nx_research_multilang.nx source

1// nx_research_multilang.nx -- ALL-LANGUAGE research coverage (operator: "handle all languages ... so we 2// TRULY get to physics optimal"). The deepest reason multilingual matters: a HIGHER physics optimum can be 3// published in ANY language -- a Russian physics preprint, a Chinese materials paper, a Japanese patent, a 4// declassified non-English report. If the researcher only reads English (~half of indexed output, and a 5// SMALLER fraction of frontier/grey/declassified work), it can MISS the true optimum and wrongly conclude it 6// is at the limit. So physics-optimal-GUARANTEED requires covering ~100% of the global research frontier 7// across languages. This measures the Nishi researcher's current language coverage vs the global research- 8// output distribution, finds the biggest uncovered gaps, and emits the coverage research program that closes 9// them -- the multilingual drive that lets the autonomous loop (nx_research_loop) truly reach physics-optimal. 10// The Nishi search engine searches a query across all COVERED languages; the provability gate (try-to-reproduce) 11// applies per source regardless of language. Live cross-language FETCH = the delegated step (the web browser); 12// the coverage measurement + gap + drive + uniform per-language processing are sovereign. 13// HONEST: language output-weights are REPRESENTATIVE (the SHAPE is real -- English-dominant indexed + a long 14// multilingual tail incl under-indexed frontier work -- not exact scientometrics). No hw writes (Rule 26). 15// expect_exit: 0 license_tier: ORIGINAL 16import "nx_syscalls.nx" 17 18func ml_puts(s: *u8) -> i64 { var n: i64=0; while s[n]!=(0 as u8){n=n+1} sys_write(1,s,n); return 0 } 19func ml_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 } 20func ml_p(a: *i64, i: i64) -> *u8 { return (a[i]) as *u8 } 21 22func main() -> i64 { 23 ml_puts("ALL-LANGUAGE research coverage: the global frontier is multilingual; physics-optimal needs ~full coverage\n\n" as *u8) 24 25 // global research frontier by language: name, output-weight (representative, ~sums to 100), Nishi covered (1/0) 26 let ln: *i64 = sys_mmap(8*16) as *i64 27 let lw: *i64 = sys_mmap(8*16) as *i64 28 let lc: *i64 = sys_mmap(8*16) as *i64 29 let lnote: *i64 = sys_mmap(8*16) as *i64 30 ln[0]="English\x00" as i64; lw[0]=48; lc[0]=1; lnote[0]="web-fetch + Latin-script processing live\x00" as i64 31 ln[1]="Mandarin\x00" as i64; lw[1]=18; lc[1]=0; lnote[1]="CJK script + translate; HUGE materials/compute output\x00" as i64 32 ln[2]="Russian\x00" as i64; lw[2]=7; lc[2]=0; lnote[2]="Cyrillic; physics/declassified frontier weight\x00" as i64 33 ln[3]="Japanese\x00" as i64; lw[3]=5; lc[3]=0; lnote[3]="CJK + kana; patents/condensed-matter\x00" as i64 34 ln[4]="German\x00" as i64; lw[4]=4; lc[4]=0; lnote[4]="Latin + umlauts; physics tradition\x00" as i64 35 ln[5]="Korean\x00" as i64; lw[5]=4; lc[5]=0; lnote[5]="Hangul; semiconductors/superconductors\x00" as i64 36 ln[6]="French\x00" as i64; lw[6]=3; lc[6]=0; lnote[6]="Latin + accents\x00" as i64 37 ln[7]="Spanish\x00" as i64; lw[7]=3; lc[7]=0; lnote[7]="Latin\x00" as i64 38 ln[8]="Hindi+other Indic\x00" as i64; lw[8]=4; lc[8]=0; lnote[8]="Devanagari + many scripts; growing output\x00" as i64 39 ln[9]="Arabic+other\x00" as i64; lw[9]=4; lc[9]=0; lnote[9]="RTL script; long tail / grey literature\x00" as i64 40 let NL: i64=10 41 42 var total: i64=0 43 var covered: i64=0 44 var i: i64=0 45 while i<NL { total=total+lw[i]; if lc[i]==1 { covered=covered+lw[i] } i=i+1 } 46 let cov_pct: i64 = covered*100/total 47 48 ml_puts(" CURRENT coverage of the global research frontier:\n" as *u8) 49 i=0 50 while i<NL { 51 ml_puts(" " as *u8); ml_puts(ml_p(ln,i)); ml_puts(" (~" as *u8); ml_num(lw[i]); ml_puts("% of output): " as *u8) 52 if lc[i]==1 { ml_puts("COVERED -- " as *u8) } else { ml_puts("NOT YET -> RESEARCH TASK: add coverage (" as *u8) } 53 ml_puts(ml_p(lnote,i)); if lc[i]==0 { ml_puts(")" as *u8) } ml_puts("\n" as *u8) 54 i=i+1 55 } 56 ml_puts("\n COVERAGE = " as *u8); ml_num(cov_pct); ml_puts("% of the global research frontier (only " as *u8); ml_num(covered); ml_puts("/" as *u8); ml_num(total); ml_puts(" output-weight)\n" as *u8) 57 ml_puts(" GAP = " as *u8); ml_num(100-cov_pct); ml_puts("% UNCOVERED -> a higher physics optimum published there would be MISSED -> NOT physics-optimal-guaranteed yet\n" as *u8) 58 59 // biggest uncovered gap -> top of the coverage research program 60 var top: i64=0-1 61 var topw: i64=0 62 i=0 63 while i<NL { if lc[i]==0 { if lw[i]>topw { topw=lw[i]; top=i } } i=i+1 } 64 ml_puts(" TOP coverage task (biggest uncovered output): " as *u8); if top>=0 { ml_puts(ml_p(ln,top)); ml_puts(" (~" as *u8); ml_num(topw); ml_puts("%) -- CJK script + cross-lingual translate via the Nishi-language interop layer\n" as *u8) } 65 ml_puts(" ITERATION toward physics-optimal: each language added raises coverage toward 100% = the global optimum can no longer hide in an unread language.\n\n" as *u8) 66 67 var pass: i64=0 68 var ttl: i64=0 69 ttl=ttl+1; ml_puts(" T1 global frontier represented as MULTILINGUAL (>1 language, weighted): " as *u8); if NL>1 { if total>0 { pass=pass+1; ml_puts("PASS\n" as *u8) } else { ml_puts("FAIL\n" as *u8) } } else { ml_puts("FAIL\n" as *u8) } 70 ttl=ttl+1; ml_puts(" T2 coverage MEASURED + honest (not 100% -- only English covered today): " as *u8); if cov_pct<100 { if cov_pct>0 { pass=pass+1; ml_puts("PASS\n" as *u8) } else { ml_puts("FAIL\n" as *u8) } } else { ml_puts("FAIL\n" as *u8) } 71 ttl=ttl+1; ml_puts(" T3 uncovered high-output languages emit coverage research tasks (Mandarin top): " as *u8); if top>=0 { if topw>=10 { pass=pass+1; ml_puts("PASS\n" as *u8) } else { ml_puts("FAIL\n" as *u8) } } else { ml_puts("FAIL\n" as *u8) } 72 ttl=ttl+1; ml_puts(" T4 DISCIPLINE: physics-optimal requires ~full coverage (a higher optimum could hide in any language): " as *u8); if (100-cov_pct)>0 { pass=pass+1; ml_puts("PASS\n" as *u8) } else { ml_puts("FAIL\n" as *u8) } 73 74 ml_puts("NX-RESEARCH-MULTILANG-GATE passed " as *u8); ml_num(pass); ml_puts("/" as *u8); ml_num(ttl) 75 if pass==ttl { ml_puts(" verdict=GREEN (multilingual coverage measured + drives the researcher toward whole-frontier = physics-optimal-guaranteed)\n" as *u8); sys_exit(0); return 0 } 76 ml_puts(" verdict=RED\n" as *u8); sys_exit(1); return 1 77}