from the mirror 2026-09-16) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_gh_ani3dhuman.html · pin h0e1f7e7cd8f1c6fb0d3f17873de15a8e94fe8e38b8b96e517e4af2f5b941251c · accessed 2026-09-16 · source-readGrounds: lab-single-image-to-3d-human
  68. [arxiv-avatarpopup] Instant 3D Human Avatar Generation using Image Diffusion Models, arXiv 2406.07516 (abstract page read 2026-09-16): a diffusion model predicts the unseen views of a person from one photograph before a 3D avatar is built publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxiv_avatarpopup.html · pin ha8e5e12a2099712d8d717e092eacdd5bb7c9631796274b8928f8e945cf9caef8 · accessed 2026-09-16 · published-paperGrounds: lab-single-image-to-3d-human
  69. [humannova] HumanNOVA: Photorealistic, Universal and Rapid 3D Human Avatar creation, project page (title read from the mirror 2026-09-16) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_humannova.html · pin ha91144b5beb94800330801b0533512ec5a0aa380c9d4436754799fa153637d3b · accessed 2026-09-16 · published-paperGrounds: lab-single-image-to-3d-human
  70. [gh-gaussianavatars] GaussianAvatars, GitHub repository (CVPR 2024 Highlight): photorealistic head avatars with 3D Gaussians rigged to a parametric face model (title read from the mirror 2026-09-16) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_gh_gaussianavatars.html · pin hc892e00f31d75a32d7296f41dd19179b427ed17b941ad3db59966bc73c84a7bf · accessed 2026-09-16 · source-readGrounds: lab-monocular-video-to-gaussian-avatar
  71. [sota0916_sofa] SOFA Framework features (Inria and consortium) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_sota0916_sofa.html · pin h2fd25a4a031789f08f3fee9a9853a00fbfbf1df914e61a31d077b01d23e44ffe · accessed 2026-09-16 · vendor-docGrounds: fem-soft-tissue-twin
  72. [sota0916_febio] FEBio finite elements for biomechanics (nonlinear hyperelastic tissue) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_sota0916_febio.html · pin h28c2809f52a0777de57beaabfe45284b843ca0e1d874d853668c45b499ea051e · accessed 2026-09-16 · vendor-docGrounds: fem-soft-tissue-twin
  73. [sota0916_openvdb] OpenVDB sparse volumes and signed distance fields publisher · read in our library knowledge/fetched/cmp_aesthetictwin_sota0916_openvdb.html · pin h02e4e0a6b6c9088e8070cd70761730a24df1cfabecbc6002b0f4526728b6662f · accessed 2026-09-16 · vendor-docGrounds: sdf-tissue-layers
  74. [sota0916_warp] NVIDIA Warp GPU kernel framework for simulation (github) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_sota0916_warp.html · pin hc9e91d03132e5e1cfc61a8557b874b930c53c924f9ddaeebbaacd986cc0a6b26 · accessed 2026-09-16 · source-readGrounds: gpu-tissue-physics
  75. [sota0916_facemorph] 3D-face-morph open-source landmark morphing for facial plastic surgery (github) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_sota0916_facemorph.html · pin hbb4ef9c13218e896442c8758da881b48011a8ce4712e8d8d0e2fafa705f87b76 · accessed 2026-09-16 · source-readGrounds: landmark-morph-twin
  76. [sota0916_skinflaps] SkinFlaps projective-dynamics soft tissue surgical simulator (github) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_sota0916_skinflaps.html · pin h9c7bbeb0309b67be4cb0a861bcc62189f1bd379ab35ba9cc6539487049f0f494 · accessed 2026-09-16 · source-readGrounds: fem-soft-tissue-twin
  77. [sota0916_slicertissue] SlicerTissue port of the CAPS plastic-surgery finite-element code (github) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_sota0916_slicertissue.html · pin h14afb8b54a1e6f706a430d2f889ba2510bfded955698b08cad492cd9f6722a21 · accessed 2026-09-16 · source-readGrounds: fem-soft-tissue-twin
  78. [sota0916_infinigen] Infinigen procedural generation of photorealistic worlds and assets publisher · read in our library knowledge/fetched/cmp_aesthetictwin_sota0916_infinigen.html · pin hfc604ea305a74e3693b609bdf861fad6dbac7383835aee894f0a197779ed1f90 · accessed 2026-09-16 · vendor-docGrounds: procgen-anatomy-generator
  79. [livebeauty_2501] Facial Attractiveness Prediction in Live Streaming: A New Benchmark and Multi-modal Method (arXiv 2501.02509, January 2025) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_livebeauty_2501.html · pin hfdd6c4fb40364de251697520c2e3401dbf39e0d95f2da5747866d25f79c9c51d · accessed 2026-09-17 · published-paperGrounds: AT36
  80. [pmc_static_vs_dynamic] Can Beauty be Measured with Photos? A Systematic review (PMC12372678): the meta-analytic correlation between static and dynamic attractiveness ratings is r = 0.70 (95 percent CI 0.52 to 0.81), read from the mirrored text publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pmc12372678_static_vs_dynamic.html · pin h72224bcd861681a067e77e111f8d9c13bc4d3a796490b0d4837edec46ccf359c · accessed 2026-09-17 · published-paperGrounds: AT36
  81. [pmc_expression_dcnn] Scoring facial attractiveness with deep convolutional neural networks (PMC11654357) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pmc11654357_expression.html · pin hc01de92b80d5501e5087a8419837d57b694c0e8bac2a504d21c3e0bc81c3a8b1 · accessed 2026-09-17 · published-paperGrounds: AT37
  82. [pmc_fbp_landmarks] Machine Learning-Based Facial Beauty Prediction (PMC8413070) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pmc8413070_fap.html · pin hb36e646ae5102eaf52a296046819b931437d9f90b1569e4ce37e4253cd8b17dd · accessed 2026-09-17 · published-paperGrounds: AT37
  83. [scut_fbp5500_repo] SCUT-FBP5500 database release (HCIILAB): 5500 frontal faces, male and female, Asian and Caucasian, and the repository's own note that the database can be only used for non-commercial research purpose publisher · read in our library knowledge/fetched/cmp_aesthetictwin_scutfbp5500.html · pin h2226cff7b20e94e267e2fbf5781d26503ca2aa0a0926d9400ee898c5000dd27b · accessed 2026-09-17 · datasetGrounds: AT37
  84. [attractivenet_repo] AttractiveNet (gustavz): a Keras MobileNetV2 regressor for facial attractiveness scores, MIT licence publisher · read in our library knowledge/fetched/cmp_aesthetictwin_attractivenet.html · pin h0d4445a5a2a1b363fa8c9e3da7bc8b8d06695a0a21aec87037e218ac70d54507 · accessed 2026-09-17 · source-readGrounds: AT37
  85. [shapy_repo] SHAPY (muelea): 3D body shape regression with anthropometric measurements from photographs, the code repository publisher · read in our library knowledge/fetched/cmp_aesthetictwin_shapy.html · pin hb5b92d04656285a0daee9fd817c3dd486744a7fe1dd71e67eddeca7ed01d1f9f · accessed 2026-09-17 · source-readGrounds: AT38
  86. [muelea_profile] muelea on GitHub, the SHAPY author's profile handed over by the operator publisher · read in our library knowledge/fetched/cmp_aesthetictwin_muelea.html · pin hbeff5d5b23a7c649fdfeab1563d9964002892f6fed7f369117d8b7a644ecaa6c · accessed 2026-09-17 · mirrored-indexGrounds: AT38
  87. [arxiv_fap_202609] arXiv API listing for all:facial attractiveness sorted by submission date, 25 entries fetched 2026-09-17, newest 2609.02512 (2026-09-02) and 2608.24219 (2026-08-25), the last benchmark number Mamba-CNN 2509.01431 (2025-09) with Pearson 0.9187 in its abstract publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxiv_fap_202609.xml · pin h75aeef913e9eaa461a4d96e1eced42346dbe322596517bfc18d87a1ea18bd5d0 · accessed 2026-09-17 · mirrored-indexGrounds: AT37
  88. [shapy_hbw] Human Bodies in the Wild (HBW): a validation and test set for body shape estimation with ground-truth body shape (the SHAPY datasets page) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_shapy_hbw.html · pin h4f9de73141b95645265aa81a746d736d14b12333560dfa77db013f5d541bdd5d · accessed 2026-09-17 · datasetGrounds: AT38
  89. [smplx_site] SMPL-X project site (the expressive body model the SHAPY measurements are regressed over) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_smplx.html · pin hf29a7735667c7a6a36fc92df1e05f700e570c1212e1c01097bd977e1876c69d4 · accessed 2026-09-17 · vendor-docGrounds: AT38
  90. [whitehill2008] Personalized Facial Attractiveness Prediction (Whitehill and Movellan, UCSD Machine Perception Laboratory, FG 2008): nu-SVM regression from image features onto per-user ratings, Pearson correlation up to 0.45 for individual users, read from the extracted first page publisher · read in our library knowledge/fetched/cmp_aesthetictwin_whitehill2008.pdf · pin ha5ae9837898c4c65787ff0aec451cc54614023cf631c7dd43d56774bd3190ba2 · accessed 2026-09-17 · published-paperGrounds: AT37
  91. [frontiers2025_deepgeofusion] DeepGeoFusion: personalized facial beauty prediction through geometric-visual fusion (Frontiers in Computer Science, 2025): Pearson correlation, MAE and RMSE as the metrics, a 6 to 8 percent Pearson gain over conventional geometric descriptors, cross-demographic tables publisher · read in our library knowledge/fetched/cmp_aesthetictwin_frontiers2025_fap.html · pin hf6e1aecca69d0823a99c9a3a708727a4f4223ed1649bf3cca6e04529b3d90311 · accessed 2026-09-17 · published-paperGrounds: AT37
  92. [techxplore2023] Model can predict how humans perceive attractiveness in different faces with high accuracy (Tech Xplore, April 2023, on a model from Islamic Azad University in Tehran) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_techxplore2023.html · pin ha3daf80166d7c778a900e769662d4fbddcebcc6f364a94fa98edacb3b5a99cb7 · accessed 2026-09-17 · mirrored-indexGrounds: AT37
  93. [jcad_ai_beauty] What Does it Mean to Be Beautiful? Exploring the Limits of AI-Driven Beauty Assessment (JCAD, the Journal of Clinical and Aesthetic Dermatology) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_jcad_ai_beauty.html · pin h1ef19d0de4c82f92bad3c84146f33e4c52b33e7e4789c5712418dadc939b2e10 · accessed 2026-09-17 · published-paperGrounds: AT37
  94. [wiki_ue5_202609] Unreal Engine 5, encyclopedia mirror fetched 2026-09-16 by the anatomy lane and re-read from the same mirror 2026-09-18: latest release 5.8 dated 2026-06-17; MetaHuman Creator from the 3Lateral, Cubic Motion and Quixel acquisitions; used by Clair Obscur Expedition 33 and Eriksholm publisher · read in our library knowledge/fetched/cmp_gameengine_wiki_ue5_202609.html · pin hef983e30be9b58b0ebed7b253d5f00f6cf0716854db1623453b616075ed0f077 · accessed 2026-09-16 · mirrored-indexGrounds: SB-MH-2606 the best-in-class likeness bar. REUSED from anatomy.refs with the same mirror and pin, re-hashed identical 2026-09-18
  95. [infinigen_rel_202609] Infinigen release feed (princeton-vl infinigen releases.atom), fetched 2026-09-16 by the anatomy lane and re-read from the same mirror 2026-09-18: 2.0.0a2 dated 2026-08-27, nature-stable v1.3.3, indoors-stable v1.14.0, articulated-stable v1.19.0 dated 2026-08-05 publisher · read in our library knowledge/fetched/cmp_procgen_infinigen_releases_202609.xml · pin h28467a73300629b451c3640fb0062dcd099d4d660e0bf3094a0f12b2ed568e21 · accessed 2026-09-16 · vendor-docGrounds: AT1 lesson row: Infinigen is a Blender-hosted generator, so for this estate it is a bar and an oracle and never a dependency. REUSED from anatomy.refs, pin re-hashed identical 2026-09-18
  96. [arxiv_headavatar_202609] arXiv API listing, head avatar AND (gaussian OR relightable OR photorealistic), newest first, 25 of 100 entries, read 2026-09-18: MGAvatar 2609.12850 (2026-09-11, Pacific Graphics 2026 journal track) mesh-bound Gaussians with vertex-bound then face-bound binding modes; SACHA 2608.23133; Head Avatars with Dynamic Explicit Hair 2607.23861; URHead 2607.22673 (ECCV 2026); PhysHead 2604.06467 (CVPR 2026) a parametric head mesh plus strand hair simulated by physics engines with Gaussians on both publisher · read in our library knowledge/fetched/arxiv_at_headavatar_202609.xml · pin h32c3e9fd3ec6687098e91ee654f1df336d9ac85d0c82cb84d1693c53516af622 · accessed 2026-09-18 · mirrored-indexGrounds: SB-HEADAVATAR-2609
  97. [arxiv_craniofacial_202609] arXiv API listing, craniofacial AND reconstruction, newest first, 15 entries in total, read 2026-09-18: newest 2608.16535 (2026-08-17) is cephalometric landmark localization on CBCT-derived radiographs; the newest skull-to-face entry is Cranio-Diff 2606.09699 (2026-06-08, BMVC 2026); BFSM 2509.24577 the bidirectional face-skull morphable model with tissue-thickness variation; FCR 2508.18031 generative forensic craniofacial reconstruction; NICE 2512.05920 a neural implicit craniofacial model for orthognathic prediction publisher · read in our library knowledge/fetched/arxiv_at_craniofacial_202609.xml · pin hb482e17398e27d42857fb4e630bd3e115f3e562ed47045e4e4934b398d93e8ef · accessed 2026-09-18 · mirrored-indexGrounds: SB-SKULLFACE-2608
  98. [arxiv_skullface_202609] arXiv API listing, facial reconstruction AND skull, newest first, 5 entries in total, read 2026-09-18: Cranio-Diff 2606.09699 (2026-06-08) X-ray skull to face on a 120-subject 4320-pair dataset; BFSM 2509.24577 (2025-09-29) over 200 cases of CT skull, CT face and textured scan with dense ray matching registration; Superimposition-guided Facial Reconstruction from Skull 1810.00107; Latent Root Regression craniofacial reconstruction 1202.2703 (Forensic Sci Int 2011); 3D statistical facial reconstruction physics/0610167 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxiv_skullface_202609.xml · pin h4665885701e492d77fc8b5c3cdd6a051473d58dd449d8ea0e2aef537c6e4baeb · accessed 2026-09-18 · mirrored-indexGrounds: SB-SKULLFACE-2608
  99. [arxiv_faceanat_202609] arXiv API listing, face AND (anatomical OR musculoskeletal OR soft tissue), newest first, 25 entries, read 2026-09-18: the three September entries (DITTO 2609.19196, cortical sulci labeling 2609.12627, SignDino 2609.06296) are off-subject hits on the word face; the newest on-subject rows are GNM Head 2607.23687 v3 (updated 2026-09-11, published 2026-07-26), TongueReenact 2607.28039, GRAPE 2607.23657 articulated portrait mesh estimation, PINNOCHIO 2606.01572 physics-informed hyperelastic interface-volume simulation for orthognathic surgery, EmoZone-Talker 2606.15848 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxiv_faceanat_202609.xml · pin h9a307ae018da6ccbaaabd83f4664514f011d966767557cdf82c5702a17717807 · accessed 2026-09-18 · mirrored-indexGrounds: SB-FACEANAT-2609
  100. [arxiv_skin_202609] arXiv API listing, skin AND (subsurface OR chromophore OR melanin OR BRDF), newest first, 25 of 40 entries, read 2026-09-18: Spectral Subsurface Scattering from RGB via Biophysical Skin Inversion 2606.27604 (2026-06-25, Aliaga and Jarabo) a mixture-of-media skin model whose full-spectral scattering parameters are predicted from one RGB diffuse albedo for a random-walk path tracer; DIAMOND-SSS 2601.12020; HumanMaterial 2507.18385; Skin Color Measurement from Dermatoscopic Images 2504.04494; Polarimetric BSSRDF Acquisition of Dynamic Faces 2501.01980 (doi 10.1145/3687767); Comparison of Methods in Skin Pigment Decomposition 2404.00552; Hyper-Skin 2310.17911 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxiv_skin_202609.xml · pin h2210d0b45583782c03ac7974443079b046127fdd5a00563eaa16e034828fc7e2 · accessed 2026-09-18 · mirrored-indexGrounds: SB-SKIN-2606
  101. [degreef2006] De Greef S, Claes P, Vandermeulen D, Mollemans W, Suetens P, Willems G. Large-scale in-vivo Caucasian facial soft tissue thickness database for craniofacial reconstruction. Forensic Sci Int 159 Suppl 1, S126-S146 (2006), doi 10.1016/j.forsciint.2006.02.034, PMID 16563680; the same record carries Claes et al. 2006 (PMID 16540276), craniofacial reconstruction from a combined statistical model of face shape and soft tissue depths publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pubmed_degreef2006.txt · pin h8c9a5aa3aaeee899094f15565bbc3c6cd98b29548a28585d7b6153c538e6be85 · accessed 2026-09-18 · published-paperGrounds: AT46 the forensic tissue-depth field under the skin. PubMed ABSTRACT RECORD, not the full text: 967 Caucasian adults (510 women, 457 men) measured by ultrasound at 52 facial landmarks, tables of mean, standard deviation and range by sex, age and BMI, and a per-landmark multiple linear regression of thickness on age and BMI; lateral asymmetry negligible on 588 subjects
  102. [stephan2008] Stephan CN, Simpson EK. Facial soft tissue depths in craniofacial identification (part I): an analytical review of the published adult data. J Forensic Sci 53(6), 1257-1272 (2008), doi 10.1111/j.1556-4029.2008.00852.x, PMID 18783476; the record also carries part II on the sub-adult data (PMID 18783475) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pubmed_stephan2008.txt · pin hf33a35dda425eba311e03c0622d6abf1d1b9ac879c7858fbd17fe3a47ca7bf2e · accessed 2026-09-18 · published-paperGrounds: AT46 the pooled T-Table. PubMed ABSTRACT RECORD: adult data pooled across studies with weighted means and standard deviations into one soft tissue depth table (6786 individuals at pogonion); no clear secular trend, wide variation between measurement techniques, no clear non-Caucasoid clustering far from the Caucasoid means, minor sex differences
  103. [rynn2010] Rynn C, Wilkinson CM, Peters HL. Prediction of nasal morphology from the skull. Forensic Sci Med Pathol 6(1), 20-34 (2010), doi 10.1007/s12024-009-9124-6, PMID 19924578; the record also carries Rynn and Wilkinson 2006 (Am J Phys Anthropol 130(3), PMID 16425175) testing six nasal profile prediction methods publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pubmed_rynn2010.txt · pin hb88b02c753d44a02ef58f8316ef3713974866895e7e9a8739e04899e2ce11b0f · accessed 2026-09-18 · published-paperGrounds: AT46 the nose from the piriform aperture. PubMed ABSTRACT RECORD: regression equations on linear distances between bony landmarks predict nasal profile dimensions, maximum nasal width, alae and nostril position and asymmetry, from 79 head CTs pooled with 60 lateral cephalograms; the 2006 test found the Gerasimov two-tangent method best for the nasal tip
  104. [rohrich2007] Rohrich RJ, Pessa JE. The fat compartments of the face: anatomy and clinical implications for cosmetic surgery. Plast Reconstr Surg 119(7), 2219-2227 (2007), doi 10.1097/01.prs.0000265403.66886.54, PMID 17519724 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pubmed_rohrich2007.txt · pin hd4046fe1bfa36e4cf7a138a307217079ebaf7d8eff2f3977b14894dca693b4c9 · accessed 2026-09-18 · published-paperGrounds: AT46 the fat layer as compartments. PubMed ABSTRACT RECORD: thirty hemifacial cadaver dissections with methylene blue show the subcutaneous fat partitioned into discrete compartments, the nasolabial fold a discrete unit, malar fat three compartments (medial, middle, lateral temporal-cheek), the forehead three units, orbital fat three septal compartments, jowl fat the most inferior; ageing is how the compartments change
  105. [farkas_anthropometry] Farkas LG. Anthropometry of the Head and Face, 2nd edition, Raven Press, New York (1994), ISBN 0781701597; first edition Anthropometry of the Head and Face in Medicine, Elsevier (1981), ISBN 0444005579 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_openlibrary_farkas.json · pin h1e8516ceba38a01d5ed112f0365282a4a0c331cfb76e3d3c9070afa1954587f4 · accessed 2026-09-18 · mirrored-indexGrounds: AT17 the anthropometric canon the twin card measures against. CATALOGUE RECORD ONLY (Open Library works OL23534697W, OL31367318W and OL6335783W): it witnesses the book, its editions and ISBNs and none of its tables; the measured norms this board uses come from the 1985 canon paper pinned as farkas1985 and from the per-axis clinical studies already pinned
  106. [arxiv_opshown_202609] arXiv API records for the three ids Google AI Mode showed the operator on 2026-09-18, read 2026-09-18: 2403.16207 Skull-to-Face, Anatomy-Guided 3D Facial Reconstruction and Editing (Liang, Zhang, Zhao, Wang, Li; IEEE TVCG; v2 2024-12-22); 2505.10755 Procedural Generation of Articulated Simulation-Ready Assets (Infinigen-Articulated, Joshi et al., v3 2025-10-28, cs.RO); 2602.21100 Skullptor, High Fidelity 3D Head Reconstruction in Seconds with Multi-View Normal Prediction (Artru et al., Ubisoft La Forge, v3 2026-03-27) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_opshown_arxiv3.xml · pin h11b2d6d9d39133b2338667b55afdb6cbbac4105ff9bcc377865843de055e83e0 · accessed 2026-09-18 · mirrored-indexGrounds: AT46 for Skull-to-Face only: a joint tissue-thickness distribution learned on skull landmarks from scanned skull-face pairs drives a parametric face to match a given skull, with interactive global and local tissue-thickness editing. Infinigen-Articulated is robotics asset generation in Blender (18 articulated object categories) and grounds nothing on this board; Skullptor is capture-side head geometry (multi-view normal prediction feeding inverse rendering) and is a reference-geometry oracle candidate, not an inside-out synthesis method
  107. [srep2022_cranial_implant] Wu CT, Yang YH, Chang YZ. Three-dimensional deep learning to automatically generate cranial implant geometry. Sci Rep 12(1), 2683 (2022), doi 10.1038/s41598-022-06606-9, PMID 35177704, PMCID PMC8854612; shown to the operator by Google AI Mode 2026-09-18 publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pubmed_srep2022_06606.txt · pin h69161e8cee07e32039474d5f6b2e6542deb4fbb6734412e9cd6189426f0722a1 · accessed 2026-09-18 · published-paperGrounds: classification-only. PubMed ABSTRACT RECORD (the nature.com page was also fetched but arrived through three redirects, so the non-redirecting record is the mirror): an enhanced 3D autoencoder trained on pairs of CT-derived cranial models and simulated-defect twins completes a defective cranium, and the Boolean subtraction yields the implant geometry for cranioplasty. It is skull COMPLETION for surgery, not skull-to-face synthesis, and it grounds no row on this board
  108. [pmc11110948_twin_s] Shu H et al. Twin-S: a digital twin for skull base surgery (PMC11110948, author manuscript, 2024) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_pmc11110948.xml · pin he7f40b33e7b6694ccfbf6ea207e78933b663852e7a5acacacc6ff8455306462c · accessed 2026-09-18 · published-paperGrounds: classification-only. Read from the mirrored JATS XML abstract: a digital twin framework designed for skull base surgeries to raise situational awareness. It is a surgical-navigation twin, not a face model, and it grounds no row on this board
  109. [yt_artofstruggle_skull] The Art Of Struggle (YouTube channel UCMixSfOtsl3QoQq3_-84Xtg). The Secret to Realistic Faces: Skull Anatomy Explained. Published 2026-09-09, 46 views at fetch, category Entertainment. Watch-page shortDescription: master facial landmarks to build more accurate character sculpts, learn the essential skull anatomy for better proportions; keywords include facial landmarks, character sculpting, skull anatomy and sculpting proportions publisher · read in our library knowledge/fetched/op_yt_50QKymK1cgE.html · pin h2b4e653f07edecdfdb6ef6e23d4916bb3c1d61f120de48ec4cd0be0429a3b4c6 · accessed 2026-09-18 · published-courseGrounds: AT46 pedagogy for the skull-to-landmark layer. WATCH-PAGE METADATA ONLY: the auto-generated caption track exists but the timedtext endpoint returned an empty 200 body without a proof-of-origin token, so the transcript was NOT read and no claim beyond the title and description is made
  110. [yt_ninjanerd_skull] Ninja Nerd (YouTube channel UC6QYFutt9cluQ3uSM963_KQ, Professor Zach Murphy). Skull Anatomy, With Labels: Updated Version. Published 2021-02-03, 1480958 views at fetch, category Education; the description says the lecture presents the anatomy of the skull on a model with every structure labelled and links the lecture page on ninjanerd.org publisher · read in our library knowledge/fetched/op_yt_qKz3LmaxKuE.html · pin hcbf96b1bc4c29c6268c658c14a88d538dc07216d040f831397abe53d574abdbc · accessed 2026-09-18 · published-courseGrounds: AT46 the skull layer vocabulary (frontal, sphenoid, ethmoid, zygomatic, maxilla, mandible, occipital and glabella are in the page keywords). WATCH-PAGE METADATA ONLY: caption track present, the transcript endpoint returned an empty body, not read
  111. [humgen3d_home] Human Generator for Blender (humgen3d.com), product home page read 2026-09-18: the add-on for humans in Blender including outfits, hairstyles and expressions; presets and realtime sliders; pre-made particle hairstyles applied in one click; a library of customizable outfits and shoes; a one-click pose library or the full rig, Rigify compatible; one-click expressions plus a face rig with 30-plus controls and ARKit face capture from a FaceID iPhone; textures at 512px, 1024px, 4k and 8k publisher · read in our library knowledge/fetched/op_humgen3d_home.html · pin h51262138a8333bb666fe57f136326ef16b69b6bcfe26e40dccfeb2cf5498bcbc · accessed 2026-09-18 · vendor-docGrounds: SB-CTRL-LAYERS-2609 the controllable-every-layer bar. Read from the mirrored page: the product is asset and preset based with sliders (a testimonial calls it MetaHumans without the weight); the page names no melanin or redness parameter and no procedural or scan provenance for its assets, so those claims are left unmade here
  112. [humgen3d_repo] OliverJPost/HumGen3D on GitHub, main code of the Human Generator 3D add-on for Blender, read 2026-09-18: code under GPL-3.0 (139 stars, 25 forks at fetch); the README states the 3D assets and textures are included with a purchase on BlenderMarket under a royalty-free licence publisher · read in our library knowledge/fetched/op_github_humgen3d.html · pin h04111a8d543735b5b846b7df572270b519abf9ed0f56d59a5630b9c86e61e61d · accessed 2026-09-18 · source-readGrounds: SB-CTRL-LAYERS-2609 licence and provenance: GPL-3.0 code inside Blender is a third party in the build path twice over (Blender and the add-on) and the assets are purchased, so the estate cites it as a bar and an oracle only
  113. [haar_face_default] OpenCV haarcascade_frontalface_default.xml, stump-based 24x24 frontal face cascade (Lienhart), Intel licence header inside the file publisher · read in our library knowledge/fetched/cmp_aesthetictwin_haar_frontalface_default.xml · pin h0f7d4527844eb514d4a4948e822da90fbb16a34a0bbbbc6adc6498747a5aafb0 · accessed 2026-09-16 · datasetGrounds: AT30
  114. [haar_face_alt2] OpenCV haarcascade_frontalface_alt2.xml, 20x20 depth-2 tree frontal face cascade publisher · read in our library knowledge/fetched/cmp_aesthetictwin_haar_frontalface_alt2.xml · pin h7b0c967d9abbdfbde025eb9c786947d151b6426040d07a8f9562ed8fd90724b4 · accessed 2026-09-16 · datasetGrounds: AT30
  115. [haar_eye] OpenCV haarcascade_eye.xml, 20x20 stump eye cascade publisher · read in our library knowledge/fetched/cmp_aesthetictwin_haar_eye.xml · pin h71cc64fc305a355dc60067880f6fbbd43dd155bd63ee3844661a1bda34b2fd8c · accessed 2026-09-16 · datasetGrounds: AT30
  116. [haar_licence] OpenCV repository LICENSE (Apache-2.0) mirrored beside the cascade data publisher · read in our library knowledge/fetched/cmp_aesthetictwin_haar_LICENSE.txt · pin hcfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30 · accessed 2026-09-16 · vendor-docGrounds: AT30
  117. [arxiv_facealign_202609] arXiv API listing, face alignment OR facial landmark, newest first, 30 entries, read 2026-09-16 (FreqFLD 2609.10278 published 09-09, FAHCD-Net 2609.16842 published 09-15) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxiv_facealign_202609.xml · pin h5bcd128f3cbd75044d51b7e760fa0d18c0e96d29723fd3a0a6ef6dc232bb9984 · accessed 2026-09-16 · mirrored-indexGrounds: AT32
  118. [humgen3d_skin_guide] Human Generator Documentation, Guide: Skin (help.humgen3d.com is an Obsidian Publish site whose HTML page is a JS shell, so the markdown the shell loads is mirrored instead), read 2026-09-18: shipped skin texture sets at 512px, 1024px, 4K and 8K; three main sliders Tone (lighter or darker), Redness (redder or more yellow) and Saturation; normal strength and roughness sliders; a subsurface scattering on-off switch; freckles (face only) and splotches (whole body) sliders; iris and sclera colour sliders; beard shadow for males and makeup for females publisher · read in our library knowledge/fetched/cmp_aesthetictwin_humgen3d_skin_guide.md · pin hf17e5a8dda609fc08580d96f746b577b8f9bb5736ea04e4025eb018e4e684015 · accessed 2026-09-18 · vendor-docGrounds: SB-CTRL-LAYERS-2609 the skin layer's controls: artist sliders over shipped textures (tone, redness, saturation, roughness, an SSS switch, freckles, splotches), NOT measured chromophore parameters such as melanin or haemoglobin fractions; the estate's skin layer is judged against the chromophore bar instead
  119. [humgen3d_age_guide] Human Generator Documentation, Guide: Age (the markdown behind the Obsidian Publish shell), read 2026-09-18: since version 4 an age slider from about 20 to about 80 years (the numbers are indications; no children by policy), a hair colour dropdown copying the hair material sliders (lightness, redness, salt and pepper for greying) and the individual sliders the age slider drives, exposed for fine tuning publisher · read in our library knowledge/fetched/cmp_aesthetictwin_humgen3d_age_guide.md · pin h2930c6245cfab67572dfe62083673e22778f68b2817821ef8cd18056d53e8901 · accessed 2026-09-18 · vendor-docGrounds: SB-CTRL-LAYERS-2609 the age layer's controls: one composite slider over individual adjustments, an indication and not a measured trajectory; the estate's longitudinal reference (AT21) fits ageing from data
  120. [yt_ninjanerd_skull_tx] Auto-generated English transcript (2057 segments) of the Ninja Nerd lecture Skull Anatomy With Labels Updated Version by Professor Zach Murphy, fetched sovereignly through nx_yt_transcript (visionOS InnerTube client) and refereed against yt-dlp at 1000 permil text agreement over 2057 of 2057 segments publisher · read in our library knowledge/fetched/yt_qKz3LmaxKuE.en.transcript.txt · pin h0f0526d289b41175cfb93e02be3ab3442f5071abde19bcf29d27c191fa8f4efb · accessed 2026-09-19 · published-courseGrounds: AT1 skull layer vocabulary: the labelled-skull lecture naming sutures, bones and foramina
  121. [yt_artofstruggle_skull_tx] Auto-generated English transcript (1145 segments) of The Art Of Struggle lecture The Secret to Realistic Faces Skull Anatomy Explained, fetched sovereignly through nx_yt_transcript (visionOS InnerTube client), provenance-stamped in knowledge/status/fetch_provenance.jrnl publisher · read in our library knowledge/fetched/yt_50QKymK1cgE.en.transcript.txt · pin hbc417a3148cb97f8d44539e03b13fb26676800b0c5916921d6b44a7498cca311 · accessed 2026-09-19 · published-courseGrounds: AT1 skull-to-landmark layer: mapping skull anatomy to the facial landmarks used for character sculpting
  122. [yt_bryce_zbrush_skull_tx] Auto-generated English transcript (2331 segments) of the Anatomy for Digital Artists lesson Sculpting the Human Skull in ZBrush by Bryce, fetched sovereignly through nx_yt_transcript (visionOS InnerTube client), provenance-stamped in knowledge/status/fetch_provenance.jrnl publisher · read in our library knowledge/fetched/yt_MeHSoIaA060.en.transcript.txt · pin hf42854b990aae795dc18e29346c30a520d39d2c14ef8237d7d469382c422042f · accessed 2026-09-19 · published-courseGrounds: AT46 skull-first layering: a sculptor's order of work, big forms before planes before detail, read as the rule order the generator follows
  123. [yt_blender_skull_sculpt_tx] Auto-generated English transcript (1519 segments) of the lesson Sculpting Skull in Blender Tutorial, fetched sovereignly through nx_yt_transcript (visionOS InnerTube client), provenance-stamped in knowledge/status/fetch_provenance.jrnl publisher · read in our library knowledge/fetched/yt_3nlIvYys0Cw.en.transcript.txt · pin h1e1ee80086ecdfdb885062a5febaa0130d650d80d63a74b271723eb8a02a3e28 · accessed 2026-09-19 · published-courseGrounds: AT46 skull-first layering: the jaw sits inside the zygomatic width and the alveolar arch is a deep cavity, two of the substrate errors the AT46 renders showed
  124. [yt_blender_female_face_tx] Auto-generated English transcript (2805 segments) of the lesson Blender sculpting tutorial Sculpting a female face in Blender 4.5, fetched sovereignly through nx_yt_transcript (visionOS InnerTube client), provenance-stamped in knowledge/status/fetch_provenance.jrnl publisher · read in our library knowledge/fetched/yt__ESEU5iUNxM.en.transcript.txt · pin h82ab6f27cd7d6e638af2e681a6ae515d8a29a07e0bd12864f14ee0540705a7e9 · accessed 2026-09-19 · published-courseGrounds: AT45 likeness loop: the sculptor's compare-to-reference-and-adjust cycle is the human form of the referee loop, and its female-versus-male tells are candidate axes
  125. [surg_pubmed_abstracts_202610] NIH E-utilities efetch, five abstracts read 2026-10-01: Lorange, Bouhadana, Oiknine, Luc and Borsuk, 3-Dimensional Simulation for Breast Augmentation: Does the Software Actually Work?, Plast Reconstr Surg 2026 158(1):56-65 (PMID 41344311, Vectra XT, 78 patients, 154 breasts); Berends, Bielevelt, Baan, Schreurs, Maal, Xi and de Jong, Soft-tissue prediction based on 3D photographs for virtual surgery planning of orthognathic surgery, Comput Biol Med 2025 194:110529 (PMID 40505289, 458 patients); Atiyeh, Issa, Daoud and Baajour, Preoperative 3-dimensional Simulation in Aesthetic Surgery, Plast Reconstr Surg Glob Open 2026 14(8):e7999 (PMID 42559587, 17 studies); Horoz and Sariguney, Three-Dimensional Digital Planning and Long-Term Outcome Analysis in Aesthetic Rhinoplasty, J Craniofac Surg 2026 (PMID 42522961, 198 patients over 3 years); Ersan, Demirbasoglu, Kolcu and Yildiz, The impact of three-dimensional simulation and virtual reality technologies on surgical decision-making and postoperative satisfaction in aesthetic surgery, Comput Assist Surg 2026 31(1):2614532 (PMID 41518093, Crisalix, 75 patients) publisher · read in our library knowledge/fetched/rf_ef373439.raw · pin h9dd5547c4086cafc39fc1e8f6f867bf78be35e1c92d234b9e0f96d1996f30cd0 · accessed 2026-10-01 · published-paperGrounds: SB-SURGOUTCOME-2609
  126. [surg_physsfinet_2026] Bao, Liu, Zhuang, Tao, Xu, Shi, Cheng, Wang, Ku, Zeng, Du, Chen, Shen, Xiang and Yu, PhysSFI-Net: Physics-informed Geometric Learning of Skeletal and Facial Interactions for Orthognathic Surgical Outcome Prediction, arXiv 2601.02088v3, published in npj Digital Medicine (doi 10.1038/s41746-026-03075-6, online 2026-08-20): trained on 135 patients, external cohort of 33, global shape error 1.070 mm, surface deviation 1.296 mm, landmark error 2.445 mm, ahead of ACMT-Net; abstract read from the arXiv page 2026-10-01 publisher · read in our library knowledge/fetched/rf_912c87dd.raw · pin hc2568fee4d7d7af1845df9618e348defdbac7186419bfd0035a153398d2ab638 · accessed 2026-10-01 · published-paperGrounds: SB-SURGOUTCOME-2609
  127. [surg_pinnochio_2026] Lee, Kim, Gu, Hu, Kuang, Hopeman, Liebschner, Gateno and Yan, PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery, arXiv 2606.01572 (2026-06-01): bone to soft-tissue interface moves decoupled from volumetric hyperelastic deformation, physics-enabled sim-to-real adaptation without volumetric ground truth, a 40-patient clinical cohort, ahead of baselines on surface accuracy and physical validity with a substantial speedup over FEM; abstract read from the arXiv page 2026-10-01 publisher · read in our library knowledge/fetched/rf_120f405f.raw · pin h6104566c6d0effb8c475791c0ea6152b0f4ef6f2b7ed146ae21e6aeb46189c11 · accessed 2026-10-01 · published-paperGrounds: SB-SURGOUTCOME-2609
  128. [surg_arbrea_evidence_2025] Arbrea Labs, New Clinical Evidence Confirms: Arbrea Achieves 100% Surgical Accuracy and High Conversion Rates in Virtual Consultations, vendor article of 2025-11-20 on Barbon, Otte and Heden in Plast Reconstr Surg Glob Open (November 2025): the implant chosen in the online consultation matched the implant used in surgery in every patient with 0 intraoperative adjustments, conversion 87 percent online against 90 percent in person, on-device deep-learning reconstruction from three photos with simulations in about 90 seconds; the 100 percent is implant-choice concordance, not a shape error; read 2026-10-01 publisher · read in our library knowledge/fetched/rf_56ab79be.raw · pin h17eedca2758e382afc22b4466ef53f341ea3fd5c55f22b5db9bfe5c29f212256 · accessed 2026-10-01 · vendor-docGrounds: SB-SURGOUTCOME-2609
  129. [surg_crisalix_home_202610] Crisalix, consumer home page read 2026-10-01: a 3D simulation of the proposed cosmetic procedure built from three uploaded photos for a one-off payment from 44 USD, priced by procedure publisher · read in our library knowledge/fetched/rf_56680511.raw · pin heca987470c80e1bcd8e279de824994a52437fe4c19366caca9e5c1a82024e793 · accessed 2026-10-01 · vendor-docGrounds: SB-SURGOUTCOME-2609
  130. [surg_yamamichi_crisalix_rhino_2025] Yamamichi, Nakanishi and Chen, Three-Dimensional Simulation Accuracy and Patient Satisfaction With Rhinoplasty, Aesthet Surg J Open Forum 2025 7:ojaf110 (PMID 41048375): 38 rhinoplasty patients, Crisalix simulations compared morphometrically with the outcome, simulation accuracy correlated with FACE-Q satisfaction at rho 0.66, second to physician aesthetic scores at 0.71; abstract read 2026-10-01 publisher · read in our library knowledge/fetched/rf_87c096b5.raw · pin hadf2fab63e7d9b9fee662271ab74f134a26187986f662ed60b99b5024b60f315 · accessed 2026-10-01 · published-paperGrounds: SB-SURGOUTCOME-2609
  131. [surg_europepmc_listing_202610] Europe PMC REST search, soft-tissue, outcome or postoperative prediction or 3D simulation AND orthognathic, rhinoplasty, breast augmentation or aesthetic surgery, newest publication first, 25 records read 2026-10-01: the newest first publication is 2026-09-22, the newest on-subject record a 2026-09-18 review of AI and digital technology in orthognathic and reconstructive maxillofacial surgery (PMID 42782992), beside a 2026-08-13 proof of concept predicting 3D soft-tissue change after a mandibular PEEK implant (PMID 42645921); nothing dated 2026-10 publisher · read in our library knowledge/fetched/rf_570050b4.raw · pin he6612f5fd9ee9d3ef9c7c63423299feb1367724854bc5ad632ae98562a6ba740 · accessed 2026-10-01 · mirrored-indexGrounds: SB-SURGOUTCOME-2609
  132. [surg_arxiv_listing_202610] arXiv API, abstracts naming orthognathic, rhinoplasty, breast augmentation, plastic, aesthetic or cosmetic surgery AND prediction, simulation or outcome, newest first, 16 entries read 2026-10-01: the newest on-subject entry is PINNOCHIO (2606.01572, 2026-06-01) after PhysSFI-Net (2601.02088) and NICE (2512.05920); one math.GT homonym (the knot-theory cosmetic surgery conjecture, 2410.21248) is off-subject; the clinical record of this subject lives on PubMed, not arXiv publisher · read in our library knowledge/fetched/rf_dfd41d47.raw · pin hdb3a8933cc3df89e342cd8908c20ae3717400d9add84c00155b4907288fb2cc7 · accessed 2026-10-01 · mirrored-indexGrounds: SB-SURGOUTCOME-2609
  133. [stri_vend_crisalix] Crisalix SA (Lausanne). Crisalix home page: VR 4D and 3D plastic and cosmetic surgery simulator. VENDOR CLAIM publisher · read in our library knowledge/fetched/stri_vendor_crisalix_home_1001.html · pin h7414841c4a13d2d7a8c08bdcde51706b4c1d8551b0afc166233c05a4947bc9b3 · accessed 2026-10-01 · vendor-docGrounds: VENDOR CLAIM read from the mirror: a 3D model is built from 3 patient photos (phone or camera) for breast augmentation, rhinoplasty and skin treatments, shown in 3D and VR 4D, one-off fee from 44 USD; the page states no simulation-versus-outcome accuracy figure
  134. [stri_vend_canfield] Canfield Scientific. VECTRA H2 3D Imaging System product page with Face, Breast and Body Sculptor simulation modules. VENDOR CLAIM publisher · read in our library knowledge/fetched/stri_vendor_canfield_vectrah2_1001.html · pin he00acfc614edb2ab814adcaca4ed5630076ac10d11a62af87c4d46308ce8d232 · accessed 2026-10-01 · vendor-docGrounds: VENDOR CLAIM read from the mirror: hand-held 3D capture; Breast Sculptor dynamic soft tissue modeling builds 3D implant models and calculates a realistic outcome from gravity, implant shape and placement; a mastopexy interface simulates skin excision; Face Sculptor covers rhinoplasty, chin, facelift, lip and injectables; the only accuracy wording on the page concerns capture lighting, no simulation accuracy figure
  135. [stri_vend_arbrea] Arbrea Labs AG (Zurich). Arbrea Breast AI simulator product page (dateModified 2026-07-24). VENDOR CLAIM publisher · read in our library knowledge/fetched/stri_vendor_arbrea_breast_1001.html · pin h2c705c193c838c324e67c672a54d0880841d2718c78b487dbe0b45ca1a347ad3 · accessed 2026-10-01 · vendor-docGrounds: VENDOR CLAIM read from the mirror: breast simulator with AI technology, augmented-reality and 3D modes, implant and placement choice, a fat-grafting tool and automatic measurements giving a realistic interactive visualisation; the page states no simulation accuracy figure
  136. [stri_val_assaaeed2024] Assaaeed SK, Wang R, Sun J. Evaluating 3D Simulation Accuracy for Breast Augmentation Outcomes: A Volumetric and Surface Contour Analysis in Chinese Patients. Aesthetic Plast Surg 2024;48(19):3878-3895. PMID 38538766. Union Hospital, Tongji Medical College, Wuhan publisher · read in our library knowledge/fetched/stri_epmc_pmid38538766_1001.json · pin h5bf498210f594c9d4505131bb632afcd41086a2fd59070a58e27fa5bd54db486 · accessed 2026-10-01 · published-paperGrounds: Vectra XT simulation against the 3-month postoperative Vectra scan, 42 patients 84 breasts, ptotic and tuberous breasts EXCLUDED: RMS breast surface deviation 4.5 +/- 1.1 mm, volume discrepancy 21.5 +/- 10.3 cc (accuracy 91.9 percent), AP projection error 8.82 +/- 5.64 mm, internal angle 0.48 +/- 1.91 deg; abstract read from the Europe PMC record
  137. [stri_val_lorange2026] Lorange E, Bouhadana G, Oiknine N, Luc M, Borsuk DE. 3-Dimensional Simulation for Breast Augmentation: Does the Software Actually Work? Plast Reconstr Surg 2026;158(1):56-65. PMID 41344311. University of Montreal and McGill University publisher · read in our library knowledge/fetched/stri_epmc_prs12683_1001.json · pin hd6e851324ab67785521d0a93b5e78a1629283d4922a30b77a329e6488f8bf336 · accessed 2026-10-01 · published-paperGrounds: Prospective cohort 2021-2022, Vectra XT, 78 patients 154 breasts: predicted volume within +/-10 percent in 73 percent of breasts, mean volume error 7.52 percent, sternal-nipple most accurate and nipple-to-IMF least accurate (P 0.001), precision falls above 650 cc; abstract read from the Europe PMC record
  138. [stri_val_yamamichi2025] Yamamichi K, Nakanishi Y, Chen CY. Three-Dimensional Simulation Accuracy and Patient Satisfaction With Rhinoplasty. Aesthet Surg J Open Forum 2025;7:ojaf110 (epub 2025-09-09). PMC12493035. Fukuoka and Tokyo practice with Fujita Health University publisher · read in our library knowledge/fetched/stri_epmc_pmc12493035_rhinocrisalix_1001.xml · pin hdbe2782f11e3a7aa17666e3363120631b541dd8b08ef28b0009888ea6ca9ea4a · accessed 2026-10-01 · published-paperGrounds: Crisalix simulation against postoperative morphometry, 38 rhinoplasties (16 revisions), mean follow-up 8.4 months: the simulation OVERESTIMATES nasal tip projection, post minus sim -0.7 +/- 1.5 mm (P .009); nasal length post minus sim -0.3 +/- 1.7 mm (not significant); simulation accuracy correlates with FACE-Q satisfaction rho 0.66; full text read (CC BY)
  139. [stri_val_persing2018] Persing S, Timberlake A, Madari S, Steinbacher D. Three-Dimensional Imaging in Rhinoplasty: A Comparison of the Simulated versus Actual Result. Aesthetic Plast Surg 2018;42(5):1331-1335. PMID 29789868. Yale Section of Plastic Surgery publisher · read in our library knowledge/fetched/stri_epmc_persing2018_1001.json · pin h93d8491f3a900cd92dc6ddc91642082ee9b8b20d6f532ecd04555e580665bd75 · accessed 2026-10-01 · published-paperGrounds: VECTRA rhinoplasty simulation against the actual result, 40 patients, blinded physician panel: actual preferred in 77.5 percent vs simulation 22.5 percent (P below 0.001); the actual tip was MORE projected than simulated, the opposite sign to the Crisalix study; tip rotation not different; abstract read from the Europe PMC record
  140. [stri_val_atiyeh2026] Atiyeh BS, Issa OB, Daoud FJ, Baajour JA. Preoperative 3-dimensional Simulation in Aesthetic Surgery (systematic review). Plast Reconstr Surg Glob Open 2026;14(8):e7999, published 2026-08-05. PMC13441132. American University of Beirut Medical Center publisher · read in our library knowledge/fetched/stri_epmc_pmc13441132_sysrev3dsim_1001.xml · pin h58d4ef5fa142353849cf6b8655f16136320ca765867188cdca3d531abd37e3c6 · accessed 2026-10-01 · published-paperGrounds: 17 simulation-versus-outcome validation studies through Jan 2026: 12 breast augmentation, 5 rhinoplasty, NONE for any other aesthetic procedure; breast volume accuracy high (Roostaeian and Adams Vectra 90.8 percent volume and 98.4 percent shape), rhinoplasty variable (Choi tip-projection correlation 0.842), dissatisfaction with simulated information in 25 percent of patients; the review says Assaaeed did not comment on shape although that abstract reports a 4.5 mm surface RMS; full text read
  141. [stri_arx_aesthsurg_listing] arXiv API listing: rhinoplasty OR breast augmentation OR aesthetic, plastic or cosmetic surgery, sorted by submittedDate descending, feed updated 2026-10-01T02:46:38Z publisher · read in our library knowledge/fetched/stri_arxiv_aesthsurg_1001.xml · pin hbe1e6dea495d8fa8083ac3a5b7271515a4d5612990b85e8019a1987bb6370e4e · accessed 2026-10-01 · mirrored-indexGrounds: 88 results, newest 40 read with nx_arxiv_digest: no October entry; the only September entry (2609.32507, 2026-09-26) is a knot-theory cosmetic-surgery HOMONYM, OFF subject; newest on-subject entry 2608.02841 (2026-08-03), then 2606.28628 (2026-06-26)
  142. [stri_arx_orthog_listing] arXiv API listing: all:orthognathic sorted by submittedDate descending, feed updated 2026-10-01T02:46:41Z publisher · read in our library knowledge/fetched/stri_arxiv_orthognathic_1001.xml · pin h604ee8ce1246636dd812d2d99580e1d67c4ebfb585bd5737e8e23ed47ee7fd6a · accessed 2026-10-01 · mirrored-indexGrounds: 13 results, all read with nx_arxiv_digest: newest 2606.01572 PINNOCHIO (2026-06-01); PhysSFI-Net 2601.02088 revised 2026-08-20; NICE 2512.05920; TCFNet 2508.14373; no September or October entry on the bone-driven facial soft-tissue prediction line
  143. [stri_arx_physsfi2026] Bao J, Liu H, Zhuang Y, Tao L, Xu X, Shi Y, Cheng M, Wang Y, Ku C, Zeng T, Du Y, Chen S, Shen S, Xiang S, Yu H. PhysSFI-Net: physics-informed geometric learning of skeletal and facial interactions for orthognathic surgical outcome prediction. npj Digit Med 2026 (published 2026-08-19), doi 10.1038/s41746-026-03075-6; arXiv 2601.02088. Shanghai Ninth People's Hospital and Shanghai Jiao Tong University publisher · read in our library knowledge/fetched/stri_npj_physsfi_2026_1001.html · pin h4f2e59a08c14b4019ce78ab5867b4090f59fa56972b21c5c9531366bcf5e3225 · accessed 2026-10-01 · published-paperGrounds: PEER-REVIEWED frontier: physics-informed geometric deep learning predicting the postoperative facial surface from planned bone movement, trained on 135 patients and externally validated on 33: global shape error 1.070 +/- 0.088 mm, surface deviation 1.296 +/- 0.349 mm, landmark error 2.445 +/- 1.326 mm, external global HD 1.431 +/- 0.087 mm, beating ACMT-Net (numbers read from the arXiv abstract in the orthognathic listing mirror, affiliations and date from this article page)
  144. [stri_arx_pinnochio2606] Lee J, Kim D, Gu K, Hu Z, Kuang T, Hopeman F, Liebschner MAK, Gateno J, Yan P. PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery. arXiv 2606.01572 (2026-06-01), preprint submitted to MICCAI 2026 publisher · read in our library knowledge/fetched/stri_arxiv_orthognathic_1001.xml · pin h604ee8ce1246636dd812d2d99580e1d67c4ebfb585bd5737e8e23ed47ee7fd6a · accessed 2026-10-01 · published-paperGrounds: PREPRINT, the same method class as rung AT28: a physics-informed network that decouples discontinuous bone and soft-tissue interface motion from continuous volumetric hyperelastic deformation, with physics-enabled sim-to-real adaptation needing no volumetric ground truth; 40-patient clinical cohort; beats baselines on surface accuracy and physical validity with a substantial speedup over FEM; the abstract gives no mm figure (PDF not mirrored, arXiv answered 429)
  145. [stri_arx_envisage2606] Agarwal M, Bhrany AD. Envisage: Diffusion-Based Rhinoplasty Goal Visualization with Mask-Decomposed Evaluation. arXiv 2606.28628 (2026-06-26), preprint publisher · read in our library knowledge/fetched/stri_arxiv_aesthsurg_1001.xml · pin hbe1e6dea495d8fa8083ac3a5b7271515a4d5612990b85e8019a1987bb6370e4e · accessed 2026-10-01 · published-paperGrounds: PREPRINT, the 2D generative line: FLUX.1-Fill inpainting with 8 rhinoplasty presets from one frontal photo, N=211 plus an external 457-pair ASPS/PCA set; the paired ArcFace gain (output-to-postop minus input-to-postop) is NEGATIVE for every method (Envisage -0.048 best, ICEdit -0.139, Kontext -0.242, InstructPix2Pix -0.294), i.e. no generator lands closer to the real result than the unedited photo; a 5-seed oracle is positive on only 33.9 percent of cases
  146. [stri_arx_ilyosbekov2608] Ilyosbekov S. Localize, Don't Beautify: Client-Side Control of Image-Editing APIs for Cosmetic Surgery Previews. arXiv 2608.02841 (2026-08-03), pilot preprint publisher · read in our library knowledge/fetched/stri_arxiv_aesthsurg_1001.xml · pin hbe1e6dea495d8fa8083ac3a5b7271515a4d5612990b85e8019a1987bb6370e4e · accessed 2026-10-01 · published-paperGrounds: PREPRINT and the NEWEST on-subject entry in the listing read 2026-10-01: six commercial image-editing configurations and one inpainting model on facelift jaw-neck and rhinoplasty edits, 196 of 210 edits scored; a landmark-mask composite improves localisation by a median 0.446, but against each face input-to-postoperative baseline NO editor moved its output closer to the real postoperative photo (ArcFace); no surgeon ratings
  147. [stri_arx_nice2512] Yang J, Cao Y, Tian X, Zhang Y, Wei H. NICE: Neural Implicit Craniofacial Model for Orthognathic Surgery Prediction. arXiv 2512.05920 (2025-12-05), preprint publisher · read in our library knowledge/fetched/stri_arxiv_orthognathic_1001.xml · pin h604ee8ce1246636dd812d2d99580e1d67c4ebfb585bd5737e8e23ed47ee7fd6a · accessed 2026-10-01 · published-paperGrounds: PREPRINT, the implicit-field line: region-specific signed-distance decoders reconstruct the face, maxilla and mandible, and deformation decoders driven by one shared surgical latent code output point-wise displacement fields; claims better lip and chin accuracy than prior methods while preserving anatomy; the abstract gives no mm figure
  148. [stri_arx_postop_listing] arXiv API listing: postoperative appearance OR surgical outcome prediction OR soft tissue prediction, sorted by submittedDate descending, read 2026-10-01 publisher · read in our library knowledge/fetched/stri_arxiv_postopappear_1001.xml · pin h0622e8320b1285582cc061ead3fe000d38432d6cba95f4e867549d36206b1c1d · accessed 2026-10-01 · mirrored-indexGrounds: 5 results all read: newest 2609.35195 (2026-09-28) is brain-metastasis segmentation, a postoperative-appearance HOMONYM and OFF subject; the on-subject entries are PhysSFI-Net and NICE; a second September homonym confirming no on-subject September or October entry
  149. [tissue1001_isostuff2007] Labelle F, Shewchuk JR. Isosurface stuffing: fast tetrahedral meshes with good dihedral angles. ACM SIGGRAPH 2007 and ACM TOG 26(3), doi 10.1145/1275808.1276448 (UC Berkeley). Abstract read 2026-10-01 from the OpenAlex record: an isosurface is filled with a uniformly sized tetrahedral mesh whose dihedral angles are bounded between 10.7 and 164.8 degrees (or 8.9 and 158.8 with changed parameters), built from a small set of precomputed stencils, with a graded variant; the same mirror carries Isosurface stuffing improved (Doran, Chang, Bridson, SIGGRAPH 2013 talk) stating the caveat that the method only applies to smooth geometry publisher · read in our library knowledge/fetched/cmp_aesthetictwin_openalex_isostuff_title.json · pin hd6dc376bb36b8c0698c18fb26515474bbac9150f52748083e1b0f96b2eba93e2 · accessed 2026-10-01 · published-paperGrounds: sdf-tissue-layers
  150. [tissue1001_latticecleave2014] Bronson J, Levine JA, Whitaker R. Lattice cleaving: a multimaterial tetrahedral meshing algorithm with guarantees. IEEE TVCG 2014 20(2) 223-237, PMID 24356365, PMC4142801 (University of Utah SCI Institute). Abstract read 2026-10-01 from the Europe PMC record: tetrahedral meshes conforming to the boundaries of an arbitrary number of materials, with upper and lower bounds on dihedral angles and guaranteed geometric fidelity, both proven; combinatoric and fast, structured to allow grading; the same mirror carries the group's 2014 generalisation of isosurface stuffing and lattice cleaving to unstructured background meshes (Procedia Engineering, PMC4484869) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_latticecleaving.json · pin he7209ecf14cf85e2148c6e61c2700635bd2a661de3bf287e5beb06cc112a0902 · accessed 2026-10-01 · published-paperGrounds: sdf-tissue-layers
  151. [tissue1001_ftetwild2020] Hu Y, Schneider T, Wang B, Zorin D, Panozzo D. Fast tetrahedral meshing in the wild (fTetWild). ACM TOG 39(4) 2020, doi 10.1145/3386569.3392385 (New York University). Abstract read 2026-10-01 from the OpenAlex record: converts triangle soups into high-quality tetrahedral meshes, keeps a valid floating-point mesh at every algorithmic stage, runs at speeds comparable to less robust Delaunay-based tetrahedralizers, and as a trade-off no longer guarantees that all input triangles are present in the output, although on Thingi10k it always inserted them publisher · read in our library knowledge/fetched/cmp_aesthetictwin_openalex_ftetwild2020.json · pin h59fae35699429493096a4f9f5300afc671889f40088bdf36393a33a8950baece · accessed 2026-10-01 · published-paperGrounds: sdf-tissue-layers
  152. [tissue1001_cgalmesh3] CGAL 3D Mesh Generation (Mesh_3) user manual, latest release, authors Alliez P, Jamin C, Rineau L, Tayeb S, Tournois J, Yvinec M (CGAL project; library documentation, a vendor-class claim). Read 2026-10-01: Delaunay refinement driven by a radius-edge ratio bound (termination guaranteed for bounds above 2) after a feature-protection phase, then an optimisation phase (perturber and exuder by default) because the radius-edge criterion cannot filter slivers, and strict compliance to the criteria may no longer hold after optimisation; multi-domain meshes from segmented medical images in which each label is a tissue publisher · read in our library knowledge/fetched/cmp_aesthetictwin_cgal_mesh3_doc.html · pin h55f0b8e02657b9d71ff2ade88ae93deb408dc3bc85262186d95f979bae8a8ced · accessed 2026-10-01 · vendor-docGrounds: sdf-tissue-layers
  153. [tissue1001_cbc3d2024] Drakopoulos F, Garner K, Rector C, Chrisochoides N. Image-to-mesh conversion for biomedical simulations (CBC3D). Engineering with Computers 2024, doi 10.1007/s00366-024-02023-w, arXiv 2402.18596. Abstract read 2026-10-01 from the arXiv search listing: an adaptive body-centred cubic tetrahedral mesh of a segmented image, converted to mixed tetrahedra, pentahedra and hexahedra to cut element count, then deformed to the image boundaries by multi-material point-based registration; against four widely used state-of-the-art image-to-mesh methods it reports high fidelity, a low element count and good element quality publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxivsearch_multimattet_20261001.html · pin hb3d42f09188b7da58ecb9ddea9bb1fa5f547fd5328da5b8fcd1b389dbcfd88fe · accessed 2026-10-01 · published-paperGrounds: sdf-tissue-layers
  154. [tissue1001_arxiv_tetmesh_202609] arXiv API listing for tetrahedral mesh OR tetrahedral meshing OR tetrahedralization, newest first, all 40 entries read 2026-10-01: the newest entry (2026-09-30) is off-subject because the query also matches tetrahedral chemistry; the on-subject September 2026 entries are 2609.29153 (2026-09-24, longest-edge n-section refinement does not preserve tetrahedral shape regularity), 2609.18788 (2026-09-16, largest-dihedral-angle bisection does not preserve mesh regularity), 2609.17216 emgforge (2026-09-15, a labelled MRI segmentation meshed into tetrahedra with per-muscle conductivity tensors) and 2609.06723 ADELE (2026-09-06, adaptive Delaunay tetrahedral grids for mesh-native reconstruction); no October entry yet publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxiv_tetmesh_20261001.xml · pin h22eda42aa3e6821b268e740e4f23d0c655248cfa12c041520f4ed484c9cd07d3 · accessed 2026-10-01 · mirrored-indexGrounds: sdf-tissue-layers
  155. [tissue1001_febio2012] Maas SA, Ellis BJ, Ateshian GA, Weiss JA. FEBio: finite elements for biomechanics. J Biomech Eng 2012 134(1) 011005, PMID 22482660, PMC3705975 (University of Utah, Columbia). Abstract read 2026-10-01 from the Europe PMC record: a nonlinear implicit finite element framework designed for computational solid biomechanics with constitutive models and boundary conditions for biological tissue, verified by a Verification Suite whose problems are compared to analytical solutions or to other established and verified FE codes; the peer-reviewed paper behind the project page this board already pins as sota0916_febio publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_febio2012.json · pin h462c659162597e1a7f9e1ffc6e29a3ecd03f9f29cce349a90c2ca8ca083f9ef9 · accessed 2026-10-01 · published-paperGrounds: fem-soft-tissue-twin
  156. [tissue1001_breastogden2026] Zhang Y, Zhang H, Hu J, Jiang Y, Zheng F, Zeng A et al. Evaluation of natural breasts and post-augmentation breasts with silicone implants using subject-specific finite element modeling. Ann Biomed Eng 2026 54(6) 1638, PMID 41580516, doi 10.1007/s10439-026-03993-2 (Peking Union Medical College Hospital). Abstract read 2026-10-01 from the Europe PMC record: twelve left breasts (six natural, six augmented) modelled from prone MRI, upright shape simulated by a two-step gravity procedure in Abaqus with a first-order isotropic Ogden law, Ogden exponent and shear modulus identified per breast by minimising the Hausdorff distance to the standing 3D surface scan; mean Hausdorff 2.14 mm natural and 1.90 mm augmented, marked inter-individual exponent variability, and augmented breasts needing a higher effective shear modulus (apparent organ-level parameters, the implant not modelled as a separate contact body) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_breastimplant_fem.json · pin h9c56f5df3be5ad3790a1909f62199aa3ac2e83a27940dbbad5579ee8150bdf1a · accessed 2026-10-01 · published-paperGrounds: fem-soft-tissue-twin
  157. [tissue1001_stressfree2609] Bae H, Hu T, Buganza Tepole A, Gomez H. Fully differentiable framework for inverse identification of geometry and material parameters with application to determining stress-free configuration of soft tissues. arXiv 2609.18109, v1 2026-09-16, v2 2026-09-29, preprint not yet peer reviewed. Abstract read 2026-10-01 from the arXiv search listing: medical images show loaded rather than stress-free states, which biases simulation and inverse identification; a gradient-based inverse FE framework jointly reconstructs the unloaded reference geometry and hyperelastic parameters from two or more observed deformed configurations with exact end-to-end gradients, and on an MRI-derived breast model recovers the unloaded configuration and parameters from multiple gravity-loaded states publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxivsearch_tissuefem_20261001.html · pin h0fb82315520cd910c99d70927c7c8736d972454ef13e6f736dcab89ead5bef6f · accessed 2026-10-01 · published-paperGrounds: fem-soft-tissue-twin
  158. [tissue1001_lockcontact2607] Djoumessi RT, Miller C, Nagahawatte ND, Paggi M, Cheng LK, Gizzi A. Intestinal peristalsis and wrinkling: a novel paradigm. arXiv 2607.29204 (July 2026), preprint not yet peer reviewed. Abstract read 2026-10-01 from the arXiv search listing: names self-contact and volume locking as the large-displacement limitations of classical hyperelastic soft-tissue formulations and answers them with a quasi-incompressible volumetric contribution, a robust augmented-Lagrangian contact algorithm against self-penetration, and in-house P1-P2-P4 finite elements in GetFEM publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxivsearch_tissuefem_20261001.html · pin h0fb82315520cd910c99d70927c7c8736d972454ef13e6f736dcab89ead5bef6f · accessed 2026-10-01 · published-paperGrounds: fem-soft-tissue-twin
  159. [tissue1001_arxivsearch_tissuefem_202609] arXiv search listing for hyperelastic soft tissue, newest announced first, all 36 entries listed and the six newest abstracts read 2026-10-01: newest 2609.18109 (v1 2026-09-16, v2 2026-09-29, stress-free configuration and hyperelastic parameters by differentiable inverse FE), then 2608.20967 (2026-08-21, calibrated SOFA hyperelastic runs feeding a GNN surrogate), 2607.29204 (volume locking and self-contact), 2607.18156 (contact-based inverse FE model updating), 2606.04234 (fibrous hyperelastic model) and 2606.01572 PINNOCHIO; no October entry yet. Read from the arxiv.org search page because the export API answered HTTP 429 to every request this session after the first publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxivsearch_tissuefem_20261001.html · pin h0fb82315520cd910c99d70927c7c8736d972454ef13e6f736dcab89ead5bef6f · accessed 2026-10-01 · mirrored-indexGrounds: fem-soft-tissue-twin
  160. [tissue1001_knoops2019] Knoops PGM, Papaioannou A, Borghi A, Breakey RWF, Wilson AT, Jeelani O, Zafeiriou S, Steinbacher D, Padwa BL, Dunaway DJ, Schievano S. A machine learning framework for automated diagnosis and computer-assisted planning in plastic and reconstructive surgery. Sci Rep 2019 9 13597, PMID 31537815, PMC6753131, doi 10.1038/s41598-019-49506-1 (UCL Great Ormond Street Institute of Child Health, Imperial College, Yale, Boston Children's). Abstract read 2026-10-01 from the Europe PMC record: the first large-scale clinical 3D morphable model, trained and validated on 4261 faces of volunteers and orthognathic patients, simulates surgical outcomes with a mean accuracy of 1.1 plus or minus 0.3 mm from a 3D scan alone publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_knoops2019.json · pin hc57f5d006467e58c04d401775a0a3c78098d3a528a89613e074f11b8402c359c · accessed 2026-10-01 · published-paperGrounds: fem-surrogate-predictor
  161. [tissue1001_vectrabreast2026] Lorange E, Bouhadana G, Oiknine N, Luc M, Borsuk DE. 3-Dimensional simulation for breast augmentation: does the software actually work? Plast Reconstr Surg 2026 158(1) 56-65, PMID 41344311, doi 10.1097/PRS.0000000000012683 (University of Montreal). Abstract read 2026-10-01 from the Europe PMC record: prospective cohort of 78 patients (154 breasts) simulated with Vectra XT; predictions within plus or minus 10 percent of postoperative volume in 73 percent of cases with an average error of 7.52 percent, precision falling for breasts above 650 cc, sternal-notch-to-nipple the most and nipple-to-inframammary-fold the least accurate linear measure, pregnancy history, preoperative volume and implant volume affecting accuracy publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_breastsim_accuracy.json · pin h0cf58852f6c48a5cdc60a86c45f2f55df0fdca84d15aecb7ee09bfcbe03228b6 · accessed 2026-10-01 · published-paperGrounds: fem-surrogate-predictor
  162. [tissue1001_vectrabreast2024] Assaaeed SK, Wang R, Sun J. Evaluating 3D simulation accuracy for breast augmentation outcomes: a volumetric and surface contour analysis in Chinese patients. Aesthetic Plast Surg 2024 48(19) 3878-3895, PMID 38538766, doi 10.1007/s00266-024-04007-z (Union Hospital, Tongji Medical College, Wuhan). Abstract read 2026-10-01 from the Europe PMC record: 42 patients (84 breasts) simulated with Vectra XT and scanned three months after surgery; mean volumetric discrepancy 21.5 plus or minus 10.3 cc (accuracy rate 91.9 percent), breast surface root mean square deviation 4.5 plus or minus 1.1 mm, anterior-posterior projection difference 8.82 plus or minus 5.64 mm; tuberous and ptotic breasts excluded for the imaging system's limitations publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_breastsim_accuracy.json · pin h0cf58852f6c48a5cdc60a86c45f2f55df0fdca84d15aecb7ee09bfcbe03228b6 · accessed 2026-10-01 · published-paperGrounds: fem-surrogate-predictor
  163. [tissue1001_simreview2026] Atiyeh BS, Issa OB, Daoud FJ, Baajour JA. Preoperative 3-dimensional simulation in aesthetic surgery. Plast Reconstr Surg Glob Open 2026 14(8) e7999, PMID 42559587, PMC13441132, doi 10.1097/GOX.0000000000007999 (American University of Beirut Medical Center). Abstract read 2026-10-01 from the Europe PMC record: a systematic search for clinical studies measuring simulation accuracy against the achieved outcome found 17 (12 breast augmentation, 5 rhinoplasty) and none for any other aesthetic procedure; rhinoplasty accuracy varied, breast software reports high accuracy yet dissatisfaction with simulation accuracy is not negligible, and objective assessment of the factors that affect accuracy is still lacking publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_breastsim_accuracy.json · pin h0cf58852f6c48a5cdc60a86c45f2f55df0fdca84d15aecb7ee09bfcbe03228b6 · accessed 2026-10-01 · published-paperGrounds: fem-surrogate-predictor
  164. [tissue1001_physsfi2026] Bao J, Liu H, Zhuang Y, Tao L, Xu X, Shi Y, Cheng M, Wang Y, Ku C, Zeng T, Du Y, Chen S, Shen S, Xiang S, Yu H. PhysSFI-Net: physics-informed geometric learning of skeletal and facial interactions for orthognathic surgical outcome prediction. npj Digit Med 2026, doi 10.1038/s41746-026-03075-6, arXiv 2601.02088 (v3 2026-08-19). Abstract read 2026-10-01 from the arXiv search listing: trained on 135 patients and externally validated on 33, it predicts postoperative facial shape with a global shape error of 1.070 plus or minus 0.088 mm, surface deviation 1.296 plus or minus 0.349 mm and landmark error 2.445 plus or minus 1.326 mm, external Hausdorff 1.431 plus or minus 0.087 mm, outperforming ACMT-Net publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxivsearch_orthognathic_20261001.html · pin hcc42cb458bbe485b72d9a2ab70cce73f1a41074c9a2a5183d16f09ef7adae9ef · accessed 2026-10-01 · published-paperGrounds: fem-surrogate-predictor
  165. [tissue1001_lampen2022] Lampen N, Kim D, Fang X, Xu X, Kuang T, Deng HH, Barber JC, Gateno J, Xia J, Yan P. Deep learning for biomechanical modeling of facial tissue deformation in orthognathic surgical planning. Int J Comput Assist Radiol Surg 2022 17(5) 945-952, PMID 35362849, PMC10348467, doi 10.1007/s11548-022-02596-1 (Rensselaer Polytechnic Institute and Houston Methodist). Abstract read 2026-10-01 from the Europe PMC record: FEM is the standard for predicting facial deformation; a PointNet++ network trained and tested on datasets created from FEM simulations of facial meshes approximates FEM with a mean error of 0.159 to 0.642 mm on five subjects, explicit boundary types helping large and hurting small deformations; the same group posted PINNOCHIO (arXiv 2606.01572, 40-patient cohort) so the two are one witness publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_lampen_facialdl.json · pin h0e1a9e4e23716ca7b7a325fd04c545807d3063e0bf398193e8166ced5e70c23d · accessed 2026-10-01 · published-paperGrounds: fem-surrogate-predictor
  166. [tissue1001_gnnsurrogate2608] Kojanazarova M, El Hadramy S, Cattin PC. Generalizing soft tissue deformation and force prediction across material stiffness and geometry. arXiv 2608.20967 (2026-08-21), preprint not yet peer reviewed. Abstract read 2026-10-01 from the arXiv search listing: hyperelastic constitutive models calibrated in the SOFA Framework against gravity-loaded silicone beams of different stiffness, the calibrated simulations then train a softness-conditioned equivariant graph neural network that predicts deformation and force across tissue types and unseen geometries with sub-millimetre mean deformation accuracy at 0.010 s inference, force quality being tied to upstream calibration consistency publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxivsearch_tissuefem_20261001.html · pin h0fb82315520cd910c99d70927c7c8736d972454ef13e6f736dcab89ead5bef6f · accessed 2026-10-01 · published-paperGrounds: fem-surrogate-predictor
  167. [tissue1001_umesh2020] Mendizabal A, Marquez-Neila P, Cotin S. Simulation of hyperelastic materials in real-time using deep learning. Med Image Anal 2020 59 101569, PMID 31704451, doi 10.1016/j.media.2019.101569 (Inria Strasbourg and University of Bern). Abstract read 2026-10-01 from the Europe PMC record: U-Mesh, a U-Net that approximates the nonlinear relation between a contact force and the FEM displacement field, tested on a cantilever beam, an L-shape and a liver under moving point loads and compared with proper orthogonal decomposition, reports very fast simulation with very small errors across geometries, resolutions and force counts (no error figure in the abstract) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_mendizabal2020.json · pin h33d738f6a5c445181beee9d732f047c394c63228d0bf875a6a24ac8d49ee267c · accessed 2026-10-01 · published-paperGrounds: fem-surrogate-predictor
  168. [tissue1001_arxivsearch_orthognathic_202609] arXiv search listing for orthognathic, newest announced first, all 13 entries listed and the four newest abstracts read 2026-10-01: newest 2606.01572 PINNOCHIO (submitted 2026-05-31, physics-informed hyperelastic interface-volume facial simulation, 40-patient cohort), 2601.02088 PhysSFI-Net (v3 2026-08-19, npj Digital Medicine), 2512.05920 NICE and 2508.14373 TCFNet; no September or October 2026 entry. Read from the arxiv.org search page because the export API answered HTTP 429 to every request this session after the first publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxivsearch_orthognathic_20261001.html · pin hcc42cb458bbe485b72d9a2ab70cce73f1a41074c9a2a5183d16f09ef7adae9ef · accessed 2026-10-01 · mirrored-indexGrounds: fem-surrogate-predictor
  169. [tissue1001_arxivsearch_plasticsurgery_202609] arXiv search listing for plastic surgery, newest announced first, all 24 titles read 2026-10-01: newest entry 2602.13368 (February 2026, width ratios and male facial beauty) is off-subject for outcome prediction, many hits are homonyms (the software-engineering plastic surgery hypothesis, face recognition after surgery), and the newest on-subject entry is 2508.13363 (August 2025, automated assessment of aesthetic outcomes in facial plastic surgery); no September or October 2026 entry publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxivsearch_plasticsurgery_20261001.html · pin h7e6b843fc7ab4b2ced2f7ff7bdc5a03a760d3b5b593dea7f1a9dd26b2724a23a · accessed 2026-10-01 · mirrored-indexGrounds: fem-surrogate-predictor
  170. [febio_tm41_mr] FEBio Theory Manual 4.1 sec. 5.3.1 Mooney-Rivlin Hyperelasticity: uncoupled W = c1(I1~-3) + c2(I2~-3) + K/2 (ln J)^2 (eq. 449), Cauchy stress (eq. 450), spatial elasticity (eq. 451-452), three-field element note publisher · read in our library knowledge/fetched/cmp_aesthetictwin_febio_tm41_mooneyrivlin.html · pin hb15b8887aac3d4ab321f1e0b0a170402aea56e222a5ea72503f5581d5d940a26 · accessed 2026-09-30 · vendor-docGrounds: fem-soft-tissue-twin
  171. [febio_tm41_ogden] FEBio Theory Manual 4.1 sec. 5.3.2 Ogden Hyperelastic: W = sum c_i/m_i^2 (l1~^m_i + l2~^m_i + l3~^m_i - 3) + U(J) (eq. 453); neo-Hookean and Mooney-Rivlin as special choices of c_i and m_i publisher · read in our library knowledge/fetched/cmp_aesthetictwin_febio_tm41_ogden.html · pin hea2ceebab8d32de6d7babd663d60f6c8c69ac638ad7a88b9d1bff3ff72aeac93 · accessed 2026-09-30 · vendor-docGrounds: fem-soft-tissue-twin
  172. [febio_maas_jbme2012] Maas SA, Ellis BJ, Ateshian GA, Weiss JA (2012) FEBio: Finite Elements for Biomechanics. J Biomech Eng 134(1):011005. Sec. 4.1 verification: single-element uniaxial tension-compression vs closed form, Mooney-Rivlin C1 = 6.8 MPa C2 = 0 and heel-pad Ogden N = 1 c1 = 0.0329 MPa m1 = 6.82, incompressibility by augmented Lagrangian (text extracted with nx_pdf_text from the mirrored PDF) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_febio_maas_jbme_2012.pdf · pin hd20ed6e76fac14b5bc80b7f7b3f4e5d655cfaf94e47a195eae11b37e222c6c5b · accessed 2026-09-30 · published-paperGrounds: fem-soft-tissue-twin
  173. [arxiv_softtissue_surgery_sim_202609] arXiv API listing all:soft tissue AND surgery AND simulation, newest first, read 2026-09-30: newest 2609.38483 CADeT (2026-09-29, robotic indirect manipulation); newest on-subject hyperelastic entry 2606.01572 PINNOCHIO, a physics-informed network for coupled hyperelastic interface-volume simulation in orthognathic surgery (2026-06-01) -- the surrogate class AT28 trains against this solver publisher · read in our library knowledge/fetched/cmp_aesthetictwin_arxiv_softtissue_surgery_sim_202609.xml · pin h443c17b8808f935e483f6a8c58d8b0bbe8066eb85f5593a9ae85075c59766a98 · accessed 2026-09-30 · mirrored-indexGrounds: fem-soft-tissue-twin
  174. [surg_pubmed_abstracts_b_202610] NIH E-utilities efetch, three abstracts read 2026-10-01: Campuzano-Donoso et al., Artificial Intelligence and Digital Technologies in Orthognathic and Reconstructive Maxillofacial Surgery: Data Availability and Evidence Maturity, Dent J 2026-09-18 14(9):605 (PMID 42782992; soft-tissue prediction by deep learning and FEM reports comparable geometric accuracy with faster computation, evidence least mature where paired longitudinal imaging is sparse); El Sewify, Gorgy, Sylvain, Legler and Zammit, Patient Perspective on Preoperative Simulation in Plastic Surgery: A Systematic Review of Patient-Reported Outcomes, Plast Surg 2026-08-31 (PMID 42682868; 17 studies, 1333 patients, perceived accuracy 91.0 percent breast against 74.1 percent face); Zwijnenberg, Schepers, Jansma and Glas, Prediction of Three-Dimensional Soft Tissue Changes Following Mandibular PEEK Implantation, J Pers Med 2026-08-13 16(8):427 (PMID 42645921; a mass tensor model predicts implant-driven soft tissue on 4 cases, landmark error 0.9 mm, mean surface distance 1.0 mm face and 1.3 mm jaw-chin) publisher · read in our library knowledge/fetched/rf_105d1df8.raw · pin hbe79d01fea5e23aa1a4ea8a7fb1827bcf5a957fb8e46b00f3b8f336aa242ab5e · accessed 2026-10-01 · published-paperGrounds: SB-SURGOUTCOME-2609
  175. [at25_latticecleaving] Bronson J R, Levine J A, Whitaker R T. Lattice Cleaving: A Multimaterial Tetrahedral Meshing Algorithm with Guarantees. IEEE Transactions on Visualization and Computer Graphics 20(2) 223-237, 2014 (NIH PMC4142801) publisher · read in our library knowledge/fetched/rf_9a7431be.raw · pin hbd53ac8d75c257bdd38dfd2f0b0e880bda129f3c9653397cfc8b66799c8e282b · accessed 2026-09-30 · published-paperGrounds: sdf-tissue-layers
  176. [surg_envisage_2026] Agarwal and Bhrany, Envisage: Diffusion-Based Rhinoplasty Goal Visualization with Mask-Decomposed Evaluation, arXiv 2606.28628 (2026-06-26): a FLUX.1-Fill inpainting pipeline with 8 rhinoplasty presets from one frontal photo; on N=211 the paired ArcFace gain (output-to-postoperative minus input-to-postoperative) is negative for every method (Envisage -0.048, ICEdit -0.139, Kontext -0.242, InstructPix2Pix -0.294) and larger on a 457-pair ASPS external corpus; SurgicalScore 0.599 for Envisage; abstract read from the arXiv page 2026-10-01 publisher · read in our library knowledge/fetched/rf_12374baa.raw · pin hcb042decf2157a31afe3490d94a1b3f328d80b36a219ee8f8f85c45d51322ab4 · accessed 2026-10-01 · published-paperGrounds: SB-SURGOUTCOME-2609
  177. [surg_localize_2026] Ilyosbekov, Localize, Don't Beautify: Client-Side Control of Image-Editing APIs for Cosmetic Surgery Previews, arXiv 2608.02841 (2026-08-03): six commercial editing configurations and one inpainting model on facelift-style jaw-neck and rhinoplasty edits, 196 of 210 edits scored; a landmark-masked composite improves localization by a median 0.446, yet against each face's input-to-postoperative baseline no editor moved its outputs closer to the postoperative photograph in identity-embedding terms; abstract read from the arXiv page 2026-10-01 publisher · read in our library knowledge/fetched/rf_ac0452a1.raw · pin h2298fc5005f00f9e08269cd980d02bbae897f9f49b836edaabac46557b7cb4a0 · accessed 2026-10-01 · published-paperGrounds: SB-SURGOUTCOME-2609
  178. [at25_isostuffing] Labelle F, Shewchuk J R. Isosurface Stuffing: Fast Tetrahedral Meshes with Good Dihedral Angles. ACM Transactions on Graphics 26(3) (SIGGRAPH 2007) publisher · read in our library knowledge/fetched/rf_7adee163.raw · pin h4af572c74aa88b3682be60bf554a98841259a9f99eab5a2b565a5d262175a688 · accessed 2026-09-30 · published-paperGrounds: sdf-tissue-layers
  179. [at25_tfem2026] Quiriny A, Lambrechts J, Moes N, Kucera V, Remacle J-F. Taming Slivers: A Robust TFEM Framework for Reliable Computations on Degenerate Tetrahedral Meshes. arXiv 2606.14301 (2026-06-12) publisher · read in our library knowledge/fetched/rf_1222f499.raw · pin h63b2980834341f23fc115e52d9a8e3428b2ba948e59b083c1ab42b2db0c1f0e0 · accessed 2026-09-30 · published-paperGrounds: sdf-tissue-layers
  180. [tissue1001_ipc2020] Li M, Ferguson Z, Schneider T, Langlois T, Zorin D, Panozzo D, Jiang C, Kaufman DM. Incremental potential contact. ACM TOG 39(4) 2020, doi 10.1145/3386569.3392425 (University of Pennsylvania, New York University, Adobe Research). Abstract read 2026-10-01 from the OpenAlex record: a model and algorithm for variationally solving implicitly time-stepped nonlinear elastodynamics that maintains an intersection- and inversion-free trajectory regardless of material parameters, time step sizes, impact velocities, severity of deformation or boundary conditions, with separate user-exposed tolerances for the physical accuracy of the dynamics and the geometric accuracy of surface-to-surface conformation; the authors report it as the first implicit time-stepping method across the engineering and graphics literature to enforce these guarantees consistently, and in their comparison available engineering and graphics methods, research libraries and commercial codes often fail with instabilities, egregious constraint violations or implausible solutions as materials, contact numbers and time step vary; stress tests reach 2.3M tetrahedra and 498K contacts per time step publisher · read in our library knowledge/fetched/cmp_aesthetictwin_openalex_ipc2020.json · pin h7ac2898def320b665128228d34c8aed8877b38064c481f9f3314b9b2419f9781 · accessed 2026-10-01 · published-paperGrounds: fem-soft-tissue-twin
  181. [tissue1001_stablenh2018] Smith B, de Goes F, Kim T. Stable Neo-Hookean flesh simulation. ACM TOG 37(2) 2018 pages 1-15, doi 10.1145/3180491 (Pixar Animation Studios). Abstract read 2026-10-01 from the OpenAlex record: real-world volume-preserving biological tissues have Poisson ratios near 1/2 and numerical simulation in that regime is notoriously challenging; a new Neo-Hookean energy keeps the fleshy appearance, preserves volume better and is robust to extreme kinematic rotations and inversions, and closed-form eigenvalues and eigenvectors of every component let the Hessian be projected directly to semipositive definiteness; the analysis extends to Fung and Arruda-Boyce elasticity publisher · read in our library knowledge/fetched/cmp_aesthetictwin_openalex_stablenh2018.json · pin he976fac292b7b674c722421ad7cac390cb61a9d6a0cfb783347a234df78ea53e · accessed 2026-10-01 · published-paperGrounds: fem-soft-tissue-twin
  182. [tissue1001_nonlockingtet2009] Joldes GR, Wittek A, Miller K. Non-locking tetrahedral finite element for surgical simulation. Commun Numer Methods Eng 2009 25(7) 827-836, first published online 2008-09-23, doi 10.1002/cnm.1185 (Intelligent Systems for Medicine Laboratory, The University of Western Australia). Abstract read 2026-10-01 from the OpenAlex record: very fast surgical simulation needs low-order elements and complex anatomy needs tetrahedral or mixed meshes, but the standard linear tetrahedron exhibits volumetric locking for almost incompressible materials; the Bonet and Burton average nodal pressure tetrahedron is extended to handle multiple material interfaces in a uniform way at small additional cost inside a Total Lagrangian Explicit Dynamics solver, with clearly improved reaction-force and displacement predictions over the plain average nodal pressure element in models of multiple materials publisher · read in our library knowledge/fetched/cmp_aesthetictwin_openalex_nonlockingtet2009.json · pin h59573714672e8ceec8da57e138fb0409fe21d4990c30117dad88c5bc4d74c036 · accessed 2026-10-01 · published-paperGrounds: fem-soft-tissue-twin
  183. [tissue1001_georgii2014] Georgii J, Eder M, Buerger K, Klotz S, Ferstl F, Kovacs L, Westermann R. A computational tool for preoperative breast augmentation planning in aesthetic plastic surgery. IEEE J Biomed Health Inform 2014 18(3) 907-919, PMID 24132029, doi 10.1109/JBHI.2013.2285308 (the Westermann and Kovacs group; the mirrored record carries no affiliations). Abstract read 2026-10-01 from the Europe PMC record: patient-specific finite-element models generated semiautomatically from 3D surface scans alone simulate the expected breast shape with physical soft-tissue mechanics; the implant enters as displacement templates that describe the internal body forces for a given implant shape and position (no contact body is described); a highly efficient solver gives immediate visual feedback; clinical value is demonstrated in patient-specific use cases and the abstract carries no accuracy figure against post-operative scans publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_breastaugplanning.json · pin h2f89c281b1c6d8399782511faec3e0a6280a31a849dcd825069ba14c8c37e4eb · accessed 2026-10-01 · published-paperGrounds: fem-soft-tissue-twin
  184. [tissue1001_griesenauer2017] Griesenauer RH, Weis JA, Arlinghaus LR, Meszoely IM, Miga MI. Breast tissue stiffness estimation for surgical guidance using gravity-induced excitation. Phys Med Biol 2017 62(12) 4756-4776, PMID 28520556, PMC5757162, doi 10.1088/1361-6560/aa700a (Vanderbilt University). Abstract read 2026-10-01 from the Europe PMC record: two MR acquisitions of the breast in different supine gravity-loaded configurations fit patient-specific fibroglandular and adipose stiffness to a biomechanical breast model; in a test-retest study on five human data sets the within-subject coefficient of variation ranged from 10.7 to 27 percent and the intraclass correlation coefficient from 0.91 to 0.944, and in simulation fibroglandular content and deformation magnitude shaped the image-similarity objective publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_breastaugplanning.json · pin h2f89c281b1c6d8399782511faec3e0a6280a31a849dcd825069ba14c8c37e4eb · accessed 2026-10-01 · published-paperGrounds: fem-soft-tissue-twin
  185. [tissue1001_zhou2024] Zhou LC, Hong WJ, Cao MB, Zeng L, Peng T, Li XR, Zhu GS, Luo SK. Morphological aesthetics assessment of the predicted 3D simulation results and the actual results of breast augmentation. Aesthetic Plast Surg 2024 48(4) 568-579, PMID 37608189, doi 10.1007/s00266-023-03597-4 (Guangdong Second Provincial General Hospital, Guangzhou). Abstract read 2026-10-01 from the Europe PMC record: simulated against actual post-operative 3D results of 103 breast augmentation patients, retrospective; the actual result had a mean increase in nipple-to-inframammary-fold distance of 0.3 cm (P below 0.05) and in basal breast width of 0.3 cm (P below 0.001), not significant in larger breast volumes, and the volume distribution differed between simulated and actual breasts, upper pole 52.9 against 49.2 percent (P below 0.05) and lower pole 47.1 against 50.8 percent (P below 0.001), not significant in larger chest circumferences; the authors conclude 3D simulation has uncertainties related to the patient's chest circumference and breast volume publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_breastaugplanning.json · pin h2f89c281b1c6d8399782511faec3e0a6280a31a849dcd825069ba14c8c37e4eb · accessed 2026-10-01 · published-paperGrounds: fem-surrogate-predictor
  186. [arxiv_facescan_search_202610] arXiv search for the phrase face scanning, newest announced first, 25 entries read 2026-10-01 through arxiv.org because the export API answered 429: the newest is GNM Head, A Generative aNthropometric Model of the human head (2607.23687, announced July 2026), then BFSM the bidirectional face-skull morphable model (September 2025); nothing announced in August, September or October publisher · read in our library knowledge/fetched/rf_3868e53b.raw · pin h50cae79a362009f4c24bb5442de9b2d15a46233df80d686a6fa3de15585cb105 · accessed 2026-10-01 · mirrored-indexGrounds: MB8
  187. [surg_pinnochio_2026_ft] Lee J, Kim D, Gu K, Hu Z, Kuang T, Hopeman F, Liebschner MAK, Gateno J and Yan P (Rensselaer Polytechnic Institute, Troy; Houston Methodist Research Institute, Oral and Maxillofacial Surgery; Baylor College of Medicine), PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery, arXiv 2606.01572, FULL TEXT read 2026-10-01 from the arXiv HTML: pretrained on FEM-simulated volumetric displacements, then fine-tuned end to end on real postoperative cases with supervision from the clinically observed postoperative outer facial surface only; against that postoperative surface it reports the lowest error of the compared methods, Chamfer distance 1.12 mm, Hausdorff distance 2.73 mm and PWR at 2 mm of 86.55 percent (the share of facial surface area whose error is under 2 mm, averaged over patients). A millimetre validation against post-operative 3D from RPI and Houston Methodist publisher · read in our library knowledge/fetched/cmp_aesthetictwin_bfh_pinnochio_2606_01572.html · pin hf094092b3e6892dd2349eaf3d9c4bbf2dadcca58f6b38d679c808b37db8a28b1 · accessed 2026-10-01 · published-paperGrounds: SB-SURGOUTCOME-2609
  188. [surg_atiyeh_review_2026_ft] Atiyeh BS, Issa OB, Daoud FJ and Baajour JA (Division of Plastic and Reconstructive Surgery, American University of Beirut Medical Center), Preoperative 3-dimensional Simulation in Aesthetic Surgery, Plast Reconstr Surg Glob Open 2026 14(8):e7999 (PMID 42559587, PMC13441132, open access), FULL TEXT read 2026-10-01 from the Europe PMC JATS XML: 17 studies (12 breast augmentation, 5 rhinoplasty); rhinoplasty prediction is less reliable, particularly for tip projection; its table records Yamamichi 2025 (Crisalix) simulated tip projection significantly overestimated, Persing 2018 (Vectra) tip projection significantly greater in the actual than in the simulated images, Adelson 2008 (Mirror) columella tip angle underestimated at 6 months, and Choi et al a simulation-to-outcome correlation of 0.842 for nasal tip projection; the review reports the two signs per software (Vectra under, Crisalix over) without reconciling them. A secondary synthesis, not a new measurement publisher · read in our library knowledge/fetched/cmp_aesthetictwin_bfh_atiyeh2026_review.xml · pin h58d4ef5fa142353849cf6b8655f16136320ca765867188cdca3d531abd37e3c6 · accessed 2026-10-01 · published-paperGrounds: SB-SURGOUTCOME-2609
  189. [surg_berends_radboud_2025_ft] Berends B, Bielevelt F, Baan F, Schreurs R, Maal T, Xi T and de Jong G (Radboudumc 3D Lab and Oral and Maxillofacial Surgery, Radboud University Medical Center, Nijmegen; Amsterdam UMC), Soft-tissue prediction based on 3D photographs for virtual surgery planning of orthognathic surgery, Comput Biol Med 2025 194:110529 (PMID 40505289, CC BY per Europe PMC), the open full-text PDF MIRRORED 2026-10-01 from the Radboud Repository (OpenAlex names it the open copy); the sovereign text extraction (nx_pdf_text job 1790827977, started 1790827900) had NOT finished when this row was written, so the numbers here are read from the Europe PMC record (knowledge/fetched/cmp_aesthetictwin_bfh_epmc_core_2pmid.json), not from the PDF body: 458 patients, a morphable model plus PCA plus a feedforward network predicting maxilla, mandible and chin effects from 3D photographs in 0.02 s; surface distance against the actual postoperative soft tissue 1.17 plus or minus 0.49 mm across all surgery types, regionally 0.55 plus or minus 0.23 mm (nose) to 1.60 plus or minus 0.96 mm (chin) publisher · read in our library knowledge/fetched/cmp_aesthetictwin_bfh_berends2025_radboud_fulltext.pdf · pin hbef8070925a9ca9254fcd1f3dad413810987a8f0e0541183c1c91b9eab5255c3 · accessed 2026-10-01 · published-paperGrounds: SB-SURGOUTCOME-2609
  190. [bovet2026] Bovet J (School of Psychology, Northumbria University), Truchard V, Touzeau C, Chevallier C, Baumard N (Institut Jean Nicod, Ecole Normale Superieure, PSL, Paris). Perceived Waist-to-Hip Ratio Predicts Attractiveness, Age, and Parity Judgments in Pre-Contemporary European Portraits of Clothed Women. Archives of Sexual Behavior 55(5), 2027-2039 (2026), electronic 2026-06-30, PMC13427934, CC BY. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_bovet2026.html · pin had52c54ed49f63d8f7c343d59e97db702e42ff3906f66601627e29ea4b9d5bde · accessed 2026-10-01 · published-paperGrounds: Attractive body-proportion range. FULL TEXT read 2026-10-01: 608 painted female figures (1650-1950), 1,525 Prolific raters; per 0.10 increase in perceived WHR attractiveness fell 0.48 points on a 1-7 scale (95 percent CI 0.42 to 0.54), perceived age rose 4.25 years and the odds of being judged parous rose 2.17 times; an exploratory quadratic peaked at WHR 0.44, BELOW the minimum observed 0.47, so within the observed range lower read as more attractive with no interior optimum at 0.70. The newest on-subject witness in the current-month listing; perceived (silhouette) WHR, not girth-measured WHR.
  191. [epmc_bodyattr_202610] Europe PMC listing read 2026-10-01: abstracts matching waist-to-hip, waist-hip, leg-to-body or body shape AND attractiveness or attractive, sorted by first publication date descending, 25 rows. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_bodyattr_abs_202610.json · pin h5259c32f3c29ded099dfbbd7decee47edfd9b1cc678555329bf040d63b46a9b1 · accessed 2026-10-01 · mirrored-indexGrounds: Attractive body-proportion range. Every title read and classified by subject: the September 2026 rows are homonyms (microRNA and breast cancer, an eating-disorder chatbot, freshwater fish, a Nigerian body-image preprint on anthropometry); the newest ON-SUBJECT first publication is bovet2026 (issue 2026-05, electronic 2026-06-30), then a 2026-05 scoping review of subjective fat-distribution tools and a 2026-01 PLoS Biology male-attractiveness experiment. An earlier unrestricted full-text query (cmp_aesthetictwin_epmc_bodyattr_202610.json) returned 30 off-subject rows and is NOT cited.
  192. [sorokowski2012] Sorokowski P, Sorokowska A. Judgments of sexual attractiveness: a study of the Yali tribe in Papua. Archives of Sexual Behavior 41(5), 1209-1218 (2012), PMC3474915, open access. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_sorokowski2012.html · pin hc5d7e270700a65e2251efd9c3826fe00dc010e3d1b622c2ddeae6a9b27c4090f · accessed 2026-10-03 · published-paperGrounds: Attractive body-proportion range. FULL TEXT read 2026-10-03: women's leg-to-body ratio M .445, SD .014 (30 Yali women); female silhouettes built at LBR .400, .425, .450, .475 and .500 in 5 percent steps; almost 33 percent of men chose .475 as the most attractive, .450 second, and .400 and .500 were rated least attractive. The lbr band of knowledge/attractive_bands.conf is the two most chosen stimuli, 450..475 per mille; the paper calls its measure sitting height over height while its values can only be leg length (height minus sitting height) over height.
  193. [moon2007] Moon JR, Hull HR, Tobkin SE, Teramoto M, Karabulut M, Roberts MD, Ryan ED, Kim SJ, Dalbo VJ, Walter AA, Smith AT, Cramer JT, Stout JR. Percent body fat estimations in college women using field and laboratory methods: a three-compartment model approach. Journal of the International Society of Sports Nutrition 4, 16 (2007), PMC2212632, open access. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_moon2007.html · pin h40451a87548bc1ca6dac80806645d843aa334b5e91e9abd80f9e4291e7f074d6 · accessed 2026-10-03 · published-paperGrounds: Attractive body-proportion range. FULL TEXT read 2026-10-03: 30 college women aged 21.1 +/- 1.5, weight 61.2 +/- 6.8 kg, height 164.8 +/- 4.7 cm (table 1); body density by hydrostatic weighing with residual volume measured, percent fat from it by the revised Brozek formula (4.57/BD - 4.142) x 100, hydrostatic percent fat 24.8 +/- 5.6 (table 2). The mass model's density (Brozek inverted at the mean: 4.57/4.390 = 1.0410 g/ml) and stature (1648 mm).
  194. [adler2017] Adler C, Steinbrecher A, Jaeschke L, Maehler A, Boschmann M, Jeran S, Pischon T. Validity and reliability of total body volume and relative body fat mass from a 3-dimensional photonic body surface scanner. PLoS One 12(7), e0180201 (2017), PMC5495384, open access. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_adler2017.html · pin h09f27b8d6dad5a121c19d08c84db7080a294a60ca00dfcf8d3b9731c49a2acad · accessed 2026-10-03 · published-paperGrounds: Attractive body-proportion range. FULL TEXT read 2026-10-03: the outside method witness for weighing a body by its surface. Body density is body mass over total body volume, and volume from a 3D surface scan exceeded air-displacement plethysmography by 1.1 +/- 0.9 L in 32 adults; percent fat by Siri (4.95/BD - 4.50) x 100, sample mean 23.7 +/- 11.6 percent. Cross-check of the mass model's density: Siri at 23.7 percent is 1.0450 g/ml against moon2007's 1.0410.
  195. [epmc_lbr_oa_202610] Europe PMC listing read 2026-10-03: open-access records matching leg-to-body ratio AND attractiveness or perineum, sorted by citations, 6 rows. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_lbr_oa_202610.json · pin h3a7e3b857e26e90ddb9ffd5621dccd8d554b8307191e3ae932b319fb7264c6de · accessed 2026-10-03 · mirrored-indexGrounds: Attractive body-proportion range. Every row read: two R Soc Open Sci papers on MALE leg ratios (versluys2017 and its 2018 sequel), a posture-relationship study, a partner-similarity study, a 2025 body-feature study that measured leg-to-body ratio on real women but prints no values in the article body, and sorokowski2012, the only full text stating female LBR numbers. kiire2016 and frederick2010 are not open access.
  196. [epmc_bodydensity_oa_202610] Europe PMC listing read 2026-10-03: open-access records in Europe PMC matching body density AND hydrostatic weighing, hydrodensitometry or underwater weighing AND women, sorted by citations, 50 rows. publisher · read in our library knowledge/fetched/cmp_aesthetictwin_epmc_bodydensity_oa_202610.json · pin h0bd8f87472b07c52600bdaa6d62fb1bbcaf6681b303902f8a42059281fadead4 · accessed 2026-10-03 · mirrored-indexGrounds: Attractive body-proportion range. Every title read: mostly reviews and bioimpedance validations; the two primary sources with a whole-body density for women in the article body are moon2007 (hydrostatic, 30 college women) and adler2017 (surface-scan volume against plethysmography).

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