core/evals
Shay a0765066b4 feat(adr-0024): Phase 6 — comparative demo, three head-to-head conditions
Closes the 6-phase ADR-0024 chain with a focused comparative demo
that distinguishes CORE (inner-loop + margin + typed refusals) from
the in-system boundary-only baseline (ADR-0023 ablation).

Three conditions, all passing under contract tests:

  C1. Replay determinism
        baseline: 8/8 stable across 5 reruns
        CORE:     8/8 stable across 5 reruns
        CORE additionally folds refusal_reason into trace hash so
        refusal events are replayable evidence.

  C2. Traced rejection
        baseline emits forbidden: 3/3 (admits=False but walk continues)
        CORE corrects-or-refuses:  3/3
        CORE rejection in trace:   3/3
        Demonstrates that inner-loop is causally responsible for the
        selection difference between baseline and CORE.

  C3. Coherent refusal
        baseline typed refusals:        0/3 (never raises typed refusal)
        baseline emits inadmissible:    3/3
        CORE typed refusals:            3/3 (all INNER_LOOP_EXHAUSTION)
        Demonstrates that typed refusal with rejected_attempts evidence
        is new in CORE, not present in boundary-only.

Why in-system baseline (not LLM):
  A transformer-LLM comparison would be non-deterministic by
  construction, could not be CI-enforced, and would be apples-to-
  oranges (different corpus / training / sampling).  The honest
  comparison is the ablation: same codebase with the Phase 2-5
  additions disabled.

Files:
  evals/forward_semantic_control/phase6_demo.py
  evals/forward_semantic_control/public/v2_phase6_demo/cases.jsonl   (8 cases)
  evals/forward_semantic_control/results/phase6_demo_report.json
  tests/test_phase6_demo.py                                          (17 passing)
  docs/evals/phase6_comparative_demo.md

Tests: 1085 passed, 2 skipped (+17 from Phase 5 baseline).

This closes the ADR-0024 6-phase chain:
  Phase 1 — pack-grounded fixture + architectural finding   (3940290)
  Phase 2 — typed refusals + trace fold                     (310793a)
  Phase 3 — ADR-0026 ranked-with-margin                     (639e107)
  Phase 4 — ADR-0025 rotor / frame admissibility            (542e13d)
  Phase 5 — stratified 5-family mechanism-isolation         (b664984)
  Phase 6 — comparative demo                                (this commit)
2026-05-17 16:02:37 -07:00
..
adversarial_identity docs(identity): empirical finding — fix #3 needs upstream ingest-gate work 2026-05-16 14:23:20 -07:00
articulation_of_status feat(epistemic): realizer-side closure — refusal_calibration + articulation_of_status graduate 2026-05-17 10:12:59 -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(evals): Phase 0 — benchmark methodology lock-in and eval framework 2026-05-15 22:36:53 -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
cross_domain_transfer feat(algebra): null-preserving versor_apply path + un-skip 2 invariant tests 2026-05-16 21:40:37 -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 feat(adr-0024): Phase 6 — comparative demo, three head-to-head conditions 2026-05-17 16:02:37 -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(evals): identity-divergence lane v1 - 93 curriculum events, two axis profiles (Precision/Generosity), divergence/coherence/causal metrics (all pass) 2026-05-16 06:48:13 -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
long_context_cost feat(phase4): long-context-cost lane + ADR-0019 Stage 1 vault recall vectorisation 2026-05-16 16:39:30 -07:00
monotonic_learning feat(evals): v3 lanes — monotonic-learning passes, adversarial-identity reveals gap 2026-05-16 13:42:47 -07:00
multi_agent_composition fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -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 feat(evals): parallel runner + adversarial-identity v2 2026-05-16 13:10:26 -07:00
refusal_calibration feat(epistemic): realizer-side closure — refusal_calibration + articulation_of_status graduate 2026-05-17 10:12:59 -07:00
reports feat(adr-0023): Forward Semantic Control proof evidence — Accepted 2026-05-17 12:55:19 -07:00
sample_efficiency feat(phase4): sample-efficiency v1 — first quantitative-curve lane 2026-05-16 15:39:28 -07:00
symbolic_logic feat(evals): v2 lanes for calibration and symbolic-logic 2026-05-16 13:17:41 -07:00
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
zero_code_domain_acquisition feat began creation of zero code domain acquisition. did not complete yet. 2026-05-16 06:31:01 -07:00
__init__.py Add cognitive eval harness and calibration replay (#30) 2026-05-15 07:41:36 -07:00
baseline_runner.py feat(evals): frontier structural-zero baselines for Phase 2 v1 lanes 2026-05-16 12:45:28 -07:00
CLAIMS.md feat(bench): bench cost — $/1000 turns + latency, with disclosed assumptions 2026-05-17 10:53:08 -07:00
cognition_cases.jsonl feat: vault recall index, Rust versor parity, cognitive pack expansion 2026-05-15 15:34:39 -07:00
framework.py feat(evals): Phase 0 — benchmark methodology lock-in and eval framework 2026-05-15 22:36:53 -07:00
holdout_runner.py feat(evals): Phase 0 — benchmark methodology lock-in and eval framework 2026-05-15 22:36:53 -07:00
metrics.py Add cognitive eval harness and calibration replay (#30) 2026-05-15 07:41:36 -07:00
parallel.py feat(evals): parallel runner + adversarial-identity v2 2026-05-16 13:10:26 -07:00
run_cognition_eval.py Add cognitive eval harness and calibration replay (#30) 2026-05-15 07:41:36 -07:00