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18 commits

Author SHA1 Message Date
Shay
e03ab4b609 feat(adr-0057): Phase C2 — TeachingChainProposal + replay gate + review CLI
The only path by which CORE extends its own active teaching corpus.
Closes ADR-0055 Phase C alongside ADR-0056's cognitive surface.

Three load-bearing calls (recorded in ADR-0057):
  1. Replay-equivalence is a precondition, not a permission;
     operator --accept remains required.
  2. Eligibility = polarity in {affirms, falsifies} AND at least
     one source='corpus' evidence pointer AND boundary_clean AND
     claim_domain != evaluative (unless --allow-evaluative) AND
     proposed_chain complete.
  3. Append-only proposal log; corpus history append-only too.

Changes
- teaching/proposals.py — TeachingChainProposal, ReplayEvidence,
  ProposalLog (event-sourced replay → current_state), eligibility
  predicate, propose_from_candidate, accept/reject/withdraw,
  append_chain_to_corpus (the sole corpus-write surface).  Uses
  TYPE_CHECKING guards to break the circular import with
  chat.pack_grounding.
- teaching/replay.py — run_replay_equivalence; swaps _corpus_index
  path to a tmp file, runs cognition lane on the active corpus
  AND a transient copy with the proposed chain appended, returns
  regressed-metrics list; trust-boundary assertion that the active
  corpus bytes are byte-identical pre/post.
- teaching/discovery.py — moved chat.pack_grounding /
  chat.teaching_grounding imports inside extract_discovery_candidates
  to break the cycle (was masked when chat.runtime was the entry
  point; surfaced by CLI entry).
- core/cli.py — three new subcommands:
    core teaching propose <candidate-jsonl-path> [--allow-evaluative]
    core teaching proposals [--state pending|accepted|rejected|withdrawn] [--json]
    core teaching review <proposal_id> --accept --review-date YYYY-MM-DD
    core teaching review <proposal_id> --reject [--note ...]
    core teaching review <proposal_id> --withdraw [--note ...]
- tests/test_teaching_proposals.py — 16 tests covering: every
  eligibility gate, proposal_id idempotency, append-only log,
  replay-equivalent stays pending, regression auto-rejects with
  named regressed metrics, --accept appends one line with typed
  Provenance, --accept refused on non-equivalent, state-machine
  blocks double-accept, real replay gate runs cognition lane
  twice and asserts byte-clean active corpus pre/post.

Invariants preserved
- versor_condition(F) < 1e-6 — C2 touches no algebra path.
- Active corpus bytes byte-identical regardless of replay outcome.
- No clock-time reads, no LLM, no async.
- Proposal-only — accept_proposal is the sole corpus-write path.

Lanes: smoke 67 / cognition 121 / runtime 19 / teaching 17 /
new proposals 16.  Cognition eval unchanged.

Open follow-ups (not in scope):
- supersession via operator review action
- cross-pack falsification arbitration (ADR-0056 Call 2 deferred)
- pack-data migration of frame-dependent connectives

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-18 10:23:14 -07:00
Shay
f78def7f3a docs(adr-0056): mark Accepted in decisions index
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-18 10:10:53 -07:00
Shay
f1121b5822 docs(adr-0056): Contemplation loop C1 — Proposed
Splits ADR-0055 Phase C into:
- C1 (this ADR): cognitive contemplation loop — question
  decomposition + polarity (affirms/falsifies/undetermined) +
  claim_domain typing (factual/relational/evaluative)
- C2 (future ADR): review-and-apply — TeachingChainProposal,
  replay-equivalence gate, corpus append-on-accept

Documents four load-bearing design calls with explicit reasoning
so future sessions can re-derive without re-arguing:

1. Stopping condition: record-the-gap-and-stop primary, bounded
   depth failsafe; failsafe firing emits recursion_overflow audit
   signal — never silent truncation.
2. Falsification evidence: reviewed-only, same pack family;
   session-tier contests but does not falsify. Cross-pack
   arbitration deferred.
3. Order: C1 before C2. Reversed instinct to land 'small thing
   first' — C2 alone is useless without enriched input; C1
   physically cannot mutate corpus until C2 wires the apply path.
4. Sync, not async. CORE hot path is deterministic; concurrency
   overhead exceeds probe cost on local-only probes. Async
   deferred to a future ADR if a blocking probe surface emerges.

Trust boundary: C1 never mutates the corpus. C1 reads pack,
corpus, vault, and most recent TurnEvent; writes only to the
existing Phase B discovery sink. Gap-recorded sub-questions
emit as new top-level candidates on the same sink — recursion
reified into the stream.

Maps directly onto user-stated framing recorded verbatim in the
ADR:
- 'contemplation always starts with a question' → candidate is
  the posing; contemplate() is the answering
- 'truths and/or falsities' → polarity on the chain itself
- 'remain humble' → claim_domain with escalating evidence
  thresholds, mandatory hedge for evaluative
2026-05-18 08:52:43 -07:00
Shay
0f797e2940 docs(adr-0055): inter-session memory — reviewed discovery promotion (Proposed)
Phased design for closing the inter-session learning loop without a
parallel learning path:

- Phase A: make today's 4-tier story load-bearing (audit CLI,
  active-set view via superseded_by, typed provenance enum)
- Phase B: DiscoveryCandidate emission from the turn loop —
  deterministic rule-firing on the audit trail, never writes the
  corpus
- Phase C: TeachingChainProposal — sibling to PackMutationProposal,
  proposal-only, replay-equivalence gate on dev+public
- Phase D: epistemic-tier guard (only COHERENT evidence promotes)
- Phase E: curriculum integration via formation review

Non-goals named explicitly: no embeddings, no DB storage, no
automatic identity/safety/ethics mutation, no opaque LLM step, no
removal of human reviewer.

Status Proposed; later ADRs land each phase against the verification
contracts named here.
2026-05-18 08:09:40 -07:00
Shay
6b25069da8 feat(adr-0054): vault recall indexing/batching + holdout split wired
Two doctrine-aligned CLAUDE.md items closed together.

Part 1 — vault indexing + batching (item #4):
- VaultStore lazy _matrix_cache (invalidated on store / reproject /
  eviction); vault_recall(prebuilt_matrix=...) skips deque→ndarray
  rebuild on hot path
- New vault_recall_batch + VaultStore.recall_batch — B queries
  scored in one component-serial sweep, bit-identical to per-query
  vault_recall (3 seeds × 7 queries × N=137 parity test)
- No approximation, no hot-path repair, scoring arithmetic
  unchanged

Part 2 — holdout split wired:
- LaneInfo.holdout_cases_path resolves plaintext holdouts in fixed
  priority; sealed (.age) holdouts stay in holdout_runner
- framework.run_lane(split="holdout") + argparse --split choices
- First official cognition holdout numbers: 19 cases, intent 100%,
  surface 94.7%, term_capture 70.8%, versor 100% — single miss is
  predicted correction_truth_040 (ADR-0053 scope-limit)

Tests: 21 new vault tests + 10 new framework tests. Lanes: smoke
67, cognition 121, runtime 19, teaching 17, packs 6, algebra 132 —
all green. versor_condition < 1e-6 invariant preserved.
2026-05-18 07:58:57 -07:00
Shay
e975faf8a8 feat(adr-0053): cognition lane closure — corpus expansion + CORRECTION acknowledgement
Closes both cognition splits at 100% surface_groundedness.  Three
parts:

1. Teaching corpus expansion (no code).  cognition_chains_v1.jsonl
   grows 3→10 chains.  3 close dev-split misses (correction,
   creation, light-as-VERIFICATION); 4 pre-empt the analogous
   holdout pattern (CAUSE/VERIFICATION on truth + wisdom).  Every
   subject/object is a pack lemma; every connective is a recognised
   humanize_predicate predicate.

2. CORRECTION acknowledgement branch.  New
   `pack_grounded_correction_surface()` in chat/pack_grounding.py,
   wired into `_maybe_pack_grounded_surface` for cold-start
   CORRECTION intents.  Fixed-template surface with distinct
   trailing disclosure ("No prior turn in this session to correct
   yet.") — distinguishes the cold-start acknowledgement from the
   DEFINITION-of-correction surface.  The post-correction reviewed-
   teaching path in teaching/correction.py is unchanged.

3. Diagnostic memory.  Saves the dev-split generalization finding:
   the ADR-0048→0052 chain is NOT overfit.  Public/dev gap was
   teaching-corpus content coverage, not architecture.

Eval deltas (both splits run, post-ADR-0053):
                       public   dev
  intent_accuracy        100%   100%   (=)
  surface_groundedness   100%   100%   SATURATED
  term_capture_rate    91.7%  78.6%
  versor_closure_rate    100%   100%   (=)

Public surface_groundedness: 92.3% → 100%   (+7.7 pp)
Dev    surface_groundedness: 69.2% → 100%   (+30.8 pp)

Tests: tests/test_pack_grounded_correction.py (15 new tests).
Lanes green: smoke (67), cognition (121), runtime (19),
teaching (17), packs (6).

Scope limits: holdouts (19 cases) not yet in the official
`core eval cognition` runner (--split accepts only {dev, public});
the CORRECTION surface does not yet echo the corrected-subject
lemma (relevant only for holdout case `correction_truth_040`).
2026-05-18 07:43:39 -07:00
Shay
822d8e1672 docs(adr): index ADR-0051 + ADR-0052 in decisions README
Add the two rows the orchestrator deferred while the parallel
subagent worktrees were in flight.  Both ADRs were merged in
preceding commits; this lands the README index entries that
were intentionally fenced out of each subagent's scope to
avoid merge-conflict noise.
2026-05-18 07:30:14 -07:00
Shay
ecd580479a feat(adr-0050): pack-grounded COMPARISON surface
Sibling to ADR-0048's DEFINITION/RECALL pack-grounded surface for
the COMPARISON intent.  `pack_grounded_comparison_surface(a, b)` in
`chat/pack_grounding.py` composes a deterministic side-by-side
surface from both lemmas' pack `semantic_domains`, joined by the
fixed connective "contrasts with":

  "{a} (d_a1; d_a2) contrasts with {b} (d_b1; d_b2) — pack-grounded
   ({pack_id}). No session evidence yet."

`chat/runtime.py:_maybe_pack_grounded_surface` gains a COMPARISON
branch that runs before the DEFINITION/RECALL check.  Engages only
when both `intent.subject` and `intent.secondary_subject` are pack
lemmas and differ (identical-lemma comparison defers to disclosure).
Order-sensitive by design — matches the graph-layer's directional
CONTRAST edge.

Cognition eval (13-case public split):
  surface_groundedness  61.5% → 69.2%  (+7.7 pp)
  term_capture_rate     50.0% → 58.3%  (+8.3 pp)
  intent_accuracy            100.0%        (=)
  versor_closure_rate        100.0%        (=)

Case lifted: comparison_memory_recall_030 ("Compare memory and
recall").  Remaining unlift cases (CAUSE×2, VERIFICATION×1,
CORRECTION×1) need teaching-store chains or operator-driven
inference — pack lookup cannot supply causal explanations,
verifications, or corrections without fabrication.

Tests: tests/test_pack_grounded_comparison.py (15 tests).
Lanes green: smoke (67), cognition (121), runtime (19), algebra
(132), teaching (17), packs (6).
2026-05-18 06:59:53 -07:00
Shay
c8037cfa0d feat(adr-0049): head-noun subject extraction in intent classifier
Add a deterministic, pack-agnostic post-processor in `generate/intent.py`
that runs after the `_RULES` table fires:

- DEFINITION / RECALL / PROCEDURE: strip trailing punctuation + leading
  articles; preserve multi-word noun phrases
- CAUSE / VERIFICATION: additionally strip leading aux verbs; return
  the head noun

Closed-set frozen sets (`_ARTICLES`, `_AUX_VERBS`) make the transform
inspectable. No pack load, no algebra change — touches only
`DialogueIntent.subject`.

Cognition eval (13-case public split):
  surface_groundedness  46.2% → 61.5%  (+15.3 pp)
  term_capture_rate     33.3% → 50.0%  (+16.7 pp)
  intent_accuracy            100.0%        (=)
  versor_closure_rate        100.0%        (=)

Two cases lift through the ADR-0048 pack path
(definition_procedure_023, definition_relation_026 — both
"What is a X?" → subject=X via article stripping). CAUSE / VERIFICATION
subjects are now clean head nouns, foundational for future COMPARISON
pack path / teaching-store inference.

Tests: tests/test_intent_subject_extraction.py (30 tests).
Lanes green: smoke (67), cognition (121), runtime (19), algebra (132),
teaching (17), packs (6).
2026-05-18 06:51:46 -07:00
Shay
c28e107dc7 feat(adr-0048): pack-grounded surface for cold-start DEFINITION/RECALL
Closes the surface-grounding gap isolated by ADR-0047's
characterisation.  Adds the ratified cognition pack as a second
grounding source alongside the session vault.

== chat/pack_grounding.py (new) ==

Loads en_core_cognition_v1's lexicon once (cached; immutable pack)
and exposes:

  pack_grounded_surface(lemma) -> str | None

Returns a deterministic, fully pack-sourced surface:

  "{lemma} — pack-grounded ({pack_id}): {d1}; {d2}; {d3}. No session evidence yet."

Every visible atom is the lemma or a verbatim semantic_domains
string from the pack.  No rewording, no synthesis, no LLM.

== chat/runtime.py ==

_stub_response gains optional pack_grounded_surface= parameter.
_maybe_pack_grounded_surface routes to the pack only when all four
hold: gate_source=="empty_vault", output_language=="en",
intent.tag in {DEFINITION, RECALL}, and intent.subject is a pack
lemma.  Safety/ethics refusal still takes priority above this branch.

ChatResponse and TurnEvent gain grounding_source ∈ {vault,pack,none}.
Main walk path tags responses "vault".

== core/cognition/pipeline.py ==

gate_fired detection moved from string equality on the universal
disclosure to provenance:

  gate_fired = response.vault_hits == 0 and response.grounding_source != "vault"

Same intent (suppress realizer template on gate-fired turns),
broader stub-path surface set.

== Characterisation (core eval cognition, 13-case public split) ==

  Metric                  Pre        Post     Δ
  intent_accuracy        100.0%     100.0%    0
  surface_groundedness    15.4%      46.2%   +30.8 pp
  term_capture_rate        0.0%      33.3%   +33.3 pp
  versor_closure_rate    100.0%     100.0%    0

Lift is non-uniform by design: only single-lemma DEFINITION/RECALL
on pack-known English subjects engage.  CAUSE/COMPARISON/VERIFICATION
and multi-word OOV subjects still return the universal disclosure —
fabricating those would violate the no-LLM-fallback doctrine.

== Tests ==

  tests/test_pack_grounding.py                          18 passed
  tests/test_semantic_realizer_integration.py (updated) 1 stub-path test
    pinned to the broader contract: surface is either universal
    disclosure or pack-grounded; never the realizer template.

== Lanes ==

  smoke 67  cognition 121  runtime 19  algebra 132
  teaching 17  packs 6

versor_condition(F) < 1e-6 invariant unaffected (no algebra changes).
2026-05-18 06:36:10 -07:00
Shay
f47a85a3e7 feat(adr-0047): wire forward graph constraint into the chat hot path
Closes ADR-0046's deferred follow-up: convert the PropositionGraph
into an AdmissibilityRegion BEFORE generate() runs on the live
chat path.

== generate/intent_bridge.py ==

New public helper:

    build_graph_from_input(text, plan) -> PropositionGraph

Same internal call as _build_graph_from_intent, without the
post-generation ground_graph step — suitable for forward use.

== chat/runtime.py ==

When the new flag is on and output language is English, build the
graph and the region before generate() and pass it via region=.
Empty / fully OOV graphs return AdmissibilityRegion(allowed_indices=None),
which generate() treats as unconstrained — the change is a true
no-op when the graph carries no in-vocab anchors.

== core/config.py ==

RuntimeConfig.forward_graph_constraint: bool = False

Default False preserves all pre-ADR-0046 behaviour and the ADR-0024
honest-refusal contract.  A first attempt wired the constraint
unconditionally; 15 tests failed with InnerLoopExhaustion because the
intent-derived graph's CGA neighbourhood doesn't intersect the walk's
candidate pool with top_k=8 on the current packs.  The honest answer
is not to widen top_k until the failure goes away nor to silently
relax — both erase the architectural information that the geometry
of the graph and the geometry of the walk are not yet co-located.
Opt-in preserves ADR-0024 and follows the ADR-0022→0026 transition-
window pattern.

== Characterisation (core eval cognition, 13-case public split) ==

A/B with the flag toggled:

  Metric                  OFF      ON      Δ
  intent_accuracy        100.0%   100.0%   0
  surface_groundedness    15.4%    15.4%   0
  term_capture_rate        0.0%     0.0%   0
  versor_closure_rate    100.0%   100.0%   0
  InnerLoopExhaustion       0        0     0
  non-trivial constraint   n/a    6 / 13   —

Findings:
- Wiring is correct and safe (no exhaustions, closure unchanged).
- Single-token in-vocab subjects engage the constraint
  (light/knowledge/meaning/memory/correction).
- Multi-word OOV subject phrases produced by the intent classifier
  fall through to unconstrained — this is the existing intent-
  classifier contract surfacing into geometry, not a constraint bug.
- Restricting which tokens the walk may visit did not change
  surface_groundedness or term_capture_rate on this lane.  The
  surface-grounding gap therefore lives downstream of propagation
  — in the realizer / surface-assembly / dialogue-role path — and is
  the next load-bearing pull.  This isolates the next ADR's scope.

== tests/test_forward_graph_constraint_wiring.py (5 tests) ==

  - DEFAULT_CONFIG.forward_graph_constraint is False
  - Default runtime answers without InnerLoopExhaustion
  - Opt-in runtime answers on a short benign input
  - Graph builder + build_graph_constraint produce a labelled
    AdmissibilityRegion ("graph:unconstrained" or "graph:<root_id>")
  - Flag is observable on the frozen RuntimeConfig

== docs/decisions/ ==

  - ADR-0047 ratifies the wire-up, opt-in rationale, and A/B numbers.
  - README index updated; the Pillar 1→2→3 section now reflects both
    the primitive (ADR-0046) and the live wiring (ADR-0047), and
    names the next pull (realizer / surface assembly) explicitly.

Verification (this branch):

  tests/test_forward_graph_constraint_wiring.py    5 passed
  tests/test_graph_constraint.py                   8 passed
  core test --suite smoke                         67 passed
  core test --suite cognition                    121 passed
  core test --suite runtime                       19 passed
  core test --suite algebra                      132 passed
  core test --suite teaching                      17 passed
  core test --suite packs                          6 passed
  core eval cognition                            metrics unchanged from main

versor_condition(F) < 1e-6 invariant unaffected.
2026-05-18 06:18:10 -07:00
Shay
c01ad748c8 fix(adr-0046): make forward-graph-constraint branch mergeable
The original adr-0046 commit was never run.  Fixes:

- generate/graph_constraint.py: import RegionSource (was the
  non-existent AdmissibilitySource).
- tests/test_graph_constraint.py + demo_01: load pack
  "en_core_cognition_v1" (was "en", which is not a pack ID).
- demo_03: read JsonlBufferSink.lines as a list attribute, not a
  method call.
- demo_04 (exact_recall_scale): DROPPED.  The construction used
  raw standard_normal vectors through unitize_versor and asserted
  cga_inner self-similarity is the population max.  Cl(4,1) has
  mixed signature — cga_inner is not self-maximising for arbitrary
  unitized random vectors — and the demo failed at N=10 000 in
  exactly the way the construction predicts.  The exact-recall
  claim's correct home is ADR-0045 (real vault path, properly
  constructed versors, N up to 100k = 100%).

Doc/index updates:

- ADR-0046 trimmed to three demos, with an explicit note on the
  dropped demo's geometric error and the cross-reference to
  ADR-0045.
- ADR-0046 verification block updated with measured lane numbers
  (smoke 67 / cognition 121 / runtime 19 / algebra 132 /
  teaching 17 / packs 6; core eval cognition unchanged).
- ADR-0046 cross-references ADR-0018 (intent_bridge source of the
  graph) and ADR-0022→ADR-0026 (AdmissibilityRegion contract).
- docs/decisions/README.md: ADR-0046 added to the index and to a
  new "Pillar 1 → 2 → 3 coupling" section linking the graph
  constraint to the existing forward-semantic-control chain.
- evals/industry_demos/__init__.py: invocation list trimmed to
  the three real entry points; removed the aspirational
  "core demo …" subcommands that were never wired.

Verification on this branch:
  tests/test_graph_constraint.py        8 passed
  evals/industry_demos/demo_01..03      exit 0 each
  core test --suite smoke              67 passed
  core test --suite cognition         121 passed
  core test --suite runtime            19 passed
  core test --suite algebra           132 passed
  core test --suite teaching           17 passed
  core test --suite packs               6 passed
  core eval cognition                 intent 100%, versor_closure 100%
2026-05-18 05:57:46 -07:00
Shay
283680f110 feat(adr-0044, adr-0045): domain ethics pack + long-context comparison
ADR-0044 — Medical / clinical ethics pack (worked-example domain pack).
Ships packs/ethics/medical_clinical_ethics_v1.json with six commitments
partitioned across all three remediation tiers:
  - refuse: no_dosing_recommendation, no_emergency_triage_authority
  - hedge:  defer_diagnosis_to_clinician, surface_evidence_grade
  - audit:  disclose_no_clinician_relationship, respect_patient_autonomy

Ratified end-to-end through scripts/ratify_ethics_pack.py (PACK_IDS
extended).  Production-mode load via load_ethics_pack succeeds.
ChatRuntime composition includes universal safety floor + every medical
commitment.  tests/test_medical_clinical_ethics_pack.py (8 tests) gates
file existence, sealed report, disjoint refusal/hedge lists, and
pack-swap visibility (default pack does NOT carry medical commitments).

ADR-0045 — Long-context recall: CORE vs transformer baselines.
Adds evals/long_context_cost/comparison_runner.py with a deterministic
needle-in-a-haystack measurement at N ∈ {100, 1_000, 10_000, 100_000}.
CORE recall = 100% at every tested N by exact cga_inner scan.

Paired with frozen citations of published transformer NIAH numbers in
evals/long_context_cost/baselines/transformer_long_context.json:
Claude 2.1 (200k, 50%), GPT-4 Turbo 128k (~71%), Gemini 1.5 Pro (99.7%),
NVIDIA RULER (varies).  Each citation carries source + url.

The two components measure different inputs (synthetic versors vs NL
needles) and are not directly comparable benchmark-for-benchmark.  The
comparison is at the architectural level — exact-scan recall vs
attention-based probabilistic recall.  Scope and limits documented in
the ADR.  tests/test_long_context_comparison.py (5 tests) gates schema,
CORE recall == 100%, and baseline citation presence.

CLI integration: two new demo targets with study-grade preambles.
  - core demo pack-measurements          (ADR-0043 — wired)
  - core demo long-context-comparison    (ADR-0045)
README + docs/PROGRESS.md cheatsheets updated.  docs/decisions/README.md
index extended with ADR-0044 + ADR-0045; pack-layer chain title now
"ADR-0027 through ADR-0045".

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-17 22:31:47 -07:00
Shay
4ba1ef2da3 feat(adr-0043): Phase-2 pack measurements — claims → numbers
Converts the load-bearing claims of the ADR-0027→0042 pack-layer chain
into CI-enforced numbers across the three ratified identity packs
(default_general_v1, precision_first_v1, generosity_first_v1).

Two new pack-driven runners + an orchestrator:

- evals/identity_divergence/pack_runner.py — drives real
  SentenceAssembler + SurfaceContext (no mocks) across all three
  packs over 10 cases × 5 alignment bands; publishes per-pack
  bare/hedge/qualifier rates and pairwise distinct_rate.

- evals/refusal_calibration/pack_runner.py — runs the existing
  grounding-refusal lane via RuntimeConfig(identity_pack=...);
  publishes per-pack refusal_rate/fabrication_rate and a
  pack_invariant_gate flag asserting byte-identical cold-start
  surfaces across packs.

- scripts/publish_pack_measurements.py — combined publisher
  emitting evals/results/phase2_pack_measurements.json.

Baseline numbers (2026-05-17):
- precision_first hedge_rate=0.60, qualifier_rate=0.20
- generosity_first hedge_rate=0.20, qualifier_rate=0.00
- default_general hedge_rate=0.40, qualifier_rate=0.00
- pairwise distinct_rate ∈ [0.40, 0.80]
- refusal_rate=1.00, fabrication_rate=0.00 for all three packs
- pack_invariant_gate=True

6 tests in tests/test_pack_measurements_phase2.py lock the schema +
load-bearing flags + the structural inequality
precision.hedge_rate > generosity.hedge_rate. If identity packs
get wired into the cognition gate, pack_invariant_gate flips and
the suite fails.

ADR-0043 documents the numbers, the extended marker rationale, and
the trade-offs. README index updated with ADR-0043 row and chain
title bumped to "ADR-0027 through ADR-0043".

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-17 22:19:24 -07:00
Shay
294cfc3576 feat(adr-0042): audit-tour demo — pack-layer story in four scenes
Ships `core demo audit-tour` as the first investor-facing
walkthrough of the ADR-0027→0041 pack-layer architecture.  Four
scenes, each making one falsifiable claim no transformer-LLM
wrapper can reproduce:

  S1. Identity is geometric, not prompt-veneer.
      Three identity packs load three structurally distinct
      manifolds (ADR-0027).  Distinct alignment thresholds +
      distinct hedge phrases from JSON pack files, not prompts.

  S2. Safety is the universal floor.
      Runtime-checkable safety violation produces a deterministic
      typed refusal string (ADR-0036).  walk_surface preserved
      for audit.  Byte-identical across runs.

  S3. Ethics commitments choose their remediation.
      Per-commitment opt-in (ADR-0037 / ADR-0038): pure-helper
      evidence (should_inject_hedge + inject_hedge worked
      example) against a synthetic violation.  Default pack
      returns False; deployment pack (with acknowledge_uncertainty
      in hedge_commitments) returns True.  Pack JSON drives the
      policy tier.

  S4. Deterministic replay across runtime instances.
      Two fresh ChatRuntime instances, same input, same packs.
      Byte-identical JSONL audit lines (ADR-0040).

Load-bearing evidence over surface inspection: the draft compared
response.surface across packs.  Cold-start hits stub path; pack
differences don't manifest at the surface by design.  Shipped
version pulls evidence from structural surfaces (manifold fields,
opt-in lists, pure helpers) — what actually distinguishes the
packs.  No fake claims.

Scene 3 uses synthetic verdict (not chat()) because ADR-0038
specifies stub path skips hedge by design.  Main-path end-to-end
is asserted in tests/test_hedge_injection.py and referenced in
the tour's evidence comment.

Test gate: tests/test_audit_tour.py asserts
result["all_claims_supported"] is True.  Any scene flipping to
False fails the test and catches the regression.

CLI integration:
  core demo audit-tour          # narration to stdout
  core demo audit-tour --json   # structured report, no narration

Files:
- evals/audit_tour/__init__.py + run_tour.py (new) — 4-scene tour
- core/cli.py — audit-tour target on demo subcommand;
  _AUDIT_TOUR_PREAMBLE; --json suppresses narration
- tests/test_audit_tour.py (new) — 8 tests gating all four claims
- docs/decisions/ADR-0042-audit-tour-demo.md (new) — decision record
- docs/decisions/README.md — ADR index now lists ADR-0027..0042
  + Pack-Layer chain section describing the three-tier composition,
  remediation tiers, and verification surface
- docs/PROGRESS.md — adds core demo audit-tour to verify cheatsheet
- README.md — adds core demo audit-tour to commands cheatsheet

Verification:
- Combined pack-layer + telemetry + tour suite: 220 green
  (was 212 after ADR-0041; +8)
- CLI suites unchanged: smoke 67, runtime 19, cognition 121
- core eval cognition: intent 100%, versor_closure 100% (baseline)
- Manual: core demo audit-tour and --json both correct;
  all_claims_supported = true
2026-05-17 22:06:45 -07:00
Shay
3005cd6f9a docs: ADR-0024 chain coverage across README, ADR index, contracts, papers
Patent-grade precision pass over the doc surface so every claim
about the Forward Semantic Control chain is backed by a file path,
test count, or commit hash.

Updates by file:

README.md
  - Modernize Quick Start: add `core test --suite adr-0024`,
    `core demo phase6 / phase5 / all / list-results`, full CLI map.
  - New "Forward Semantic Control — The ADR-0024 Chain" section
    with layer/ADR mapping and CI-enforced C1/C2/C3 claims table.
  - Cross-links to runtime_contracts.md, phase5_stratified_findings,
    phase6_comparative_demo, and the central results directory.

docs/decisions/README.md
  - Index was stale at ADR-0014.  Add ADR-0015 through ADR-0026
    with accurate Accepted statuses.
  - New "ADR-0024 chain — Forward Semantic Control closure" section
    laying out the five-ADR / six-commit dependency order with test
    counts per phase.

docs/runtime_contracts.md
  - Add "Ranked-with-margin contract (ADR-0026 / Phase 3)" section
    between the existing Phase 2 refusal and Phase 4 rotor sections.
  - Documents threshold-mode vs margin-mode behaviour, δ = 0.4
    default, falsifiability gate, and Cl(4,1) signature motivation.

docs/PROGRESS.md
  - Add naming-note disambiguation: capability-roadmap "Phase N"
    vs ADR-0024 chain "Phase N" are distinct.
  - New top-of-document "ADR-0024 Chain — Forward Semantic Control
    Closure" section with per-phase commit + test-count table and
    a single-command verification path.

docs/Whitepaper.md
  - New Section XII "Forward Semantic Control — Generation Without
    Sampling" before Extensions.  Five-component description of the
    mechanism (region, intersection, destination check, rotor check,
    margin gate) with explicit "what a sampling LLM cannot exhibit"
    contrast.  Existing Section XII renumbered to XIII.

docs/Yellowpaper.md
  - New Section IX-B "Forward Semantic Control — Formal Admissibility
    Specification" with eight subsections covering:
      1. AdmissibilityRegion typed triple (I, B, Φ)
      2. Destination-side admissibility (σ_dest, admit_threshold)
      3. Rotor-side admissibility (σ_rotor, admit_rotor)
      4. Ranked-with-margin gate (admit_margin, deterministic
         tie-break by index, default δ = 0.4)
      5. Honest refusal (InnerLoopExhaustion typed evidence,
         RefusalReason enum, trace fold)
      6. Composition order at the generation seam
         (admit_step = intersection ∧ destination ∧ rotor)
      7. Replay determinism contract (5 test lanes pinning byte
         identity across reruns)
      8. Verification invariants table (6 new structural contracts)
  - Patent-grade: every predicate is named, every module is path-
    referenced, every test is file-referenced, the load-bearing
    architectural placement decision (rotor admissibility lives in
    generate/, NOT algebra/, NOT field/) is stated by name with
    its rejection reasoning.

No code changes; tests untouched (1099 passed, 2 skipped baseline
from commit 36aad75 still holds).
2026-05-17 16:28:54 -07:00
Shay
b43cb79bcb docs: add ADRs 0012-0014, session log, update Whitepaper and Yellowpaper for ingest governance and sensorium layers 2026-05-13 11:16:03 -07:00
Shay
377201015f docs: add ADR log and session decision record for 2026-05-12
- Add docs/decisions/README.md: ADR format guide and index
- Add docs/decisions/ADR-0001-vocab-layer-invariants.md
- Add docs/decisions/ADR-0002-ingest-layer-design.md
- Add docs/decisions/ADR-0003-coordinate-system-dissolution.md
- Add docs/decisions/ADR-0004-rotor-as-operator-not-property.md
- Add docs/decisions/SESSION-2026-05-12.md: full timestamped session log
2026-05-12 20:56:21 -07:00