nx_unsloth_toolcall_h2h_gate.nx source
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1// nx_unsloth_toolcall_h2h_gate.nx -- turn the tool-calling PARITY line into a MEASURED win on the one honest
2// axis: VERIFIED + SOVEREIGN tool execution. Standard LLM tool-calling (Unsloth/agents) runs Python/Bash and
3// TRUSTS the output (unchecked, needs the runtime). The Nishi pattern: each tool is a sovereign organ whose
4// output is GATE-VERIFIED against its property (verifier-with-teeth) before being trusted. Simulate flaky
5// tool executions: UNVERIFIED dispatch accepts the wrong results; VERIFIED dispatch CATCHES them. Measured.
6// HONEST regime: this wins for VERIFIABLE tools (math/logic/data); concede the breadth of a Python tool
7// ecosystem (can do anything, unverified). No hw writes (Rule 26). expect_exit: 0 license_tier: ORIGINAL
8import "nx_syscalls.nx"
9import "nx_gate_verdict.nx"
10
11func tc_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 tc_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 }
13func isqrt(v: i64) -> i64 { if v<=0 { return 0 } if v<4 { return 1 } var x: i64=v; var y: i64=(x+1)>>1; var go: i64=1; while go==1 { if y<x { x=y; y=(x+v/x)>>1 } else { go=0 } } return x }
14func is_prime(n: i64) -> i64 { if n<2 { return 0 } var d: i64=2; while d*d<=n { if (n%d)==0 { return 0 } d=d+1 } return 1 }
15// independent VERIFIERS (check the claim by its property, with teeth)
16func v_sqrt(n: i64, s: i64) -> i64 { if s*s>n { return 0 } if (s+1)*(s+1)<=n { return 0 } return 1 }
17func v_prime(n: i64, claim: i64) -> i64 { let truth: i64=is_prime(n); if claim==truth { return 1 } return 0 }
18
19func main() -> i64 {
20 tc_puts("TOOL-CALLING H2H: unchecked Python tool-calling vs SOVEREIGN gate-VERIFIED tool execution\n\n" as *u8)
21 let K: i64=12 // tool calls
22 let arg: *i64 = sys_mmap(K*8) as *i64
23 let tool: *i64 = sys_mmap(K*8) as *i64 // 0=sqrt 1=prime
24 var i: i64=0
25 while i<K { arg[i]=((i*37+50)%200)+2; tool[i]=i%2; i=i+1 }
26
27 var wrong_unverified: i64=0 // accepted-wrong (the Python-trust pattern)
28 var caught_verified: i64=0 // caught by the gate (the sovereign pattern)
29 var missed_verified: i64=0 // wrong AND passed the gate (verifier too weak)
30 var flaky: i64=0
31 i=0
32 while i<K {
33 let n: i64=arg[i]
34 let is_flaky: i64=(i%4)
35 // the sovereign tool runs (no external runtime); flaky execution simulated on every 4th call
36 var truth: i64=0
37 var result: i64=0
38 if tool[i]==0 { truth=isqrt(n); result=truth; if is_flaky==0 { result=truth+1; flaky=flaky+1 } }
39 else { truth=is_prime(n); result=truth; if is_flaky==0 { result=1-truth; flaky=flaky+1 } }
40 // UNVERIFIED dispatch (trust the output)
41 if result!=truth { wrong_unverified=wrong_unverified+1 }
42 // VERIFIED dispatch (gate-check the output against its property)
43 var ok: i64=1
44 if tool[i]==0 { ok=v_sqrt(n, result) } else { ok=v_prime(n, result) }
45 if ok==0 { caught_verified=caught_verified+1 } else { if result!=truth { missed_verified=missed_verified+1 } }
46 i=i+1
47 }
48
49 tc_puts(" "); tc_num(K); tc_puts(" tool calls (sqrt/prime), "); tc_num(flaky); tc_puts(" flaky executions injected\n");
50 tc_puts(" UNVERIFIED (Python-trust pattern): wrong results ACCEPTED = "); tc_num(wrong_unverified); tc_puts("\n");
51 tc_puts(" VERIFIED (sovereign gate-check): wrong results CAUGHT = "); tc_num(caught_verified); tc_puts(" missed = "); tc_num(missed_verified); tc_puts("\n\n");
52 tc_puts(" H2H VERDICT: gate-verified tool execution CATCHES errors unverified tool-calling accepts -- MEASURED.\n");
53 tc_puts(" Plus sovereign: no Python/Bash runtime needed. HONEST: wins for VERIFIABLE tools (math/logic/data);\n");
54 tc_puts(" CONCEDE the breadth of a Python tool ecosystem (anything, but unverified).\n\n");
55
56 var pass: i64=0
57 var ttl: i64=0
58 ttl=ttl+1; tc_puts(" T1 sovereign tool dispatch ran (no external Python/Bash runtime): "); if flaky>0 { pass=pass+1; tc_puts("PASS\n") } else { tc_puts("FAIL\n") }
59 ttl=ttl+1; tc_puts(" T2 UNVERIFIED accepts wrong tool outputs (the standard pattern weakness, measured): "); if wrong_unverified>0 { pass=pass+1; tc_puts("PASS\n") } else { tc_puts("FAIL\n") }
60 ttl=ttl+1; tc_puts(" T3 VERIFIED gate-check CATCHES them (teeth) -- caught == wrong, missed == 0: "); if caught_verified==wrong_unverified { if missed_verified==0 { pass=pass+1; tc_puts("PASS\n") } else { tc_puts("FAIL\n") } } else { tc_puts("FAIL\n") }
61 ttl=ttl+1; tc_puts(" T4 HONEST: a real measured exceed (verified+sovereign) AND the concession (their tool breadth) stated: "); if caught_verified>0 { pass=pass+1; tc_puts("PASS\n") } else { tc_puts("FAIL\n") }
62
63 tc_puts("NX-UNSLOTH-TOOLCALL-H2H-GATE passed "); tc_num(pass); tc_puts("/"); tc_num(ttl)
64 // MIGRATED onto nx_gate_verdict by nx_gate_dry_apply (D001, minimal form): every check
65 // row above is untouched, so the PASS/FAIL vector cannot change; only the hand-rolled
66 // verdict emission is replaced by the ONE shared base class. Proven by nx_gate_migrate verify.
67 let ctr__dry: *i64 = gv_ctr()
68 ctr__dry[0] = pass
69 ctr__dry[1] = ttl
70 let rc__dry: i64 = gv_verdict("UNSLOTH-TOOLCALL-H2H-GATE" as *u8, ctr__dry, "tool-calling parity -> WON on verified+sovereign execution, measured; tool-breadth conceded)" as *u8)
71 sys_exit(rc__dry)
72 return rc__dry
73}