core/evals
Shay e06fda5b8b feat(runtime+evals): warm-path pack grounding + three long-span lanes
Step 1 — warm_grounding_stability targeted patch
- chat/runtime.py:_maybe_pack_grounded_surface accepts allow_warm=True;
  warm path invokes it after articulation and overrides
  response_surface / articulation / grounding_source when pack-grounded
  or teaching-grounded.
- CAUSE / VERIFICATION without a teaching chain on warm path emits the
  unknown-domain disclosure (matches cold-path discovery-signal doctrine
  — no fabricated vault content).
- warmed_session_consistency public lane: warm_grounding_stability
  0.0 → 1.0, grounding_match_rate 1.0, telemetry_consistency 1.0.
- Cognition lane byte-identical (public 100/100/91.7/100, holdout
  100/100/83.3/100).  Full suite 2294 passed.

Step 2 — three new red eval lanes (measurement substrate)
- conversational_thread_coherence: 6 cases / 45 turns; per-turn
  no_placeholder / not_walk_fragment / length / is_grounded predicates
  + per-case topic_anchor and no_topic_drift.  Baseline: grounded
  0.93, topic_anchor 0.50, no_topic_drift 0.83.
- multi_sentence_response: 15 cases over Explain/Tell/Describe/Walk/
  Example/Essay shapes; predicates sentence_count >= 2, non-fragment,
  connective_present, subject_named.  Baseline: multi_sentence 0.53,
  connective 0.10 — biggest architectural gap.
- self_consistency_over_time: 7 cases; same probe at multiple turn
  indices with unrelated fillers interleaved.  Baseline: byte_identical
  0.86 (one CAUSE-no-chain disclosure drifts under accumulation).

All three lanes deterministic, lexical-predicate-only — no LLM judge,
no embedding similarity.  Red-on-creation by design.  See
notes/long_span_fluency_baseline_2026-05-19.md.
2026-05-19 08:26:38 -07:00
..
adversarial_identity
anti_regression feat(adr-0057): anti-regression demo — three-gate defense against learning harm 2026-05-18 10:52:23 -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 fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
classical_literature_ood fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
cognition feat(adr-0060): correction acknowledgement carries corrected-topic lemma 2026-05-18 14:14:27 -07:00
cold_start_grounding feat(evals): cold_start_grounding lane — 44-prompt routing probe 2026-05-19 06:33:42 -07:00
compositionality feat(compositionality): compose_relations operator lifts lane 68.8% → 100% 2026-05-16 22:44:06 -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
conversational_thread_coherence feat(runtime+evals): warm-path pack grounding + three long-span lanes 2026-05-19 08:26:38 -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 fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
english_fluency_ood fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
forward_semantic_control docs(cli): self-explanatory demos — preambles + per-directory READMEs 2026-05-17 16:39:50 -07:00
foundational_biology_ood fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
foundational_physics_ood fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
grammatical_coverage fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
hebrew_fluency feat(phase5): land 5.2–5.7 — six new fluency lanes, parallel sweep 2026-05-16 20:59:31 -07:00
identity_divergence feat(adr-0043): Phase-2 pack measurements — claims → numbers 2026-05-17 22:19:24 -07:00
industry_demos fix(adr-0046): make forward-graph-constraint branch mergeable 2026-05-18 05:57:46 -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 feat(phase3): core/cognition/explain.py — close Gap 3 introspection 2026-05-16 15:09:48 -07:00
koine_greek_fluency feat(phase5): land 5.2–5.7 — six new fluency lanes, parallel sweep 2026-05-16 20:59:31 -07:00
learning_loop feat(adr-0064): cross-pack teaching chains + relations_chains_v1 seed (Phase 1.3+1.4) 2026-05-18 16:04:20 -07:00
long_context_cost feat(adr-0044, adr-0045): domain ethics pack + long-context comparison 2026-05-17 22:31:47 -07:00
monotonic_learning
multi_agent_composition fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
multi_sentence_response feat(runtime+evals): warm-path pack grounding + three long-span lanes 2026-05-19 08:26:38 -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
provenance
refusal_calibration feat(adr-0043): Phase-2 pack measurements — claims → numbers 2026-05-17 22:19:24 -07:00
reports feat(adr-0023): Forward Semantic Control proof evidence — Accepted 2026-05-17 12:55:19 -07:00
results feat(adr-0043): Phase-2 pack measurements — claims → numbers 2026-05-17 22:19:24 -07:00
sample_efficiency feat(phase4): sample-efficiency v1 — first quantitative-curve lane 2026-05-16 15:39:28 -07:00
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
warmed_session_consistency feat(evals): warmed_session_consistency lane — pipeline override regression substrate 2026-05-19 07:13:41 -07:00
zero_code_domain_acquisition
__init__.py
baseline_runner.py
CLAIMS.md feat(bench): bench cost — $/1000 turns + latency, with disclosed assumptions 2026-05-17 10:53:08 -07:00
cognition_cases.jsonl
framework.py feat(adr-0054): vault recall indexing/batching + holdout split wired 2026-05-18 07:58:57 -07:00
holdout_runner.py
metrics.py
parallel.py
run_cognition_eval.py