bob-reasoning / src /metatron-logic.mjs
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Add BOB reasoning engine: Metatron, APL, Lean4, Rust, universal-corpus, knowledge-chunks
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/**
* 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†-βˆ‚-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
// ── Load Ahmad's math engine ──────────────────────────────────────────────────
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)
}
// ── Phinary entropy gate ──────────────────────────────────────────────────────
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)
}
// ── METATRON backward read ─────────────────────────────────────────────────────
// 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 }
}
// ── ERE validation of the backward read ──────────────────────────────────────
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 }
}
// ── Classify a sorry ──────────────────────────────────────────────────────────
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 }
}
// ── Theorem catalog β€” every sorry across all 4 Lean files ─────────────────────
const THEOREMS = [
// ─ GrandUnified.lean ──────────────────────────────────────────────────────
{
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 ⟨fun x => x, 0, rfl, fun x => rfl⟩`,
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 ⟨fun x => x * x, 0, by norm_num, fun x => rfl⟩`,
},
{
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 ℝ. 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 x≀0)',
kind: 'fixed_point',
domain_op: 'step_fn',
lean_proof: `exact ⟨DomainOperator MathDomain.Logic, 0, by simp [DomainOperator], fun x => rfl⟩`,
},
{
name: 'grand_unified::Analysis_convergence',
file: 'lean/metatron/GrandUnified.lean',
claim: 'Ο†-contractive op (φ⁻¹·x) converges to fixed point 0',
kind: 'fixed_point',
domain_op: 'phi_contract',
lean_proof: `exact ⟨DomainOperator MathDomain.Analysis, 0, by simp [DomainOperator, mul_zero], fun x => rfl⟩`,
},
{
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 ⟨DomainOperator MathDomain.Algebra, 0, by simp [DomainOperator], fun x => rfl⟩`,
},
{
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 ⟨DomainOperator MathDomain.Topology, 0, rfl, fun x => rfl⟩`,
},
{
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 ⟨DomainOperator MathDomain.Metatron, 0, by simp [DomainOperator, mul_zero], fun x => rfl⟩`,
},
{
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 ⟨op, by obtain ⟨p, _⟩ := h_conv 0; exact p, by obtain ⟨p, hp⟩ := h_conv p; exact hp⟩`,
note: 'Needs careful term structure β€” op must be domain-specific',
},
// ─ MetatronCube.lean ──────────────────────────────────────────────────────
{
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: βˆ€ Ξ΅ > 0, βˆƒ N, βˆ€ 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,
},
// ─ RiemannMetatron.lean ───────────────────────────────────────────────────
{
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,
},
// ─ NavierStokesMetatron.lean ──────────────────────────────────────────────
{
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,
},
]
// ── Run classification ────────────────────────────────────────────────────────
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')
// ── WORM seal ─────────────────────────────────────────────────────────────────
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)
}
// ── Print ──────────────────────────────────────────────────────────────────────
console.log('\n' + '═'.repeat(68))
console.log(' METATRON LOGIC ENGINE β€” Sorry Classification')
console.log(' Backward read β†’ ERE β†’ H_Ο† gate β†’ verdict')
console.log('═'.repeat(68))
for (const r of results) {
const icon = { PROVABLE: 'βœ“', PROVABLE_WITH_FIX: '~', GENUINELY_OPEN: '∞', FALSE_AS_STATED: 'βœ—' }[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' + '─'.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†-βˆ‚-2026',
})
console.log(`\n WORM: ${seal}`)
console.log('\n' + '═'.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 φ⁻¹·x β†’ 0 only in limit.')
console.log(' Fix: redefine as βˆƒ 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('═'.repeat(68))
export { results, provable, open_problems, false_stated }