Add BOB reasoning engine: Metatron, APL, Lean4, Rust, universal-corpus, knowledge-chunks
dfd38de verified | /** | |
| * metatron-logic.mjs β METATRON Recursive Logic Engine | |
| * | |
| * The METATRON backward read applied to each sorry in the Lean files. | |
| * Uses Ahmad's ERE (5-pass Enochian Reading Engine) + entropy gate. | |
| * | |
| * For each sorry: | |
| * Forward read (Reasoning): what does the theorem claim? | |
| * Backward read (METATRON): what must be true for that claim to hold? | |
| * ERE: is the backward read fabrication-free? | |
| * Entropy gate: is the proof path below H_Ο < 0.21? | |
| * Classification: PROVABLE | GENUINELY_OPEN | FALSE_AS_STATED | |
| * | |
| * Output: Lean proof terms for PROVABLE cases. | |
| * | |
| * Ahmad Ali Parr Β· SnapKitty Collective Β· FCC-Ο-β-2026 | |
| */ | |
| import { createHash, randomUUID } from 'crypto' | |
| import { readFileSync, writeFileSync, existsSync } from 'fs' | |
| import { join, dirname } from 'path' | |
| import { fileURLToPath } from 'url' | |
| const __dir = dirname(fileURLToPath(import.meta.url)) | |
| const RC_DIR = 'C:/Users/jessi/Desktop/bobs control repo/resonance-core/lib/math' | |
| const PHI = 1.618_033_988_749_895 | |
| const PHI_INV = 1 / PHI | |
| // ββ Load Ahmad's math engine ββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| let ereScore, ereRunPasses, shannonEntropy, klDivergence | |
| try { | |
| const { ereScore: es, ereRunPasses: erp } = await import(`file:///${RC_DIR}/ere.mjs`) | |
| const { shannonEntropy: se, klDivergence: kl } = await import(`file:///${RC_DIR}/entropy.mjs`) | |
| ereScore = es | |
| ereRunPasses = erp | |
| shannonEntropy = se | |
| klDivergence = kl | |
| } catch { | |
| // Fallback β inline minimal versions | |
| ereScore = input => { | |
| const str = String(input ?? '').toLowerCase() | |
| const fabricated = ['fabricat', 'invent', 'i made up', 'i cannot provide', 'as an ai'] | |
| let fails = 0 | |
| if (!str || str.length <= 3) fails++ | |
| if (fabricated.some(m => str.includes(m))) fails++ | |
| if (str === 'null' || str === 'undefined' || str === 'none') fails++ | |
| return fails / 5 | |
| } | |
| ereRunPasses = input => { | |
| const score = ereScore(input) | |
| return { score, certified: score === 0, metatron: score === 0 ? 'YES' : 'NO' } | |
| } | |
| shannonEntropy = probs => -probs.reduce((s, p) => p > 0 ? s + p * Math.log2(p) : s, 0) | |
| } | |
| // ββ Phinary entropy gate ββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| function h_phi(p) { | |
| const q = Math.max(1 - p, 1e-10) | |
| const pp = Math.max(p, 1e-10) | |
| return -(pp * Math.log(pp) + q * Math.log(q)) / Math.log(PHI) | |
| } | |
| // ββ METATRON backward read βββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| // For each theorem, returns: what must be true for the proof to close? | |
| // This is the cage recognizer reading the cage. | |
| function backward_read(theorem) { | |
| const { claim, domain_op, sorry_comment, kind } = theorem | |
| // What must hold for this sorry to be filled? | |
| const constraints = [] | |
| if (kind === 'fixed_point') { | |
| constraints.push({ | |
| name: 'operator_has_fixed_point', | |
| check: domain_op !== null && domain_op !== 'diverges', | |
| proof_sketch: domain_op ? `op 0 = 0` : null, | |
| }) | |
| constraints.push({ | |
| name: 'fixed_point_computable', | |
| check: ['zero_map', 'identity', 'phi_contract', 'step_fn', 'fractional'].includes(domain_op), | |
| proof_sketch: 'by norm_num / simp [DomainOperator]', | |
| }) | |
| } | |
| if (kind === 'open_problem') { | |
| constraints.push({ name: 'millennium_prize_unsolved', check: false, proof_sketch: null }) | |
| constraints.push({ name: 'requires_analytic_nt', check: false, proof_sketch: null }) | |
| } | |
| if (kind === 'convergence_to_zero') { | |
| constraints.push({ | |
| name: 'contraction_ratio_lt_1', | |
| check: domain_op === 'phi_contract', | |
| proof_sketch: domain_op === 'phi_contract' ? 'phi_inverse_golden' : null, | |
| }) | |
| constraints.push({ | |
| name: 'orbit_approaches_zero', | |
| check: domain_op === 'phi_contract', | |
| proof_sketch: domain_op === 'phi_contract' | |
| ? 'Orbit PhiContractive xβ m = (PHI_INV^m) * xβ β 0' | |
| : null, | |
| }) | |
| } | |
| const met_weight = constraints.filter(c => c.check).length | |
| const total = constraints.length || 1 | |
| const score = met_weight / total | |
| const entropy = h_phi(Math.max(score, 1e-10)) | |
| return { constraints, score, entropy, constraints_met: met_weight, total } | |
| } | |
| // ββ ERE validation of the backward read ββββββββββββββββββββββββββββββββββββββ | |
| function ere_validate(backward, claim) { | |
| const proof_sketches = backward.constraints | |
| .filter(c => c.proof_sketch) | |
| .map(c => c.proof_sketch) | |
| .join(' ') | |
| const ere = ereRunPasses(proof_sketches || claim) | |
| const gate = backward.entropy < 0.21 ? 'OPEN' : 'CLOSED' | |
| return { ere, gate, ere_score: ere.score } | |
| } | |
| // ββ Classify a sorry ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| function classify(theorem) { | |
| const back = backward_read(theorem) | |
| const valid = ere_validate(back, theorem.claim) | |
| let verdict | |
| if (theorem.kind === 'open_problem') { | |
| verdict = 'GENUINELY_OPEN' | |
| } else if (back.score >= 0.8 && valid.gate === 'OPEN' && valid.ere.certified) { | |
| verdict = 'PROVABLE' | |
| } else if (back.score > 0.4) { | |
| verdict = 'PROVABLE_WITH_FIX' | |
| } else { | |
| verdict = 'FALSE_AS_STATED' | |
| } | |
| return { theorem: theorem.name, claim: theorem.claim, back, valid, verdict, lean_proof: theorem.lean_proof ?? null } | |
| } | |
| // ββ Theorem catalog β every sorry across all 4 Lean files βββββββββββββββββββββ | |
| const THEOREMS = [ | |
| // β GrandUnified.lean ββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| { | |
| name: 'grand_unified::SetTheory', | |
| file: 'lean/metatron/GrandUnified.lean', | |
| claim: 'IsUnified SetTheory β identity op has a fixed point (every point)', | |
| kind: 'fixed_point', | |
| domain_op: 'identity', | |
| lean_proof: `exact β¨fun x => x, 0, rfl, fun x => rflβ©`, | |
| note: 'IsUnified must be redefined as "has a fixed point", not "converges to 0"', | |
| }, | |
| { | |
| name: 'grand_unified::CategoryTheory', | |
| file: 'lean/metatron/GrandUnified.lean', | |
| claim: 'IsUnified CategoryTheory β xΒ² has fixed point at 0', | |
| kind: 'fixed_point', | |
| domain_op: 'zero_map', | |
| lean_proof: `exact β¨fun x => x * x, 0, by norm_num, fun x => rflβ©`, | |
| }, | |
| { | |
| name: 'grand_unified::TypeTheory', | |
| file: 'lean/metatron/GrandUnified.lean', | |
| claim: 'IsUnified TypeTheory β successor x+1 has a fixed point', | |
| kind: 'fixed_point', | |
| domain_op: 'diverges', | |
| lean_proof: null, | |
| note: 'FALSE_AS_STATED: x+1=x has no solution in β. Turing boundary. Replace with axiom.', | |
| }, | |
| { | |
| name: 'grand_unified::Logic', | |
| file: 'lean/metatron/GrandUnified.lean', | |
| claim: 'IsUnified Logic β step function has fixed point at 0 (when xβ€0)', | |
| kind: 'fixed_point', | |
| domain_op: 'step_fn', | |
| lean_proof: `exact β¨DomainOperator MathDomain.Logic, 0, by simp [DomainOperator], fun x => rflβ©`, | |
| }, | |
| { | |
| name: 'grand_unified::Analysis_convergence', | |
| file: 'lean/metatron/GrandUnified.lean', | |
| claim: 'Ο-contractive op (Οβ»ΒΉΒ·x) converges to fixed point 0', | |
| kind: 'fixed_point', | |
| domain_op: 'phi_contract', | |
| lean_proof: `exact β¨DomainOperator MathDomain.Analysis, 0, by simp [DomainOperator, mul_zero], fun x => rflβ©`, | |
| }, | |
| { | |
| name: 'grand_unified::Algebra', | |
| file: 'lean/metatron/GrandUnified.lean', | |
| claim: 'IsUnified Algebra β fractional part {x} has fixed point at 0', | |
| kind: 'fixed_point', | |
| domain_op: 'fractional', | |
| lean_proof: `exact β¨DomainOperator MathDomain.Algebra, 0, by simp [DomainOperator], fun x => rflβ©`, | |
| }, | |
| { | |
| name: 'grand_unified::Topology', | |
| file: 'lean/metatron/GrandUnified.lean', | |
| claim: 'IsUnified Topology β identity op has fixed point at 0', | |
| kind: 'fixed_point', | |
| domain_op: 'identity', | |
| lean_proof: `exact β¨DomainOperator MathDomain.Topology, 0, rfl, fun x => rflβ©`, | |
| }, | |
| { | |
| name: 'grand_unified::Metatron', | |
| file: 'lean/metatron/GrandUnified.lean', | |
| claim: 'IsUnified Metatron β Ο-contractive op has fixed point at 0', | |
| kind: 'fixed_point', | |
| domain_op: 'phi_contract', | |
| lean_proof: `exact β¨DomainOperator MathDomain.Metatron, 0, by simp [DomainOperator, mul_zero], fun x => rflβ©`, | |
| }, | |
| { | |
| name: 'grand_unified::gut_conclusion_sorry', | |
| file: 'lean/metatron/GrandUnified.lean', | |
| claim: 'gut_conclusion: convergent op β all domains unified', | |
| kind: 'fixed_point', | |
| domain_op: 'phi_contract', | |
| lean_proof: `intro d; exact β¨op, by obtain β¨p, _β© := h_conv 0; exact p, by obtain β¨p, hpβ© := h_conv p; exact hpβ©`, | |
| note: 'Needs careful term structure β op must be domain-specific', | |
| }, | |
| // β MetatronCube.lean ββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| { | |
| name: 'MetatronCube::metatron_converges', | |
| file: 'lean/metatron/MetatronCube.lean', | |
| claim: 'PhiContractive orbit converges to 0 (Banach fixed-point)', | |
| kind: 'convergence_to_zero', | |
| domain_op: 'phi_contract', | |
| lean_proof: `-- Converges in LIMIT but not in finite steps. Wrong predicate. | |
| -- Correct: β Ξ΅ > 0, β N, β m β₯ N, |Orbit PhiContractive xβ m| < Ξ΅ | |
| -- Proof: |Orbit m| = PHI_INV^m * |xβ| β 0 since PHI_INV < 1 | |
| -- Replace Converges predicate with epsilon-convergence`, | |
| note: 'WRONG_PREDICATE: Converges says exact equality to 0, not limit. Fix predicate.', | |
| }, | |
| { | |
| name: 'MetatronCube::ZetaIteration_sorry', | |
| file: 'lean/metatron/MetatronCube.lean', | |
| claim: 'RH instance: ZetaIteration has fixed point on critical line', | |
| kind: 'open_problem', | |
| domain_op: null, | |
| lean_proof: null, | |
| }, | |
| { | |
| name: 'MetatronCube::NavierStokesOperator_sorry', | |
| file: 'lean/metatron/MetatronCube.lean', | |
| claim: 'N-S instance: fluid operator has smooth fixed point', | |
| kind: 'open_problem', | |
| domain_op: null, | |
| lean_proof: null, | |
| }, | |
| // β RiemannMetatron.lean βββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| { | |
| name: 'RiemannMetatron::riemann_metatron', | |
| file: 'lean/metatron/RiemannMetatron.lean', | |
| claim: 'ZetaStep iteration converges to Re(s)=1/2 for all s in critical strip', | |
| kind: 'open_problem', | |
| domain_op: null, | |
| lean_proof: null, | |
| note: 'Millennium Problem. Equivalent to RH. Cannot fill sorry.', | |
| }, | |
| { | |
| name: 'RiemannMetatron::symmetry_forces_midpoint', | |
| file: 'lean/metatron/RiemannMetatron.lean', | |
| claim: 'ZetaStep decreases distance to critical line', | |
| kind: 'open_problem', | |
| domain_op: null, | |
| lean_proof: null, | |
| note: 'Requires functional equation of ΞΆ + contraction analysis. Open.', | |
| }, | |
| { | |
| name: 'RiemannMetatron::riemann_bounded', | |
| file: 'lean/metatron/RiemannMetatron.lean', | |
| claim: 'After N iterations, within Ξ΅ of critical line', | |
| kind: 'open_problem', | |
| domain_op: null, | |
| lean_proof: null, | |
| }, | |
| { | |
| name: 'RiemannMetatron::riemann_metatron_nonrecursive', | |
| file: 'lean/metatron/RiemannMetatron.lean', | |
| claim: 'Non-recursive convergence bound O(1/m)', | |
| kind: 'open_problem', | |
| domain_op: null, | |
| lean_proof: null, | |
| }, | |
| // β NavierStokesMetatron.lean ββββββββββββββββββββββββββββββββββββββββββββββ | |
| { | |
| name: 'NavierStokesMetatron::energy_bound', | |
| file: 'lean/metatron/NavierStokesMetatron.lean', | |
| claim: 'Ο-contractive step preserves energy bound', | |
| kind: 'open_problem', | |
| domain_op: null, | |
| lean_proof: null, | |
| }, | |
| { | |
| name: 'NavierStokesMetatron::existence', | |
| file: 'lean/metatron/NavierStokesMetatron.lean', | |
| claim: 'N-S iteration converges to smooth solution', | |
| kind: 'open_problem', | |
| domain_op: null, | |
| lean_proof: null, | |
| note: 'Millennium Problem. Cannot fill sorry.', | |
| }, | |
| { | |
| name: 'NavierStokesMetatron::smoothness', | |
| file: 'lean/metatron/NavierStokesMetatron.lean', | |
| claim: 'Fixed point of fluid operator is smooth', | |
| kind: 'open_problem', | |
| domain_op: null, | |
| lean_proof: null, | |
| }, | |
| { | |
| name: 'NavierStokesMetatron::metatron_equivalence', | |
| file: 'lean/metatron/NavierStokesMetatron.lean', | |
| claim: 'METATRON approach equivalent to classical N-S', | |
| kind: 'open_problem', | |
| domain_op: null, | |
| lean_proof: null, | |
| }, | |
| ] | |
| // ββ Run classification ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| const results = THEOREMS.map(classify) | |
| const provable = results.filter(r => r.verdict === 'PROVABLE') | |
| const provable_fix = results.filter(r => r.verdict === 'PROVABLE_WITH_FIX') | |
| const open_problems = results.filter(r => r.verdict === 'GENUINELY_OPEN') | |
| const false_stated = results.filter(r => r.verdict === 'FALSE_AS_STATED') | |
| // ββ WORM seal βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| const WORM_PATH = join( | |
| process.env.USERPROFILE || process.env.HOME || '.', | |
| '.bob-metatron-worm.json' | |
| ) | |
| const load_worm = () => existsSync(WORM_PATH) ? JSON.parse(readFileSync(WORM_PATH, 'utf8')) : [] | |
| const worm_seal = (label, payload) => { | |
| const chain = load_worm() | |
| const prev = chain.length ? chain[chain.length - 1].seal : '0'.repeat(64) | |
| const ts = new Date().toISOString() | |
| const raw = JSON.stringify({ label, payload, ts, prev }) | |
| const seal = createHash('sha256').update(raw).digest('hex') | |
| chain.push({ id: randomUUID(), label, payload, ts, prev, seal }) | |
| writeFileSync(WORM_PATH, JSON.stringify(chain, null, 2)) | |
| return seal.slice(0, 16) | |
| } | |
| // ββ Print ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| console.log('\n' + 'β'.repeat(68)) | |
| console.log(' METATRON LOGIC ENGINE β Sorry Classification') | |
| console.log(' Backward read β ERE β H_Ο gate β verdict') | |
| console.log('β'.repeat(68)) | |
| for (const r of results) { | |
| const icon = { PROVABLE: 'β', PROVABLE_WITH_FIX: '~', GENUINELY_OPEN: 'β', FALSE_AS_STATED: 'β' }[r.verdict] | |
| console.log(`\n [${icon}] ${r.verdict}`) | |
| console.log(` ${r.theorem}`) | |
| if (r.theorem.lean_proof) console.log(` proof: ${r.theorem.lean_proof}`) | |
| if (r.back.entropy) console.log(` H_Ο=${r.back.entropy.toFixed(4)} score=${r.back.score.toFixed(2)} ERE=${r.valid.ere.score}`) | |
| if (r.theorem.note) console.log(` NOTE: ${r.theorem.note}`) | |
| } | |
| console.log('\n' + 'β'.repeat(68)) | |
| console.log(` PROVABLE: ${provable.length} (sorry can be filled now)`) | |
| console.log(` PROVABLE_WITH_FIX: ${provable_fix.length} (predicate needs correction first)`) | |
| console.log(` GENUINELY_OPEN: ${open_problems.length} (Millennium Problems β no fill)`) | |
| console.log(` FALSE_AS_STATED: ${false_stated.length} (theorem is wrong β fix the claim)`) | |
| const seal = worm_seal('metatron-logic-classification', { | |
| total: results.length, | |
| provable: provable.length, | |
| provable_with_fix: provable_fix.length, | |
| open: open_problems.length, | |
| false_stated: false_stated.length, | |
| fingerprint: 'FCC-Ο-β-2026', | |
| }) | |
| console.log(`\n WORM: ${seal}`) | |
| console.log('\n' + 'β'.repeat(68)) | |
| console.log(' METATRON DIAGNOSIS:') | |
| console.log() | |
| console.log(' GrandUnified: IsUnified predicate is WRONG.') | |
| console.log(' It says "op^[m] x = 0" (exact) but Οβ»ΒΉΒ·x β 0 only in limit.') | |
| console.log(' Fix: redefine as β p, op p = p (has a fixed point).') | |
| console.log(' With fix: 7/8 cases provable. TypeTheory is the Turing boundary.') | |
| console.log() | |
| console.log(' RiemannMetatron: ALL sorry are the Millennium Problem itself.') | |
| console.log(' Honest classification: GENUINELY_OPEN. Cannot fill without proof.') | |
| console.log() | |
| console.log(' NavierStokesMetatron: Same. GENUINELY_OPEN.') | |
| console.log() | |
| console.log(' The cage recognizes the cage. The sorry is the problem.') | |
| console.log('β'.repeat(68)) | |
| export { results, provable, open_problems, false_stated } | |