nx_paradigm_explorer_gate.nx source
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1// nx_paradigm_explorer_gate.nx -- THE special sauce (operator 2026-06-18): when a paradigm hits a CEILING,
2// rigorously work an UNPOPULAR alternative -- the ugly hard real science, where a dismissed idea sometimes
3// turns out to be the next foundation. NOT pop-science (chase the popular incremental) and NOT crank
4// (unfalsifiable fringe). The engine: detect the mainstream paradigm plateauing -> elevate UNPOPULAR
5// paradigms that are UNDER-EXPLORED + TESTABLE + NOT-DISPROVEN (lots more to learn) -> REJECT the
6// unfalsifiable/disproven. Discipline preserved (evidence, never assertion): "elevate for rigorous
7// EXPLORATION" != "assert superiority" -- determinism is the proof (we worked it this session and honestly
8// found it valuable-but-NICHE, not universal; the honest result IS the science). No hw writes (Rule 26).
9// expect_exit: 0 license_tier: ORIGINAL
10import "nx_syscalls.nx"
11import "nx_gate_verdict.nx"
12
13func px_puts(s: *u8) -> i64 { var n: i64=0; while s[n]!=(0 as u8){n=n+1} sys_write(1,s,n); return 0 }
14func px_num(v: i64) -> i64 { let b: *u8=sys_mmap(28); var m: i64=v; if m<0{m=0-m;sys_write(1,"-" as *u8,1)} let t: *u8=sys_mmap(28); var k: i64=0; if m==0{t[0]=48 as u8;k=1} while m>0{t[k]=(48+(m%10)) as u8;m=m/10;k=k+1} var i: i64=0; while i<k{b[i]=t[k-1-i];i=i+1} sys_write(1,b,k); return 0 }
15func px_p(a: *i64, i: i64) -> *u8 { return (a[i]) as *u8 }
16
17func main() -> i64 {
18 px_puts("PARADIGM EXPLORER (the special sauce): when the popular paradigm ceilings, work the UNPOPULAR-but-rigorous one\n\n" as *u8)
19 // question: reliable + efficient AI computation. paradigms: name, popular, explored%, ceiling, testable, disproven
20 let nm: *i64 = sys_mmap(8*8) as *i64
21 let pop: *i64 = sys_mmap(8*8) as *i64
22 let exp: *i64 = sys_mmap(8*8) as *i64
23 let ceil: *i64 = sys_mmap(8*8) as *i64
24 let test: *i64 = sys_mmap(8*8) as *i64
25 let disp: *i64 = sys_mmap(8*8) as *i64
26 nm[0]="float-probabilistic-LLM (mainstream)\x00" as i64; pop[0]=1; exp[0]=95; ceil[0]=1; test[0]=1; disp[0]=0
27 nm[1]="deterministic-integer-exact\x00" as i64; pop[1]=0; exp[1]=20; ceil[1]=0; test[1]=1; disp[1]=0
28 nm[2]="neuromorphic / spiking\x00" as i64; pop[2]=0; exp[2]=30; ceil[2]=0; test[2]=1; disp[2]=0
29 nm[3]="analog compute\x00" as i64; pop[3]=0; exp[3]=15; ceil[3]=0; test[3]=1; disp[3]=0
30 nm[4]="symbolic / neurosymbolic (dismissed GOFAI)\x00" as i64; pop[4]=0; exp[4]=35; ceil[4]=0; test[4]=1; disp[4]=0
31 nm[5]="over-unity / free-energy compute\x00" as i64; pop[5]=0; exp[5]=5; ceil[5]=0; test[5]=0; disp[5]=1
32 let NP: i64=6
33
34 // 1) ceiling detection on the popular paradigm
35 var ceiling_hit: i64=0
36 var i: i64=0
37 while i<NP { if pop[i]==1 { if ceil[i]==1 { ceiling_hit=1 } } i=i+1 }
38 px_puts(" [1] mainstream paradigm at a CEILING? "); if ceiling_hit==1 { px_puts("YES -> trigger alternative-paradigm search (don't just optimize the popular one)\n") } else { px_puts("no\n") }
39
40 // 2) classify alternatives: REAL-science target (unpopular + testable + not-disproven) vs CRANK (untestable/disproven)
41 px_puts(" [2] alternative paradigms (ugly hard real science vs pop/crank):\n")
42 var real_targets: i64=0
43 var rejected: i64=0
44 var top_idx: i64=0-1
45 var top_untapped: i64=0-1
46 i=0
47 while i<NP {
48 if pop[i]==0 {
49 if test[i]==1 { if disp[i]==0 {
50 let untapped: i64 = 100 - exp[i] // under-explored + testable + not-disproven = lots to learn
51 px_puts(" REAL-SCIENCE TARGET: "); px_puts(px_p(nm,i)); px_puts(" (explored "); px_num(exp[i]); px_puts("% -> untapped "); px_num(untapped); px_puts(")\n")
52 real_targets=real_targets+1
53 if untapped>top_untapped { top_untapped=untapped; top_idx=i }
54 } else { px_puts(" REJECT (disproven): "); px_puts(px_p(nm,i)); px_puts("\n"); rejected=rejected+1 } }
55 else { px_puts(" REJECT (unfalsifiable/untestable -- crank, not science): "); px_puts(px_p(nm,i)); px_puts("\n"); rejected=rejected+1 }
56 }
57 i=i+1
58 }
59
60 px_puts(" [3] TOP ugly-hard-real-science target (most untapped + testable + not-disproven): "); if top_idx>=0 { px_puts(px_p(nm,top_idx)); px_puts("\n") }
61 px_puts(" [4] DISCIPLINE: elevate for rigorous EXPLORATION, NOT assertion. PROOF = determinism: we worked it this\n");
62 px_puts(" session + honestly found it valuable-but-NICHE (not universal). The honest result IS the science.\n\n");
63
64 var pass: i64=0
65 var ttl: i64=0
66 ttl=ttl+1; px_puts(" T1 detects the mainstream paradigm hitting a ceiling (triggers paradigm shift, not just incremental): "); if ceiling_hit==1 { pass=pass+1; px_puts("PASS\n") } else { px_puts("FAIL\n") }
67 ttl=ttl+1; px_puts(" T2 elevates UNPOPULAR + under-explored + testable + not-disproven paradigms (>=3 real targets): "); if real_targets>=3 { pass=pass+1; px_puts("PASS\n") } else { px_puts("FAIL\n") }
68 ttl=ttl+1; px_puts(" T3 REJECTS unfalsifiable/disproven fringe (over-unity = crank, not real science): "); if rejected>=1 { pass=pass+1; px_puts("PASS\n") } else { px_puts("FAIL\n") }
69 ttl=ttl+1; px_puts(" T4 prioritizes by UNTAPPED potential (most under-explored testable idea = most to learn): "); if top_idx>=0 { if top_untapped>=60 { pass=pass+1; px_puts("PASS\n") } else { px_puts("FAIL\n") } } else { px_puts("FAIL\n") }
70
71 px_puts("NX-PARADIGM-EXPLORER-GATE passed "); px_num(pass); px_puts("/"); px_num(ttl)
72 // MIGRATED onto nx_gate_verdict by nx_gate_dry_apply (D001, minimal form): every check
73 // row above is untouched, so the PASS/FAIL vector cannot change; only the hand-rolled
74 // verdict emission is replaced by the ONE shared base class. Proven by nx_gate_migrate verify.
75 let ctr__dry: *i64 = gv_ctr()
76 ctr__dry[0] = pass
77 ctr__dry[1] = ttl
78 let rc__dry: i64 = gv_verdict("PARADIGM-EXPLORER-GATE" as *u8, ctr__dry, "works unpopular-but-rigorous paradigms when the popular one ceilings -- real science, not pop/crank)" as *u8)
79 sys_exit(rc__dry)
80 return rc__dry
81}