core/evals
Shay 08f6d6802c feat(curriculum): taught negatives — polarity is read (ADR-0264 R1-R4, R8)
`polarity` was read by NOTHING. `CurriculumChain.sentence` was unconditionally
affirmative, so a row authored to REFUTE an atom compiled to a premise
ASSERTING it and the question came back `entailed`. The independent oracle
ignored the field too — so gold agreed and wrong=0 stayed green. That is the
shape of defect no gate in this repo can catch, which is why ADR-0264 settled
the epistemology before any code moved.

R1 — row-level `polarity`, absent => affirmative. Not an `intent` value and not
a new `operator_family`: bands key on the connective-derived family, so
`modal_negative` would open a fresh band at n=0 instead of adding refuted
volume to the band it belongs to. An UNRECOGNIZED token is dropped at the
admission boundary rather than read as affirmative — that is the one direction
of error the rule exists to prevent. `as_row` OMITS the field when affirmative,
so committed corpora stay byte-identical and no lane hash moves.

R2 — a negative row compiles under the sentential-negation prefix the argument
reader already parses, so `(¬p, therefore p)` is a tautological refutation.

R3 — `atom_sentence` is polarity-independent, which IS the rule: a negative row
must mint the SAME propositional atom. Demonstrated, not just asserted —
`test_r3_a_different_connective_would_silently_fail_to_refute` shows a negated
paraphrase returning UNKNOWN, i.e. a taught refutation that quietly fails to
refute with nothing going red.

R4 — one atom cannot hold both polarities; rejected at ratification, naming
both polarities and the consequence. Left to serve time it would surface as
INCONSISTENT_PREMISES: the band silently going dark across the whole family
instead of the authoring mistake being named. Duplicate-edge and contradiction
stay distinguishable failures.

R8 — the oracle learns polarity INDEPENDENTLY (its own constants, its own row
reader; asserted at source level that it imports nothing from
teaching.curriculum_premises) and EXCLUDES negatives from the reachability
adjacency, because a denial supplies no step from subject to object.

NO negative row is committed — authoring curriculum is Phase F and Shay's. So
the shipped gold mix is still entailed 72 / unknown 4968, zero refuted, and
Phase C's `test_gold_mix_has_no_refuted_class` stays green with its message
retargeted from "unimplemented" to "no content yet".

Also adds `--polarity` to `core proposal-queue ratify`, so the mechanism is
reachable from the operator surface rather than only from Python.

The end-to-end tests repoint BOTH loaders at a temp corpus instead of writing
the committed one. An earlier draft appended to physics_chains_v1.jsonl and
restored it, which is safe under smoke/deductive (serial) but NOT under `full`,
which injects `-n auto`: a parallel worker reading mid-mutation would see an
uncommitted row and the failure would look like a corpus problem rather than
test isolation. Each loader is still redirected separately at its own module
constant and still parses with its own code, so R8's independence is untouched.

[Verification]: in-worktree on canonical CPython 3.12.13 with `uv sync
--locked`: smoke 593 (571 + 22), deductive 332 (310 + 22). curriculum_serve
lane unchanged at n=32 correct=32 wrong=0 anti_recall=5; all 11 lane SHA pins
match; committed corpora untouched (git status clean under
teaching/domain_chains/). Mutation-checked all three load-bearing rules: R2
sentence ignoring polarity -> 5 red; R8 negatives back in the adjacency -> the
exclusion test red; R4 check removed -> both R4 tests red. The R8 test has an
affirmative control proving the 2-hop path is real when the row is positive,
so `depth == 0` cannot pass vacuously.
2026-07-26 12:19:19 -07:00
..
adr_0242_v2_energy_compare feat: close ADR-0241/0242 post-Accept backlog (local-first mastery) 2026-07-16 15:25:43 -07:00
adr_0243_cognitive_lifecycle feat(adr-0243): Phase 4 falsifiability benchmark — metrics eval + CLI dispatcher 2026-07-17 12:59:24 -07:00
adr_0244_gamma_calibration fix(tests): clear the last reds — a machine-specific path and a stale drift pin 2026-07-25 16:31:06 +00:00
adr_0244_identity_gate fix(cognition): pre-stage land repairs after L2/PASSTHROUGH excision 2026-07-20 13:34:59 -07:00
adr_0244_qtop_vacuity feat(adr-0244): prove Q_top vacuity — D4 hollow-gate evidence + annotation upgrade 2026-07-17 14:39:52 -07:00
adr_0246_discrimination feat(adr-0246): Opus audit + §3.7 admit surface + serve wiring + §6.3 discrimination 2026-07-17 22:51:46 -07:00
adr_0246_geometric_suite draft(adr-0246): slice-1 scaffold — §6.1/§6.2 eval suite + malformed-F guard 2026-07-17 22:09:32 -07:00
adr_0246_grounding_feasibility feat(adr-0246): completion — §4.1 records, path serve integration, §11 feasibility (honest NULL), ADR body Proposed 2026-07-17 23:36:41 -07:00
adr_0246_mismatch_diagnostic feat(adr-0246): §3 induced-action primitives (pure, off-serving) 2026-07-17 21:36:57 -07:00
adversarial_identity
analogical_transfer feat(adr-0240/0243): seam S2 — chiral-composed, harness-driven biography write-path 2026-07-18 10:15:38 -07:00
anchor_lens_tour
anti_regression feat: strengthen visibility and measurement of CLOSE flywheel proposal review/ratification side (#794) 2026-06-16 19:33:25 -07:00
articulation
articulation_of_status
audio_sensorium feat(adr-0181-p4): audio compiler eval gate lane (sensorium/audio) (#470) 2026-05-29 11:20:31 -07:00
audit_tour chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
calibration chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
capability_index chore(generalization): Tier S housekeeping — smoke promotion, capability-index entries, promotion sweep (S5) 2026-07-24 17:13:19 -07:00
classical_literature_ood
close_derived_climb chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
cognition fix(cognition): expose hash_surface; point the register-matrix pin at it 2026-07-25 14:06:36 +00:00
cold_start_grounding fix(quarantine): drain all 60 quarantined tests — QUARANTINE=∅ (#267) 2026-05-25 11:22:12 -07:00
combined_rate_oracle docs(cmb): lookback review + fix single-agent-attribution hygiene hazard (H3) 2026-06-08 13:27:17 -07:00
compositionality
compound_intent_decomposition
comprehension feat: one-hop sound relational entailment (inverse/symmetric) + capability-index lane (#775) 2026-06-15 11:39:41 -07:00
constraint_oracle feat(verified): P1-C — split bound_slots_digest into separate obligation 2026-06-08 17:17:31 -07:00
contemplation_quality feat(W-025): contemplation quality eval lane (ADR-0159) (#286) 2026-05-25 20:38:52 -07:00
contradiction_detection
conversation
conversational_thread_coherence
cross_domain_transfer
curriculum_loop_closure feat(deduction-serve): Band v6-EX — existential witnesses, decided (ADR-0261) 2026-07-24 14:14:37 -07:00
curriculum_serve feat(curriculum): taught negatives — polarity is read (ADR-0264 R1-R4, R8) 2026-07-26 12:19:19 -07:00
deduction_serve fix(deduction-serve): resolve assert_corpus_sound name collision 2026-07-25 16:47:01 -07:00
deductive_logic test(l10): add independent-gold adversarial logic fixtures 2026-06-05 09:08:23 -07:00
demo_composition fix(ci): path-stable env deltas so lane SHA pins stop thrashing 2026-07-14 17:41:04 -07:00
determination_closure feat(determine): idle deductive consolidation — the loop learns from determined facts (Step D) 2026-06-06 12:28:09 -07:00
determination_estimation Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
deterministic_fluency
dimensional feat: dimensional-reasoning lane — 3rd diversity-panel domain 2026-06-04 16:38:56 -07:00
discourse_paragraph
domain_contract_validation chore(ci): re-pin drifted lane SHAs + refresh canonical reports (#229) 2026-05-24 14:25:11 -07:00
edge_budget chore: Refactor CLI and Governance Anchors (#926) 2026-07-03 12:34:56 -07:00
elementary_mathematics_ood
english_fluency_ood
environment_falsification Add offline witness log importer 2026-06-06 12:37:57 -07:00
event_vision_sensorium Add event vision sensorium lane 2026-06-06 12:37:57 -07:00
fabrication_control chore(ci): re-pin drifted lane SHAs + refresh canonical reports (#229) 2026-05-24 14:25:11 -07:00
field_incidence work done towards furthering comprehension, contemplation, learning, and also began working on fixing some failing tests 2026-06-16 12:27:59 -07:00
flywheel_demo Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
forward_semantic_control Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
foundational_biology_ood
foundational_physics_ood
frame_verdict_text_cwa feat(frame-verdict): closed-world FrameVerdict substrate — PR-1..4 + hardening (ADR-0222 B4) (#787) 2026-06-16 06:23:03 -07:00
frontier_compare
generalization feat(evals): implement safe metadata and fail-closed evaluator check for GSM1K 2026-06-23 07:52:32 -07:00
grammatical_coverage
gsm8k_math test(reader-arc): pin deterministic tune/measure split BEFORE grammar work 2026-07-18 16:39:04 -07:00
gsm8k_parser_dev feat: add ADR-0125 perturbation suite 2026-05-22 17:12:33 -07:00
hebrew_fluency
identity_divergence
industry_demos Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
inference_closure
introspection
koine_greek_fluency
l10_always_on feat(identity): split engine identity from build provenance (ADR-0220 PR C) (#774) 2026-06-15 11:38:04 -07:00
l10_continuity test(l10): W2-R arbitrary-interruption recovery harness (ADR-0219) 2026-06-15 02:45:29 -07:00
lab
learning_arc feat(workbench): add UI catch-up evidence scaffolding (#891) 2026-06-23 10:09:45 -07:00
learning_loop fix(ci): re-pin public_demo lane SHA after showcase content drift (#807) 2026-06-17 15:42:40 -07:00
long_context_cost
math_bounded_grammar/v1 feat(ADR-0131.3): bounded-grammar word-problem benchmark — lane PASSED 50/50 (#180) 2026-05-23 11:27:04 -07:00
math_capability_axes chore(evals): refresh stale committed reports 2026-06-03 01:01:50 -07:00
math_expert_claims/v1 docs(claims): ADR-0200 reconciliation — expert claim to audit-passed truth 2026-06-02 10:06:16 -07:00
math_symbolic_equivalence feat(ADR-0131.1.F): frontier-baseline comparison harness for B1 (#178) 2026-05-23 12:14:06 -07:00
math_teaching_corpus/v1 feat(ADR-0131.2.B): B2 teaching-corpus enrichment — load-bearing gate (#177) 2026-05-23 11:29:48 -07:00
miner_loop_closure
monotonic_learning
multi_agent_composition
multi_sentence_response
multi_step_reasoning
obligation_2_ood_ratio feat(ADR-0114a.2): OOD-ratio auditor — Obligation #2 wired for B3, ratio=1.00 (#193) 2026-05-23 16:25:28 -07:00
obligation_5_perturbation feat(ADR-0114a.5): reasoning-isolation perturbation suite — Obligation #5 wired for B3, PASSING 130/130 preserving, 68/68 breaking (#191) 2026-05-23 16:07:59 -07:00
obligation_6_depth_curve feat(ADR-0114a.6): depth-curve auditor — Obligation #6 wired for B3 (assertion holds, coverage gap named) (#190) 2026-05-23 16:19:58 -07:00
obligation_8_adversarial feat(ADR-0114a.8): adversarial auditor — Obligation #8 wired, PASSING; surfaces 2 known parser-layer gaps (#192) 2026-05-23 16:11:37 -07:00
obligation_10_pack_provenance feat(ADR-0114a.10): pack-provenance auditor — Obligation #10 wired for B3, PASSING 2026-05-23 15:44:53 -07:00
orthogonality_tour
prompt_diversity
proof_carrying_promotion_demo feat(demos): Implement ADR-0218 PR D proof-carrying promotion demo (#927) 2026-07-03 13:01:49 -07:00
proofwriter_owa feat(eval): ProofWriter-OWA refusal-floor lane (B1) — independent oracle, measure-only (#779) 2026-06-15 12:28:20 -07:00
propositional_logic feat(comprehend): propositional-logic comprehension (4th domain, flagship oracle) 2026-06-05 23:24:54 -07:00
provenance
public_demo fix(ci): re-pin public_demo lane — real content drift, not the env flake (S2) 2026-07-24 16:58:05 -07:00
rate_oracle test(rate-oracle): port _canonical_outcome non-vacuous validation to R3 (R3-vac) 2026-06-08 07:38:20 -07:00
realizer_guard
refusal_calibration feat(identity): L11 identity continuity — same identity across reboot, not just same bytes 2026-06-05 13:52:57 -07:00
refusal_taxonomy fix: green test-fast suite, consolidate ADR graph under docs/adr, and complete governance cohesion anchors 2026-06-30 17:56:12 -07:00
register_diagnostics
register_tour fix(ci): re-pin public_demo lane SHA after showcase content drift (#807) 2026-06-17 15:42:40 -07:00
relational feat(reader): add overlaps_event finite-verb reader surface (B3) (#783) 2026-06-15 14:56:09 -07:00
relational_inference/v1 feat(reader): add overlaps_event finite-verb reader surface (B3) (#783) 2026-06-15 14:56:09 -07:00
relational_metric feat(oracle): narrow reverse-solve contract — base of one more/fewer_than (PR-7a) 2026-06-07 06:22:36 -07:00
relational_operator_ablation feat(eval): sealed relational operator ablation lane v1 2026-07-19 21:00:15 -07:00
relational_transitive feat(determine): add transitive strict-order relational inference (#781) 2026-06-15 14:20:30 -07:00
reports Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
results
reviewer_registry
sample_efficiency
self_consistency_over_time
sensorimotor_sensorium Add sensorium eval and governance runway 2026-06-03 20:53:05 -07:00
sensorium Add event vision sensorium lane 2026-06-06 12:37:57 -07:00
set_membership evals: add staged independent gold lanes 2026-06-05 16:03:26 -07:00
setup_oracle feat(comprehension): inverse reader frame — base of a more/fewer-than (PR-7b / R2 C0) 2026-06-07 07:06:26 -07:00
structure_mapping feat(trackb): S1–S4 symbolic SME, selector, pure-S1 coverage gain 2026-07-19 19:49:07 -07:00
syllogism feat(comprehend): multi-word NP chunking under a canonicalization contract 2026-06-05 22:47:34 -07:00
symbolic_logic
teaching_injection_resistance
total_ordering feat(comprehend): multi-word NP chunking under a canonicalization contract 2026-06-05 22:47:34 -07:00
vision_sensorium Add vision evidence and sensorimotor contracts 2026-06-03 20:27:46 -07:00
walkthrough_chain
warmed_session_consistency
zero_code_domain_acquisition
__init__.py
_parallel.py
baseline_runner.py
CLAIMS.md Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
cognition_cases.jsonl
framework.py
generalized_lift_instrument.py chore(adr-0250): ratify Accepted + fold in PR #74 review findings 2026-07-18 15:07:29 -07:00
holdout_runner.py
lift_evidence_handoff.py feat(evals): seams S4+S5 — generalized-lift instrument + ports/handoff evidence 2026-07-18 10:34:26 -07:00
logic_cnf_compiler.py feat(adr-0249): P3 structural formula→CNF converter (deduction leg) 2026-07-18 12:40:31 -07:00
metrics.py fix(evals): carry hash_surface on the CaseResult the register matrix actually uses 2026-07-25 14:25:31 +00:00
multi_register_program.py feat(reader-arc): compare compiler-side guards for inverse + chained shapes 2026-07-18 17:14:16 -07:00
parallel.py
run_cognition_eval.py fix(evals): carry hash_surface on the CaseResult the register matrix actually uses 2026-07-25 14:25:31 +00:00
turn_program.py feat(adr-0249): P4 turn-program compiler + chained-relaxation executor 2026-07-18 12:55:31 -07:00
vocab_trigger_instrument.py feat(generalization): vocab-trigger instrument — mechanism-vs-coverage refusal histogram (S3) 2026-07-24 16:54:13 -07:00