core/docs/research
Shay 44e78aa438 feat(generalization): curriculum-grounded serving — exams answered from ratified curriculum (ADR-0262)
Phase 2 of the generalization arc, implementing the plan's §4
curriculum-entailment gold contract. "Does force cause acceleration?" is
answered from the ratified physics chain corpus and nothing else; "Does
gravity cause acceleration?" is declined because gravity is in no pack
CORE has been taught; "Does force cause motion?" is unsettled even though
the curriculum contains both links, because nothing ratified says
causation composes.

Path (flag-gated, default off): closed question grammar -> subject routing
by ratified vocabulary -> family-scoped premise compilation from reviewed,
pack-resident chains -> the SAME argument bands (ADR-0260/0261) -> the
ROBDD engine. Zero subject-specific decision code: physics differs from
philosophy only in which rows load.

Epistemology enforced mechanically, not by convention:
- gold is a function of (curriculum, question); cases pin chain ids and
  the runner FAILS a case whose pinned chain is absent or unratified;
- untaught => UNKNOWN, never "no" (open-world; silence is not denial);
- an independent oracle (own loader, ratification predicate, family table,
  agreement rules, verdict rule) re-derives every gold — it disagreed once,
  on "entropy reveals energy" vs "entropy causes energy", and the ORACLE
  was the side that was wrong;
- anti-recall probes are a lane GUARD: a split without >=3 true-but-untaught
  probes refuses to run.

Findings recorded rather than worked around (ADR-0262 §5):
- every curriculum band is UNEARNED and every answer is hedged. A band needs
  n>=657 with a real outcome mix; physics teaches 7 causal + 9 modal
  relations, so at most 16 questions in the subject can ever be ENTAILED.
  A balanced band needs ~219 taught relations per subject×family — a ~25x
  gap that only ratified curriculum content closes. Phase 2's blocker is
  curriculum volume, not machinery.
- REFUTED is unreachable from present corpora (every chain is positive).
- there is NO biology domain-chain corpus; the biology OOD lane measures
  fluency, not truth. The four subjects with ratified chains and mounted
  packs are physics, mathematics_logic, systems_software,
  philosophy_theology — the composer serves all four.

[Verification]: curriculum lane 32/32 wrong=0 with 5 anti-recall probes and
all three contract guards passing; tests/test_curriculum_serve.py 20 passed;
core test --suite deductive 252 passed; lane pinned as curriculum_serve_v1.
2026-07-24 14:38:08 -07:00
..
0148-first-conversion-proof.md docs(reader-arc): recalibration ADR-0251 + preserved knowledge + overfit inventory 2026-07-19 13:42:47 -07:00
adr-0241-0242-adversarial-and-fidelity-findings.md docs(research): W1 adversarial findings + 4-blueprint integration plan 2026-07-15 12:49:00 -07:00
adr-0241-0242-blueprint-integration-plan.md docs: close ADR-0242 memo fidelity slice + living-summary update + sanctioned-seam note (follow-up batch) 2026-07-15 15:10:31 -07:00
ADR-0242-deterministic-fibonacci-operators-and-evidence-gated-optimization.md docs(analysis): rejected Drive-draft re-implementation — assessment + sketch-defect pins 2026-07-16 10:13:04 -07:00
ADR-0243-wave-field-cognitive-lifecycle-comprehension-reasoning-and-resonant-learning.md docs(governance): weekly-audit rulings T1/T7/T8/T9 — INV-32/33/34 registration, ADR-0243 fold, residual escalation, path sweep, prune ledger 2026-07-22 19:18:59 -07:00
compare-increment-funnel-2026-07-18.md revert(reader-arc): hold frame-anchoring out of increment 1 — defer to rate-frame increment (#77 ruling) 2026-07-18 20:03:38 -07:00
compare-multiplicative-increment-plan-2026-07-18.md docs(reader-arc): fold PR #76 amendments into compare increment plan; X=15 ratified 2026-07-18 16:07:41 -07:00
conditional-membership-fusion-band-2026-07-23.md feat(deduction-serve): Band v4-CM — conditional-membership fusion, decided (ADR-0259) 2026-07-24 10:14:00 -07:00
CORE-ASI-Super-Blueprint-Third-Door-Horizon.md fix(third-door): align with perfected package contracts from Downloads artifacts (refs #10 #11 #12 #13) 2026-07-11 22:05:02 -07:00
core_labs_core_technical_gap_audit.pdf docs(research): intelligence-loop arc opening record — plan + Spark-audit adjudication 2026-07-18 08:14:29 -07:00
core_repository_systems_audit_and_gap_analysis.pdf docs(research): intelligence-loop arc opening record — plan + Spark-audit adjudication 2026-07-18 08:14:29 -07:00
curriculum-grounded-serving-2026-07-24.md feat(generalization): curriculum-grounded serving — exams answered from ratified curriculum (ADR-0262) 2026-07-24 14:38:08 -07:00
deduction-serve-arc-completion-and-scope-outs-2026-07-23.md feat(deduction-serve): Phase 5 — end-to-end REPL proof, telemetry checks, scope-out docs 2026-07-23 13:20:45 -07:00
deduction-serve-arc-phase0-baseline-2026-07-23.md docs(deduction-serve): Phase 0 baseline — organs verified wrong=0, serving path disconnected 2026-07-23 11:21:34 -07:00
deduction-serve-arc-phase1-turn-spine-2026-07-23.md feat(deduction-serve): Phase 1 — deduction turn spine (flag-gated, propositional Band v1) 2026-07-23 12:14:28 -07:00
deduction-serve-arc-phase2-eval-lane-2026-07-23.md feat(deduction-serve): Phase 2 — end-to-end eval lane, SHA-pinned wrong=0 gate 2026-07-23 12:36:59 -07:00
deduction-serve-arc-phase3-earned-license-2026-07-23.md feat(deduction-serve): Phase 3 — earned SERVE license via reliability gate (ADR-0256) 2026-07-23 12:59:50 -07:00
deduction-serve-arc-phase4-categorical-band-2026-07-23.md feat(deduction-serve): Phase 4 — Band v1b categorical/syllogism serving (ADR-0256) 2026-07-23 13:17:35 -07:00
deduction-serve-phase0-baseline.json docs(deduction-serve): Phase 0 baseline — organs verified wrong=0, serving path disconnected 2026-07-23 11:21:34 -07:00
dev2-frontier-measurement-spike-2026-07-18.md docs(reader-arc): fold PR #76 amendments into compare increment plan; X=15 ratified 2026-07-18 16:07:41 -07:00
english-argument-band-2026-07-23.md feat(deduction-serve): Band v2-EN — natural-English argument serving, earned licenses (ADR-0257) 2026-07-23 14:37:50 -07:00
epistemic_state_math_audit_findings.md docs(epistemic): align audit terminology with runtime enum 2026-05-28 04:17:19 -07:00
existential-witness-band-2026-07-24.md feat(deduction-serve): Band v6-EX — existential witnesses, decided (ADR-0261) 2026-07-24 14:14:37 -07:00
field-reasoner-wedge-selection.md docs(research): select quantitative field reasoner wedge 2026-06-04 17:23:57 -07:00
increment-1-band-plan-2026-07-19.md docs(reader-arc): band-solve=0 outcome + minimal-convertible-band measurement 2026-07-18 21:37:16 -07:00
independent-comprehension-agreement-gate.md docs(research): define independent comprehension agreement gate 2026-06-04 17:23:20 -07:00
intelligence-loop-homestretch-plan-2026-07-18.md docs(research): plan record — mark EXECUTED/merged, add missed Phase-4 DONE marker 2026-07-18 11:27:02 -07:00
lane-drift-investigation-2026-07-24.md fix(cognition): restore register axis on pipeline-served turns + Phase 0 of generalization arc 2026-07-24 12:28:32 -07:00
member-chain-band-2026-07-23.md feat(deduction-serve): Band v3-MEM — member-chain band, Socrates syllogism decided (ADR-0258) 2026-07-23 19:21:41 -07:00
paradigm-deadcode-audit-2026-07-19.md docs(paradigm): dead-code audit — zero removals, all candidates traced and verified 2026-07-19 15:15:52 -07:00
reader-arc-overfit-inventory-2026-07-19.md docs(reader-arc): recalibration ADR-0251 + preserved knowledge + overfit inventory 2026-07-19 13:42:47 -07:00
reader-arc-recalibration-preserved-knowledge-2026-07-19.md docs(reader-arc): recalibration ADR-0251 + preserved knowledge + overfit inventory 2026-07-19 13:42:47 -07:00
reader-hamiltonian-compiler-spike-2026-07-18.md feat(adr-0249): P1 conformal quantity kernel 2026-07-18 12:04:28 -07:00
robdd_proof_chain_design_note.md Add proof-chain corpus fixtures 2026-06-02 19:26:46 -07:00
spark-audit-adjudication-2026-07-18.md docs(research): intelligence-loop arc opening record — plan + Spark-audit adjudication 2026-07-18 08:14:29 -07:00
third-door-blueprint-fidelity.md docs(governance): RATIFY — ADR-0241 and ADR-0242 → Accepted (Joshua Shay, 2026-07-15) 2026-07-15 15:25:47 -07:00
THIRD-DOOR-LANDING-PACKAGE-README.md fix(third-door): align with perfected package contracts from Downloads artifacts (refs #10 #11 #12 #13) 2026-07-11 22:05:02 -07:00
tier2-multi-entity-arithmetic-spike-2026-07-18.md docs(research): Tier-2 multi-entity arithmetic design spike 2026-07-18 14:01:15 -07:00
trackb-inc2-generalization-2026-07-20.md fix(trackb): pure-S1 extract refuse multi-clause overmatch (0361 wrong=0) 2026-07-19 20:04:27 -07:00
trackb-s1-slice-2026-07-20.md fix(trackb): pure-S1 gate — refuse total supersets and extra contains 2026-07-19 19:10:05 -07:00
verb-predicate-band-2026-07-24.md feat(deduction-serve): Band v5-VP — verb-predicate arguments, decided (ADR-0260) 2026-07-24 12:51:36 -07:00