core/chat
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
..
data feat(deduction-serve): Band v6-EX — existential witnesses, decided (ADR-0261) 2026-07-24 14:14:37 -07:00
__init__.py Add live chat runtime 2026-05-13 20:40:56 -07:00
__main__.py Add live chat runtime 2026-05-13 20:40:56 -07:00
always_on.py feat(identity): split engine identity from build provenance (ADR-0220 PR C) (#774) 2026-06-15 11:38:04 -07:00
always_on_daemon.py feat(l10): always-on daemon/CLI — the process that runs the continuous-life heartbeat 2026-06-14 17:33:37 -07:00
anaphora.py feat(adr-0066): session-thread context + opt-in anaphora prefix (Phase 3.1 + 3.2) 2026-05-18 17:01:34 -07:00
articulation_telemetry.py feat(contemplation): Phase 5 — articulation-quality miner closes the loop 2026-05-21 10:55:39 -07:00
ask_runtime.py feat(ask): add runtime-facing ASK helper module 2026-06-10 03:34:02 -07:00
atom_equivalence.py feat(telemetry): ADR-0078 Phase 1 — composer/graph atom equivalence (observational) 2026-05-20 06:14:25 -07:00
cross_pack_grounding.py feat(register): R1–R4 register pack subsystem — deterministic surface variation 2026-05-19 16:52:36 -07:00
curriculum_serve_license.py feat(generalization): curriculum-grounded serving — exams answered from ratified curriculum (ADR-0262) 2026-07-24 14:38:08 -07:00
curriculum_surface.py feat(generalization): curriculum-grounded serving — exams answered from ratified curriculum (ADR-0262) 2026-07-24 14:38:08 -07:00
deduction_serve_license.py feat(deduction-serve): Phase 3 — earned SERVE license via reliability gate (ADR-0256) 2026-07-23 12:59:50 -07:00
deduction_surface.py feat(deduction-serve): Band v6-EX — existential witnesses, decided (ADR-0261) 2026-07-24 14:14:37 -07:00
dispatch_trace.py chore(chat): dispatch trace for grounding-source dispatcher (ADR-0142 debt #2) (#233) 2026-05-24 15:22:02 -07:00
example_surface.py feat(register): R1–R4 register pack subsystem — deterministic surface variation 2026-05-19 16:52:36 -07:00
narrative_surface.py feat(register): R1–R4 register pack subsystem — deterministic surface variation 2026-05-19 16:52:36 -07:00
oov_surface.py feat(adr-0066): NARRATIVE + EXAMPLE intents with multi-clause composers (Phase 3.3 + 3.4) 2026-05-18 17:01:55 -07:00
pack_grounding.py Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
pack_resolver.py feat: close 3-lang depth deck — same-turn roots, capability pins, public_demo budget 2026-07-08 19:15:34 -07:00
pack_surface_candidate.py feat(pack-grounding): selector-ready gloss wiring via PackSurfaceCandidate 2026-05-19 07:26:46 -07:00
partial_surface.py feat(adr-0065): OOV cliff → five-tier honesty gradient (Phase 2.1 + 2.2) 2026-05-18 16:41:45 -07:00
refusal.py chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
register_substantive.py feat(register): ADR-0077 — substantive register knobs + layering boundary (R6) 2026-05-19 23:39:11 -07:00
register_variation.py feat(register): R5 — operator-visible register telemetry + tour demo 2026-05-19 19:03:07 -07:00
runtime.py feat(generalization): curriculum-grounded serving — exams answered from ratified curriculum (ADR-0262) 2026-07-24 14:38:08 -07:00
teaching_grounding.py feat(adr-0083): transitive (multi-hop) teaching-grounded surface (#63) 2026-05-20 14:11:40 -07:00
telemetry.py feat(physics,cognition): Cl(4,1) geometric sovereignty convergence 2026-07-20 12:20:05 -07:00
thread_context.py feat(adr-0066): session-thread context + opt-in anaphora prefix (Phase 3.1 + 3.2) 2026-05-18 17:01:34 -07:00
verdicts.py feat(adr-0039): audit completeness — TurnVerdicts bundle, stub TurnEvent, hedge_injected 2026-05-17 21:32:46 -07:00