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Shay 1feec74b1c feat(anchor_lens): ADR-0073d — L1.4 telemetry, CLI flag, tour demo 
L1.4 closes the anchor-lens inside-out arc (L1.1→L1.4 mirroring
R1→R5).  Substantive axis is now operator-observable,
operator-driven, and demo-falsifiable — exactly what R5 did for
the register subsystem.

Telemetry extension
  - TurnEvent + ChatResponse gain anchor_lens_id +
    anchor_lens_mode_label (both default "" → pre-L1.4
    byte-identical).
  - serialize_turn_event surfaces both fields in every JSONL line.
  - Mode-label extracted via _ANCHOR_LENS_ANNOTATION_RE from the
    PRE-decoration surface (so register decoration cannot interfere
    with anchor-lens telemetry).  Composer remains the sole source
    of truth for engagement; the runtime helper is read-only.

Operator surface
  - core chat --anchor-lens <id> CLI flag threads into
    RuntimeConfig.anchor_lens_id.
  - Invalid id → AnchorLensError caught at cmd_chat and surfaced
    as _die("invalid --anchor-lens pack id: ...", code=2) before
    the REPL launches.
  - Composes with --register (both flags wire through
    _runtime_config_from_args).

Narrative demo
  - evals/anchor_lens_tour/run_tour.py walks 2 prompts × 3
    ratified lenses ({default_unanchored_v1, grc_logos_v1,
    he_logos_v1}).  Asserts four claims:
      * lens_ids_recorded_per_turn
      * trace_hashes_distinct_across_lenses (OPPOSITE of
        register-tour's identical-hash claim)
      * surface_propositions_distinct_across_lenses
      * no_substrate_glyph_leak (block-scoped Greek/Hebrew/
        Syriac/Arabic; stylistic punct allowed)
  - Exit code 0 iff all four hold.
  - Bundled into `core demo` choices + EPILOG.

Tests (30 new)
  - tests/test_anchor_lens_telemetry.py (16) — TurnEvent shape,
    serializer keys, runtime emits per lens / per engagement
    state, ChatResponse mirrors event, mode-label extractor unit.
  - tests/test_anchor_lens_cli.py (9) — _runtime_config_from_args
    threading, invalid id fail-fast, parser flag wiring, parser
    composes with --register.
  - tests/test_anchor_lens_tour_demo.py (9) — four seam claims
    pinned individually + all_claims_supported + per-cell
    anchor_lens_id + unanchored cells empty mode + engaged cells
    carry mode label.

Lane evidence
  - 30 new L1.4 tests pass.
  - core demo anchor-lens-tour --json → all_claims_supported: True.
  - core demo register-tour --json    → all_claims_supported: True.
    Both tours pass simultaneously — orthogonality CI-pinned.
  - python -m core.cli eval cognition → public 100/100/91.7/100
    byte-identical (lens=None / default_unanchored_v1).
  - Full lane: 2736 passed / 4 skipped / 1 pre-existing failure
    (+30 over L1.3's 2706; the one failure remains
    test_all_preamble_explains_combined_run, unrelated).

Live demo (canonical proof)
  P1: 'What is knowledge?'
    default_unanchored_v1  trace=17c9aabe…  mode=(none)
    grc_logos_v1           trace=0198ad4c…  mode=systematic
    he_logos_v1            trace=17c9aabe…  mode=(none)
  P2: 'What is truth?'
    default_unanchored_v1  trace=2557f3e8…  mode=(none)
    grc_logos_v1           trace=2557f3e8…  mode=(none)
    he_logos_v1            trace=ec8d84aa…  mode=covenant-verity

  Engagement is substrate-scoped: grc never touches truth, he
  never touches knowledge.  Trace hashes diverge exactly where the
  lens engages.

Trust boundaries
  - --anchor-lens flag does not bypass ratification; loader still
    enforces companion mastery report self-seal + ratify-time
    substrate-atom existence check (ADR-0073b/c).
  - Mode-label extraction is read-only regex parse; can't forge
    annotations the composer didn't emit.
  - Telemetry stays redact-safe — both fields are identifiers /
    mode labels, not content.  include_content=False emits them
    unconditionally.
  - No new mutation surface; pack files unchanged.

Closes the anchor-lens inside-out arc
  L1.1  content prerequisite                  ✓ (ADR-0073a)
  L1.2  class + loader + unanchored sentinel  ✓ (ADR-0073b)
  L1.3  first lenses + composer wiring        ✓ (ADR-0073c)
  L1.4  telemetry + CLI + tour demo           ✓ (this commit)

  Mirrors the R1→R5 register cadence exactly.  Both axes are now
  operator-observable, CI-falsifiable, audit-traceable, and
  composable via the orthogonality claim pinned in both tours.
2026-05-19 20:21:41 -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 feat(anchor_lens): ADR-0073d — L1.4 telemetry, CLI flag, tour demo 2026-05-19 20:21:41 -07:00
anti_regression feat(adr-0057): anti-regression demo — three-gate defense against learning harm 2026-05-18 10:52:23 -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 feat(adr-0060): correction acknowledgement carries corrected-topic lemma 2026-05-18 14:14:27 -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
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 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
provenance
refusal_calibration feat(adr-0043): Phase-2 pack measurements — claims → numbers 2026-05-17 22:19:24 -07:00
register_tour feat(register): R5 — operator-visible register telemetry + tour demo 2026-05-19 19:03:07 -07:00
reports feat(adr-0023): Forward Semantic Control proof evidence — Accepted 2026-05-17 12:55:19 -07:00
results chore(evals): refresh pack-measurements artifact to current runtime 2026-05-19 19:16:33 -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
__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