core/evals
Shay 58ac7805bd feat(evals): register firing diagnostic — opening/closing fire rates
Adds evals/register_diagnostics/run_firing_diagnostic.py. For every
ratified register pack, runs every cognition case and reports
whether the opening and closing markers actually fired (non-empty
selection from the bucket).

Why this exists.  The 100-pack widened tour revealed that some packs
collapse to baseline on certain prompts — their non-empty marker
entries simply don't get selected by the SHA-256 seed for that
particular (seed_text, register_id, turn_idx) combination. Without
a diagnostic, collapses are only visible by eyeballing surfaces.

The diagnostic surfaces three pack categories:
  * silent           : neither marker ever fires (empty buckets) —
                       legitimate for terse_v1, succinct_v1, the
                       A_depth knob-only registers; suspicious
                       elsewhere
  * sometimes_firing : 0 < observed_rate < 1 — '' is in the bucket
                       so the register "feels lighter"; quiet turns
                       mixed in (e.g. socratic_v1, convivial_v1)
  * always_firing    : opening_observed_rate == 1 — no '' in bucket;
                       most expressive (no current packs hit this on
                       both buckets)

For each (pack, cognition lane) cell it reports bucket_rate (the
structural ceiling, fraction of non-empty entries in bucket) and
observed_rate (fraction of cases where the marker actually fires).

Findings on the current 100-pack catalog:
  * 92 packs: sometimes_firing — most pack designs working as
    intended; observed_rate tracks bucket_rate within statistical
    noise of the 45-case sample
  * 8 packs:  silent
      - 7 by design (default_neutral/terse/precise/formal/succinct/
        expansive/exhaustive — A_depth + the seven-ratified neutral
        anchors)
      - 1 flagged for review: expert_v1 (D_posture); only D_posture
        pack without populated marker buckets — may have been an
        authoring miss given peer/mentor/student/scholar/practitioner/
        novice/narrator/journalist/elder are all populated
  * 2 packs:  closings 0% (assertive_v1, blunt_v1) — side effect of
    removing the bare '.' closing in the previous commit, leaving
    only [""] in the closing bucket. A future content pass may want
    to add ' — period.'-style separator-prefixed entries to round
    out the register without re-introducing the punctuation bug.
  * 1 pack:   openings 0% (epigram_v1) — by design? epigrams are
    short and pointed; closings still fire 42.2%

Usage:
  PYTHONPATH=. .venv/bin/python -m evals.register_diagnostics.run_firing_diagnostic
  PYTHONPATH=. .venv/bin/python -m evals.register_diagnostics.run_firing_diagnostic --json > firing.json

Operator-only utility; mirrors the eval-artifact convention used by
evals/register_tour/run_tour.py and evals/anchor_lens_tour/run_tour.py.
2026-05-21 06:58:05 -07:00
..
adversarial_identity docs(identity): empirical finding — fix #3 needs upstream ingest-gate work 2026-05-16 14:23:20 -07:00
anchor_lens_tour parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
anti_regression chore(evals): contracts + bench json + Lane B viewer + chart + audit + demo schema (#62) 2026-05-20 13:53:13 -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 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 parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
cold_start_grounding feat(evals+bench): isolation lanes, holdouts, planner-on bench sub-bench 2026-05-19 12:42:55 -07:00
compositionality feat(compositionality): compose_relations operator lifts lane 68.8% → 100% 2026-05-16 22:44:06 -07:00
compound_intent_decomposition feat(evals+bench): isolation lanes, holdouts, planner-on bench sub-bench 2026-05-19 12:42:55 -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
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 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
frontier_compare feat(frontier): add replay variability suite and token-cost telemetry (#66) 2026-05-20 15:04:34 -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
lab research(evals): phi separation probe for ADR-0081 follow-up (#57) 2026-05-20 12:34:59 -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
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_sentence_response feat(evals+bench): isolation lanes, holdouts, planner-on bench sub-bench 2026-05-19 12:42:55 -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
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
provenance feat(evals): parallel runner + adversarial-identity v2 2026-05-16 13:10:26 -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(adr-0043): Phase-2 pack measurements — claims → numbers 2026-05-17 22:19:24 -07:00
register_diagnostics feat(evals): register firing diagnostic — opening/closing fire rates 2026-05-21 06:58:05 -07:00
register_tour feat(register): ADR-0077 — substantive register knobs + layering boundary (R6) 2026-05-19 23:39:11 -07:00
reports feat(adr-0023): Forward Semantic Control proof evidence — Accepted 2026-05-17 12:55:19 -07:00
results feat: ADR-0086 + ADR-0087 + 100-register catalog — cognition lane closure 2026-05-21 00:08:12 -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 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
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 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
_parallel.py parallel eval runner (#46) 2026-05-19 23:51:59 -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 chore(evals): contracts + bench json + Lane B viewer + chart + audit + demo schema (#62) 2026-05-20 13:53:13 -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 fix(evals): introspect run_lane signature before passing workers kwarg 2026-05-20 05:59:51 -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 parallel eval runner (#46) 2026-05-19 23:51:59 -07:00
run_cognition_eval.py parallel eval runner (#46) 2026-05-19 23:51:59 -07:00