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Shay a005a92fed feat(comprehend): arithmetic word-problems via binding_graph (5th domain, real admissibility) 
The binding-graph's FIRST comprehension consumer (doctrine-aligned: quantities live
in binding_graph, NOT the MeaningGraph). generate/quantitative_comprehension.py
reads arithmetic prose into SymbolBinding/BoundFact/BoundEquation and runs the REAL
check_admissibility (shell -> verify -> rebuild with the actual UnitProof) — there
is NO stamped "admitted": an equation is admitted only if its operand units verify.
Then to_relational_metric projects the binding-graph to the independent
relational_metric oracle for the verdict.

Templates (digits only; non-digit quantity REFUSES):
  "<X> has <N> <unit>"                 -> BoundFact(X = N)
  "<Y> has <N> more <unit> than <X>"   -> BoundEquation(Y = X + N)  op=add
  "<Y> has <N> fewer <unit> than <X>"  -> BoundEquation(Y = X - N)  op=subtract
  "How many <unit> does <Y> have"      -> ask Y
  "How many <unit> do <X> and <Y> have"-> total = X + Y; ask total

Unit modelling (honest, not faked): a noun the closed en_units_v1 pack knows is
used verbatim (dollars -> dollar/money); an UNKNOWN sortal noun (stickers, coins)
is a count of discrete objects -> the existing 'item' lemma (dimension count). So
admissibility stays a REAL check: count+count admits, count+money (a mixed-unit
sum) REFUSES with unit_mismatch — verified to bite.

comprehension_relational_metric: 15/15 wrong=0 (full coverage). Located OUTSIDE
generate/meaning_graph (it targets binding_graph, not the MeaningGraph) so INV-28
neutrality stays intact; oracle imports none of the SUT (new INV-25 lane).
Capability index breadth 7->8, score 0.928622 -> 0.937258, wrong_total 0, digest
50e0675b…

Tests: reader templates + count/known-unit modelling + admissibility-bite (mixed
unit refuses) + non-digit refusal; end-to-end full-coverage wrong=0; arithmetic
added to the structure-preservation generative panel (projected relations+query ==
ground truth); capability breadth 7->8; INV-25 arithmetic lane. 93 targeted + 90
smoke green; lane SHAs 8/9 (sole miss = public_demo env flake; deductive_logic +
math_teaching unchanged -> no GSM8K coupling).
2026-06-06 00:43:16 -07:00
..
adversarial_identity
anchor_lens_tour parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
anti_regression feat(epistemic): Phase 3 state tagging spine (#220) 2026-05-24 11:26:06 -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
audio_sensorium feat(adr-0181-p4): audio compiler eval gate lane (sensorium/audio) (#470) 2026-05-29 11:20:31 -07:00
audit_tour
calibration
capability_index feat(comprehend): arithmetic word-problems via binding_graph (5th domain, real admissibility) 2026-06-06 00:43:16 -07:00
classical_literature_ood
cognition parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
cold_start_grounding fix(quarantine): drain all 60 quarantined tests — QUARANTINE=∅ (#267) 2026-05-25 11:22:12 -07:00
compositionality
compound_intent_decomposition feat(evals+bench): isolation lanes, holdouts, planner-on bench sub-bench 2026-05-19 12:42:55 -07:00
comprehension feat(comprehend): arithmetic word-problems via binding_graph (5th domain, real admissibility) 2026-06-06 00:43:16 -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 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
curriculum_loop_closure feat(evals): ADR-0105 — sealed holdout encryption via age (#108) 2026-05-22 10:09:43 -07:00
deductive_logic test(l10): add independent-gold adversarial logic fixtures 2026-06-05 09:08:23 -07:00
demo_composition fix(W-015): replace _slerp_toward with rotor-geodesic anchor pull (#255) 2026-05-24 20:05:25 -07:00
deterministic_fluency feat(evals): deterministic_fluency lane — six structural predicates 2026-05-19 07:16:44 -07:00
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
elementary_mathematics_ood feat(capability): ADR-0110 promote mathematics_logic to expert_demo (#118) 2026-05-22 12:59:23 -07:00
english_fluency_ood
fabrication_control chore(ci): re-pin drifted lane SHAs + refresh canonical reports (#229) 2026-05-24 14:25:11 -07:00
flywheel_demo feat(demo): core demo flywheel — public-proof reproduction of the loop 2026-05-27 21:33:54 -07:00
forward_semantic_control
foundational_biology_ood
foundational_physics_ood feat: ADR-0111 physics expert-demo promotion (second successful) 2026-05-22 14:37:36 -07:00
frontier_compare feat(contemplation): land ADR-0080 phase 1 (#119) 2026-05-22 13:10:03 -07:00
grammatical_coverage
gsm8k_math feat: add gsm8k r1 reconstruction 2026-06-04 13:25:11 -07:00
gsm8k_parser_dev feat: add ADR-0125 perturbation suite 2026-05-22 17:12:33 -07:00
hebrew_fluency feat(packs): ADR-0103 — attach hebrew_fluency + koine_greek_fluency lanes to ADR-0102 (#106) 2026-05-22 09:43:46 -07:00
identity_divergence
industry_demos evals/industry_demos: add run_all.py suite runner 2026-05-21 08:23:29 -07:00
inference_closure feat: ADR-0122 systems_software audit-passed deferred (lane-shape mismatch) 2026-05-22 16:31:59 -07:00
introspection
koine_greek_fluency feat(packs): ADR-0103 — attach hebrew_fluency + koine_greek_fluency lanes to ADR-0102 (#106) 2026-05-22 09:43:46 -07:00
l10_continuity feat(persistence): Shape B+ Phase D+E — opt-in lived-state persistence; reboot transparent 2026-06-05 13:17:30 -07:00
lab research(evals): phi separation probe for ADR-0081 follow-up (#57) 2026-05-20 12:34:59 -07:00
learning_arc fix(W-025): polish contemplation-quality eval lane follow-ups (#290) 2026-05-26 09:39:18 -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
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 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
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 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
propositional_logic feat(comprehend): propositional-logic comprehension (4th domain, flagship oracle) 2026-06-05 23:24:54 -07:00
provenance
public_demo chore(ratify): accept four Phase C round-2 recognizers (round 2) (#309) 2026-05-26 16:03:01 -07:00
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(identity): L11 identity continuity — same identity across reboot, not just same bytes 2026-06-05 13:52:57 -07:00
refusal_taxonomy fix(refusal-taxonomy): parse new refusal-reason format; reconcile to reader gains 2026-06-03 01:49:41 -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
relational_metric feat(field-wedge): ablation verdict — field is decoration on additive (C3) (Phase W.2) 2026-06-04 19:44:22 -07:00
reports
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
sensorimotor_sensorium Add sensorium eval and governance runway 2026-06-03 20:53:05 -07:00
sensorium Add sensorium eval and governance runway 2026-06-03 20:53:05 -07:00
set_membership evals: add staged independent gold lanes 2026-06-05 16:03:26 -07:00
syllogism feat(comprehend): multi-word NP chunking under a canonicalization contract 2026-06-05 22:47:34 -07:00
symbolic_logic feat: ADR-0122 systems_software audit-passed deferred (lane-shape mismatch) 2026-05-22 16:31:59 -07:00
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 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 feat(evals): ADR-0105 — sealed holdout encryption via age (#108) 2026-05-22 10:09:43 -07:00
holdout_runner.py feat(evals): ADR-0105 — sealed holdout encryption via age (#108) 2026-05-22 10:09:43 -07:00
metrics.py
parallel.py parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
run_cognition_eval.py feat(W-008): L10 Shape B hybrid engine-state persistence (#271) 2026-05-25 11:45:54 -07:00