code wiki / _hdl_build / nx_sclass_grade_report.nx
nx_sclass_grade_report.nx source
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1// nx_sclass_grade_report.nx -- the HONEST S-class standing of the team. Each capability is graded
2// with skeptical, triangulated inputs (no flattering). The point is to tell the truth: how many are
3// TRULY S-class exceed vs parity vs behind vs process-only. The grader DEMOTES untriangulated
4// "exceeds" to parity (the x*45 lesson) and refuses S to anything without an external head-to-head.
5// Exit 0 if the grading is internally honest (ties/behind do NOT grade S; the count is not inflated).
6// license_tier: ORIGINAL
7
8import "nx_sclass_grader.nx"
9import "nx_syscalls.nx"
10
11func gr_puts(s: *u8) -> i64 { var n: i64 = 0; while s[n] != (0 as u8) { n = n + 1 } sys_write(1, s, n); return 0 }
12func gr_num(v: i64) -> i64 { let bb: *u8 = sys_mmap(28); var m: i64=v; if m<0 {m=0-m}; let t: *u8 = sys_mmap(28); var k: i64=0; if m==0 {t[0]=48;k=1}; while m>0 {t[k]=48+(m%10); m=m/10; k=k+1}; var i: i64=0; while i<k {bb[i]=t[k-1-i]; i=i+1}; sys_write(1, bb, k); return 0 }
13func gr_tier(g: i64) -> i64 { if g==SG_S_EXCEED {gr_puts("S-EXCEED " as *u8)} if g==SG_A_PARITY {gr_puts("A-parity " as *u8)} if g==SG_B_BEHIND {gr_puts("B-behind " as *u8)} if g==SG_P_PROCESS {gr_puts("P-process" as *u8)} if g==SG_U_UNVERIFIED {gr_puts("U-unverif" as *u8)} return 0 }
14
15func main() -> i64 {
16 gr_puts("=== HONEST S-class standing (skeptical + triangulated, no flattering) ===\n" as *u8)
17 let G: *i64 = sys_mmap(8*16) as *i64
18 // capability: sg_grade(has_ext, verified, beats, triangulated, matches)
19 // 0 boolean-circuit minimization: 71 verified insn-count wins, triangulated vs gcc-14 + clang-18
20 G[0] = sg_grade(1,1,1,1,0); gr_puts(" boolean-minimization (71 wins) -> " as *u8); gr_tier(G[0]); gr_puts(" (GENUINE but NARROW: 3-input; compiler emits SOP not minimized)\n" as *u8)
21 // 1 multiply-by-constant codegen: triangulation made x*45 a TIE, x*100 a loss -> parity
22 G[1] = sg_grade(1,1,0,1,1); gr_puts(" multiply-by-const codegen -> " as *u8); gr_tier(G[1]); gr_puts(" (triangulation killed the 'exceed' -> tie)\n" as *u8)
23 // 2 Karatsuba bignum: beats a naive compiler but BEHIND GMP (Toom/Schonhage)
24 G[2] = sg_grade(1,1,0,1,0); gr_puts(" Karatsuba bignum (vs GMP) -> " as *u8); gr_tier(G[2]); gr_puts(" (GMP has Schonhage-Strassen; we are behind best)\n" as *u8)
25 // 3 imatrix water-filling: matches the rate-distortion allocation optimum (cannot exceed optimal)
26 G[3] = sg_grade(1,1,0,0,1); gr_puts(" imatrix water-filling -> " as *u8); gr_tier(G[3]); gr_puts(" (matches the known optimum/SOTA method)\n" as *u8)
27 // 4 roofline diagnosis: a correct implementation of a known model (Williams 2009)
28 G[4] = sg_grade(1,1,0,0,1); gr_puts(" roofline bottleneck diagnosis -> " as *u8); gr_tier(G[4]); gr_puts(" (implements a known model)\n" as *u8)
29 // 5 quant/VRAM (KIVI/PagedAttention) -- we MODEL SOTA, do not beat it
30 G[5] = sg_grade(1,1,0,0,1); gr_puts(" quant/VRAM modeling (KIVI/PA) -> " as *u8); gr_tier(G[5]); gr_puts(" (models SOTA, parity-as-model)\n" as *u8)
31 // 6 rd-perception fidelity: correct re-derivation of Blau-Michaeli (a better known metric)
32 G[6] = sg_grade(1,1,0,0,1); gr_puts(" rate-distortion-perception fid. -> " as *u8); gr_tier(G[6]); gr_puts(" (correct known metric)\n" as *u8)
33 // 7 Researcher + governed loop vs Claude deep-research: rigor exceed, but no clean external head-to-head
34 G[7] = sg_grade(0,1,0,0,0); gr_puts(" Researcher/governed loop -> " as *u8); gr_tier(G[7]); gr_puts(" (rigor/reproducibility exceed, but PROCESS -- delegates fetch)\n" as *u8)
35 // 8 Critic
36 G[8] = sg_grade(0,1,0,0,0); gr_puts(" Critic (scientific evaluation) -> " as *u8); gr_tier(G[8]); gr_puts(" (novel governance, no external race)\n" as *u8)
37 // 9 Builder synthesis (team authors by search)
38 G[9] = sg_grade(0,1,0,0,0); gr_puts(" Builder synthesis (authors) -> " as *u8); gr_tier(G[9]); gr_puts(" (self-sufficiency, no external race)\n" as *u8)
39 let N: i64 = 10
40
41 let s: i64 = sg_count(N,G,SG_S_EXCEED); let a: i64 = sg_count(N,G,SG_A_PARITY); let b: i64 = sg_count(N,G,SG_B_BEHIND); let p: i64 = sg_count(N,G,SG_P_PROCESS)
42 gr_puts("----\n HONEST STANDING: S-exceed=" as *u8); gr_num(s); gr_puts(" A-parity=" as *u8); gr_num(a); gr_puts(" B-behind=" as *u8); gr_num(b); gr_puts(" P-process=" as *u8); gr_num(p); gr_puts("\n" as *u8)
43 gr_puts(" verdict: NOT broadly S-class. 1 genuine but NARROW exceed (boolean). Most are parity-with-SOTA; the loop-level wins are PROCESS rigor, not raw-capability exceeds.\n" as *u8)
44 gr_puts(" path to REAL S: close the 3x rate-distortion gap (beat SOTA quant), Toom/Schonhage (beat GMP), or a verified novel-compose.\n" as *u8)
45
46 let r: *i64 = sys_mmap(8*8) as *i64
47 r[0] = 0; if G[0] == SG_S_EXCEED { r[0] = 1 } // boolean is the one genuine exceed
48 r[1] = 0; if G[1] == SG_A_PARITY { r[1] = 1 } // multiply tie is NOT graded S (honest)
49 r[2] = 0; if G[2] == SG_B_BEHIND { r[2] = 1 } // karatsuba honestly behind GMP
50 r[3] = 0; if G[7] == SG_P_PROCESS { if G[8] == SG_P_PROCESS { if G[9] == SG_P_PROCESS { r[3] = 1 } } } // loop = process, not S
51 r[4] = 0; if s == 1 { r[4] = 1 } // exactly ONE S (not inflated)
52 var pass: i64 = 0; var i: i64 = 0
53 while i < 5 { pass = pass + r[i]; i = i + 1 }
54 gr_puts(" self-check passed " as *u8); gr_num(pass); gr_puts("/5 (the grading is honest, not inflated)\n" as *u8)
55 if pass == 5 { sys_exit(0); return 0 }
56 sys_exit(1); return 1
57}