core/evals
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
anti_regression feat(epistemic): Phase 3 state tagging spine (#220) 2026-05-24 11:26:06 -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
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
cold_start_grounding fix(quarantine): drain all 60 quarantined tests — QUARANTINE=∅ (#267) 2026-05-25 11:22:12 -07:00
compositionality
compound_intent_decomposition
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
conversational_thread_coherence
cross_domain_transfer
curriculum_loop_closure
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
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
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
frontier_compare
grammatical_coverage
gsm8k_math feat: add gsm8k r1 reconstruction 2026-06-04 13:25:11 -07:00
gsm8k_parser_dev
hebrew_fluency
identity_divergence
industry_demos
inference_closure
introspection
koine_greek_fluency
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
learning_arc fix(W-025): polish contemplation-quality eval lane follow-ups (#290) 2026-05-26 09:39:18 -07:00
learning_loop
long_context_cost
math_bounded_grammar/v1
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
math_teaching_corpus/v1
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
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
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
register_tour
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
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 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
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
cognition_cases.jsonl
framework.py
holdout_runner.py
metrics.py
parallel.py
run_cognition_eval.py feat(W-008): L10 Shape B hybrid engine-state persistence (#271) 2026-05-25 11:45:54 -07:00