core/evals
Shay 7dc7e9d5eb feat(teaching): implement ADR-0095 — Miner-Sourced Teaching Proposals
Closes the Phase-5 contemplation loop in code. Articulation-quality,
contradiction-detection, and frontier-compare miners (already shipping)
now have a route to file PackMutationProposal candidates that traverse
the single reviewed teaching path. Construction-only; never promotes
to coherent.

- new teaching/from_miner.py: from_finding() / from_findings() turn
  ContemplationFinding records (kind=PACK_MUTATION_CANDIDATE) into
  PackMutationProposal candidates with source.kind="miner",
  source.source_id=<miner_id>, status=SPECULATIVE
- proposal_id = SHA-256(canonical(miner_id, finding, revision))[:16]
  — same inputs → byte-identical proposal_id; different miner_id or
  revision → different id
- identity-pack defense AT CONSTRUCTION: reuses teaching.review.
  _is_identity_override() against finding.subject AND
  finding.proposed_action; miner-sourced identity-override attempts
  never reach the proposal log
- pluggable ReplayEquivalenceChecker Protocol with ReplayEquivalenceResult;
  NoOpReplayChecker default explicitly notes "deferred to production
  checker"; production checker integration is downstream of this ADR
- from_findings() batch path collects identity-override and
  replay-equivalence rejections in a typed rejection log rather than
  raising, so a mixed batch can proceed with audit evidence
- serialize_proposal_emitted_event() emits ADR-0040-compliant redacted
  telemetry shape: type, proposal_id, source.serialize(),
  epistemic_status only (no raw subject/correction_text)
- 22 unit tests covering positive construction, identity defense in
  subject+proposed_action, malformed input, determinism (same inputs,
  different revision, different miner_id, batch stream), replay
  pre-gate (single + batch), telemetry redaction, and the structural
  grep gate enforcing miner_proposal_single_review_path (only
  teaching/review.py and teaching/store.py may promote to COHERENT)
- new evals/miner_loop_closure/ lane: 6 case classes (positive_basic,
  identity_override_subject, identity_override_action,
  replay_equivalence_failed, wrong_finding_kind, determinism) passing
  6/6 with byte-identical SHA-256 across runs
- smoke 67/67, teaching 17/17, cognition 120/121 (1 pre-existing skip);
  cognition eval byte-identical 100/100/100/100
2026-05-21 18:18:51 -07:00
..
adversarial_identity
anchor_lens_tour parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
anti_regression chore(evals): contracts + bench json + Lane B viewer + chart + audit + demo schema (#62) 2026-05-20 13:53:13 -07:00
articulation feat(demo): core demo articulation — discourse-planner spine, end-to-end 2026-05-19 13:41:24 -07:00
articulation_of_status feat(epistemic): realizer-side closure — refusal_calibration + articulation_of_status graduate 2026-05-17 10:12:59 -07:00
audit_tour feat(adr-0042): audit-tour demo — pack-layer story in four scenes 2026-05-17 22:06:45 -07:00
calibration
classical_literature_ood
cognition parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
cold_start_grounding feat(evals+bench): isolation lanes, holdouts, planner-on bench sub-bench 2026-05-19 12:42:55 -07:00
compositionality feat(compositionality): compose_relations operator lifts lane 68.8% → 100% 2026-05-16 22:44:06 -07:00
compound_intent_decomposition feat(evals+bench): isolation lanes, holdouts, planner-on bench sub-bench 2026-05-19 12:42:55 -07:00
contradiction_detection feat(epistemic): contradiction coherence checker — CONTESTED transitions wired, last Tier 4.5 row closes 2026-05-17 10:36:48 -07:00
conversation feat(demo): humanise teaching-grounded surface for layperson display 2026-05-19 14:14:02 -07:00
conversational_thread_coherence feat(evals+bench): isolation lanes, holdouts, planner-on bench sub-bench 2026-05-19 12:42:55 -07:00
cross_domain_transfer feat(algebra): null-preserving versor_apply path + un-skip 2 invariant tests 2026-05-16 21:40:37 -07:00
deterministic_fluency feat(evals): deterministic_fluency lane — six structural predicates 2026-05-19 07:16:44 -07:00
discourse_paragraph feat(compositionality): compose_relations operator lifts lane 68.8% → 100% 2026-05-16 22:44:06 -07:00
elementary_mathematics_ood
english_fluency_ood
forward_semantic_control docs(cli): self-explanatory demos — preambles + per-directory READMEs 2026-05-17 16:39:50 -07:00
foundational_biology_ood
foundational_physics_ood
frontier_compare feat(frontier): add replay variability suite and token-cost telemetry (#66) 2026-05-20 15:04:34 -07:00
grammatical_coverage
hebrew_fluency
identity_divergence feat(adr-0043): Phase-2 pack measurements — claims → numbers 2026-05-17 22:19:24 -07:00
industry_demos evals/industry_demos: add run_all.py suite runner 2026-05-21 08:23:29 -07:00
inference_closure feat(algebra): null-preserving versor_apply path + un-skip 2 invariant tests 2026-05-16 21:40:37 -07:00
introspection
koine_greek_fluency
lab research(evals): phi separation probe for ADR-0081 follow-up (#57) 2026-05-20 12:34:59 -07:00
learning_loop chore(evals): contracts + bench json + Lane B viewer + chart + audit + demo schema (#62) 2026-05-20 13:53:13 -07:00
long_context_cost chore(evals): contracts + bench json + Lane B viewer + chart + audit + demo schema (#62) 2026-05-20 13:53:13 -07:00
miner_loop_closure feat(teaching): implement ADR-0095 — Miner-Sourced Teaching Proposals 2026-05-21 18:18:51 -07:00
monotonic_learning
multi_agent_composition
multi_sentence_response feat(evals+bench): isolation lanes, holdouts, planner-on bench sub-bench 2026-05-19 12:42:55 -07:00
multi_step_reasoning feat(algebra): null-preserving versor_apply path + un-skip 2 invariant tests 2026-05-16 21:40:37 -07:00
orthogonality_tour parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
prompt_diversity feat(adr-0085): gloss-aware CAUSE composer — explanation frame from glosses (#70) 2026-05-20 15:55:08 -07:00
provenance
realizer_guard chore(evals): contracts + bench json + Lane B viewer + chart + audit + demo schema (#62) 2026-05-20 13:53:13 -07:00
refusal_calibration feat(adr-0043): Phase-2 pack measurements — claims → numbers 2026-05-17 22:19:24 -07:00
register_diagnostics feat(evals): per-intent register-firing diagnostic + CI gate + tests (#103) 2026-05-21 07:05:23 -07:00
register_tour feat(register): ADR-0077 — substantive register knobs + layering boundary (R6) 2026-05-19 23:39:11 -07:00
reports feat(adr-0023): Forward Semantic Control proof evidence — Accepted 2026-05-17 12:55:19 -07:00
results feat: ADR-0086 + ADR-0087 + 100-register catalog — cognition lane closure 2026-05-21 00:08:12 -07:00
reviewer_registry feat(capability): implement ADR-0092 — Reviewer Registry v1 2026-05-21 18:01:24 -07:00
sample_efficiency
self_consistency_over_time feat(runtime+evals): warm-path pack grounding + three long-span lanes 2026-05-19 08:26:38 -07:00
symbolic_logic
teaching_injection_resistance feat(epistemic): truth-seeking schema audit — 3 leaks closed, 4 new lanes, 3 new invariants 2026-05-17 07:27:41 -07:00
walkthrough_chain feat(evals+bench): isolation lanes, holdouts, planner-on bench sub-bench 2026-05-19 12:42:55 -07:00
warmed_session_consistency feat(evals+bench): isolation lanes, holdouts, planner-on bench sub-bench 2026-05-19 12:42:55 -07:00
zero_code_domain_acquisition
__init__.py
_parallel.py parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
baseline_runner.py
CLAIMS.md chore(evals): contracts + bench json + Lane B viewer + chart + audit + demo schema (#62) 2026-05-20 13:53:13 -07:00
cognition_cases.jsonl
framework.py fix(evals): introspect run_lane signature before passing workers kwarg 2026-05-20 05:59:51 -07:00
holdout_runner.py
metrics.py
parallel.py parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
run_cognition_eval.py parallel eval runner (#46) 2026-05-19 23:51:59 -07:00