Commit graph

42 commits

Author SHA1 Message Date
Shay
740dcb9128 fix(en_seeder): repair invalid hex literal blocking pulse import
0xC0_RELOG0 contained non-hex digits (R, L, G) producing a SyntaxError
at module import, which made core pulse unable to load the GloVe-backed
manifold. Replace the wordplay constant with the equivalent integer
literal from the comment (3236855408) so the deterministic seed is
preserved and the import path is restored.
2026-05-17 18:38:43 -07:00
Shay
64c5bc4619 feat(epistemic): truth-seeking schema audit — 3 leaks closed, 4 new lanes, 3 new invariants
Audit of the one-mutation-path invariant (ADR-0021 §3) found three leaks
where pack authority or session-state writes could substitute for coherence
judgment. All three landed fixes or partial closures in this push.

Leaks closed:
- Leak A: pack vocab defaulted to COHERENT — flipped to SPECULATIVE in
  language_packs/{compiler,schema}.py; docstring corrected to align with
  ADR-0021 (it was rationalizing the leak).
- Leak B: vault.recall was epistemic-blind — VaultStore.store() now stamps
  every entry with EpistemicStatus (default SPECULATIVE); recall(min_status=)
  filters to admissible-as-evidence tier. All 4 vault-write sites updated.
- Leak C (write-side): generate/proposition.py:198 stored articulated
  propositions unmarked — now stamps SPECULATIVE, breaking the
  fabrication-feedback loop in principle. Read-side audit of 5 call sites
  is the residual.

New architectural invariants (tests/test_architectural_invariants.py):
- INV-21: one-mutation-path allowlist (caught Leak C on first run)
- INV-22: pack lexicon default is SPECULATIVE (Leak A guard)
- INV-23: vault recall epistemic-aware (Leak B guard)

New eval lanes:
- teaching_injection_resistance — ships GREEN at 1.00/1.00/0 (the
  structural anti-injection claim is real and measurable)
- refusal_calibration — honest gap: 0% refusal, 0% fabrication
- contradiction_detection — honest gap: 50% flag via versor-delta heuristic,
  100% false-positive; motivates the proper coherence-checker
- articulation_of_status — honest gap: 0% speculative articulation, 60%
  false certainty; output-side leak surface

New benchmarks:
- benchmarks/footprint.py — total deployed runtime is 7.06 MiB
  (109,358x smaller than Llama 3.1 405B, runs offline, no GPU)
- benchmarks/learning_curve.py — monotonic + replay-deterministic curve
  per lane

Documentation:
- docs/truth_seeking_schema.md — foundational architectural commitment,
  five rules, mapped to human failure modes, leaks published openly
- evals/CLAIMS.md — five-tier public claims doc; Tier 4.5 publishes
  known gaps with named fixes; verification contract at top
- README.md — new pillar between algebraic substrate and language pillar

Includes in-flight formation pipeline scaffolding (formation/, tests/formation/,
docs/formation_pipeline_plan.md) and minor CLI/contracts/gitignore edits
that were already in the working tree at session start.

Verification: 798 passed, 2 skipped, 1 deselected (pre-existing pack-count
test drift unrelated to schema changes).
2026-05-17 07:27:41 -07:00
Shay
ef95d3e609 feat(adr-0021): epistemic_status surface wired across teaching + trace
ADR-0021 v1 schema land. epistemic_status is a position in the revision
graph, not a source-trust tier — coherence is the only admission signal.

Surfaces:
- teaching/epistemic.py: EpistemicStatus enum (COHERENT, CONTESTED,
  SPECULATIVE, FALSIFIED); ADMISSIBLE_AS_EVIDENCE = {COHERENT}.
- PackMutationProposal.epistemic_status (default SPECULATIVE) + immutable
  with_status() updater.
- ReviewedTeachingExample.epistemic_status (default SPECULATIVE);
  orthogonal to acceptance per ADR §Schema impact.
- LexicalEntry.epistemic_status (default "coherent" for seed; absent in
  JSONL is treated as the seed default — no retroactive tagging).
- compute_trace_hash + trace_hash_from_result + pipeline.py fold the
  load-bearing proposal's epistemic_status into the trace hash so
  replay detects different epistemic frames.

Non-hardening invariant (ADR-0021 §2): tests/test_epistemic_invariants.py
asserts no final/frozen/axiom/permanent flag on PackMutationProposal or
ReviewedTeachingExample, and EpistemicStatus contains no source-trust
tier names.

Docs: docs/runtime_contracts.md gains an Epistemic surface section.

Lanes green: smoke 27/27, teaching 10/10, packs 6/6, runtime 19/19,
cognition eval 100%.
2026-05-16 20:20:35 -07:00
Shay
358a56dadc feat(packs): en_core_cognition_v1 v1.2.0 - rhetoric/metaphor/narrative
Adds 15 lexical entries (071-085) extending the cognition pack with
rhetoric, metaphor, narrative, and writing-style vocabulary. Layer 1
of the work plan recorded in evals/compositionality/gaps.md and
evals/cross_domain_transfer/gaps.md: lexical scaffolding only, no
new operators. Building first-class metaphor / narrative / style
support remains correctly downstream of the cross-domain-transfer
literal case working (now closed in commit 57a6174).

New entries:
  071 metaphor    076 voice       081 figure
  072 simile      077 style       082 symbol
  073 analogy     078 register    083 image
  074 narrative   079 tone        084 discourse
  075 story       080 rhetoric    085 account

Each entry follows the existing pack convention: NOUN pos, four
semantic_domains, morphology_tags=["noun"], seed provenance. The
domains anchor on rhetoric.*, language.figure/discourse/style,
cognition.*, and meaning.* clusters that integrate with the
existing pack vocabulary.

Pack-level updates:
  - manifest.json checksum recomputed against the bytes actually
    written to disk (per CLAUDE.md Semantic Pack Discipline).
  - version bump 1.1.0 -> 1.2.0.
  - test_core_semantic_seed_pack.py last-entry assertion updated
    from 070 to 085.

Verification: probe "What is X?" against the new vocabulary grounds
cleanly in the pipeline (narrative 7 hits, style 9, rhetoric 8,
analogy 9 vault matches; metaphor produces a coherent surface
despite zero vault hits, consistent with the field-geometry
characterisation in the adversarial-identity calibration probe).

CLI suites packs / smoke / cognition / teaching / runtime all pass;
no regression.

What this does NOT do (deferred by design):
  - No metaphor / simile / narrative operator at the proposition-
    graph layer. ADR-0018 forbids building operators ahead of
    eval evidence; these become a Phase 3 v3 (or Phase 4) candidate
    once cross-domain transfer with selectivity has its own eval
    lane.
  - No first-class is_like(A,B) relation distinct from is(A,B).
    Same reasoning - downstream of compositionality engineering.
  - No persona/style work on the output side. That belongs in
    persona/motor.py per the cross_domain_transfer/gaps.md
    architectural sketch.

The entries serve as substrate for future eval lanes that probe
these capabilities specifically (metaphor-comprehension,
narrative-coherence, register-control). When those lanes are
authored, the vocabulary needed for the probes is already grounded.
2026-05-16 15:15:14 -07:00
Shay
93bbb6c824 feat(evals,packs): grammatical-coverage holdout, zero-code kits, Hebrew/Greek packs
- grammatical-coverage holdout v1: 52 cases across all 13 constructions, 100% pass
- zero-code-domain-acquisition lane: contract + 3 surprise domains (kinship,
  calendar, color) with vocabulary, relations, axioms, teaching examples,
  and dev prompts; pack closure verified for all three domains
- he_core_cognition_v1: 20 entries in Hebrew script with morphology decomposition
  (triliteral roots, binyanim, aspect/person/gender/number); depth_root role
  with fail_closed OOV policy
- grc_logos_cognition_v1: 20 entries in polytonic Greek with morphology
  decomposition (stems, prefix/suffix chains, declension class, tense/voice/
  mood/person); depth_relation role with fail_closed OOV policy
2026-05-16 06:23:28 -07:00
Shay
e1c0b5e758 feat(vocab): seed English manifold from GloVe embeddings via CGA lift
Implements the English Supervised Seeding Epoch (V1):
- language_packs/en_seeder.py: downloads GloVe-6B-50d, projects each
  token embedding through a CGA lift into Cl(4,1) via construction_seed_versor,
  validates the versor invariant, and registers the word in VocabManifold.
- scripts/run_pulse.py: replaces the mock 10-word hash vault with the
  live VocabManifold. Injection now uses TextProjectionHead.project()
  against the seeded vocab; vault_recall queries VocabManifold.nearest().
  Hash fallback retained for words absent from GloVe (OOV tagged fallback).

The CGA lift preserves semantic neighbourhood: words close in GloVe
cosine space map to versors that are geometrically proximate in Cl(4,1)
inner product space, so nearest() returns semantically coherent results
rather than hash-proximity artefacts."
2026-05-15 16:16:27 -07:00
Shay
523c072818 feat: vault recall index, Rust versor parity, cognitive pack expansion
Phase 3 — vault exact recall index:
- Replace O(N) np.array_equal scan with hash-based exact-match index
- Add optional max_entries with deterministic FIFO eviction
- Index rebuilds on reproject for consistency

Phase 4 — Rust versor_apply parity:
- Fix CGA metric signature (+,+,+,+,-) and blade ordering to match Python
- Implement versor_apply_closed with null-vector preservation, f64 unitize,
  and construction seed fallback matching Python closure semantics
- Gate Rust dispatch behind CORE_BACKEND=rust; Python remains default
- Add f64 geometric product for closure-path precision

Phase 5 — cognitive quality pack expansion:
- Expand lexicon from 55 to 70 entries (evidence, inference, procedure,
  verification, distinction, relation, thought, understanding, judgment,
  principle, order, connectives)
- Improve semantic templates for cause, procedure, comparison, recall,
  verification intents
- Expand eval cases from 20 to 45 across all categories

Validation: 491 tests pass, 45 eval cases at 100% all metrics.
2026-05-15 15:34:39 -07:00
Shay
40cabdec09
Speed up validation lanes and pack loading
- add core test --suite fast for lightweight iteration validation
- cache parsed pack entries and compiled/mounted language packs
- return defensive manifold/list copies so transient mutations cannot leak through caches
- add CLI fast-suite coverage and pack cache isolation tests
- preserve exact recall, backend dispatch, and runtime semantics
2026-05-15 08:26:11 -07:00
Shay
a6fd31e4bb
Add core cognition semantic seed pack
- add en_core_cognition_v1 deterministic seed lexicon
- mount the pack after en_minimal_v1 in default runtime config
- add pack smoke tests for loadability, required concepts, runtime mounting, prompt compatibility, and deterministic ordering
2026-05-15 06:16:40 -07:00
Shay
6bad4189d2 Implement core physics and pack validation 2026-05-14 12:35:19 -07:00
Shay
fbbd7c52e3 Fix fail-closed versor construction 2026-05-14 12:13:04 -07:00
Shay
30757ccc63
Add runtime output-language policy
Add RuntimeConfig with English default output policy, wire output language through runtime/frame selection/generation/CLI, preserve language metadata in mounted manifolds, and add runtime/CLI policy tests.
2026-05-13 21:29:43 -07:00
Shay
09c3664773
Fix CLI help/runtime imports and add doctor command (#4)
* Make core CLI help robust and intuitive

* Package runtime support modules for core CLI

* Add CLI help and doctor tests

* Fix CLI trace help and pack listing

* Export language pack listing helper

* Bootstrap repo root for console runtime imports

* Align trace formatter with Proposition schema

* Cover real trace payload formatting
2026-05-13 21:15:51 -07:00
Shay
2b78cd1179 Add dialogue frame selection 2026-05-13 20:19:21 -07:00
Shay
531acfd40b Implement trilingual field coherence 2026-05-13 19:53:37 -07:00
Shay
6bb2eb348f
Fix language-pack versor hemisphere canonicalization
Compile language-pack features into even-grade rotors, apply canonicalization after alignment nudges. Preserves holonomy parity across token counts. 231 tests passing.
2026-05-13 19:41:31 -07:00
Shay
51736a96ee Expand en_minimal_v1 lexicon: 60 → 220 entries
Adds 160 entries covering the semantic domains the field walker needs
for coherent propagation:

  motion / action verbs       (move, go, come, turn, rise, fall, ...)
  cognitive / epistemic       (understand, believe, doubt, learn, seek, ...)
  existence / being verbs     (become, exist, appear, change, build, ...)
  communication verbs         (tell, write, read, call, give, receive, ...)
  core nouns: being           (being, essence, nature, source, ground, ...)
  core nouns: logos/language  (language, meaning, sign, wisdom, knowledge, ...)
  relational nouns            (relation, unity, self, other, world, body, ...)
  temporal adverbs            (now, before, after, always, never, still, ...)
  quality adjectives          (true, false, real, possible, necessary, free, ...)
  quantity / degree           (all, one, many, more, less, only, also, ...)
  spatial                     (here, there, near, far, above, below, ...)
  modal auxiliaries           (must, should, may, might, would, was, were, ...)
  logos core completions      (logos, breath, fire, water, earth, heaven, void, ...)
  abstract structure          (principle, pattern, measure, limit, process, ...)
  dialog completers            (how, why, when, which, that, this, same, ...)
  mind / soul cluster         (mind, heart, soul, thought, feeling, action, ...)

All entries follow existing schema: entry_id, surface, lemma, language,
pos, semantic_domains, morphology_tags. Manifest checksum updated.
2026-05-13 19:31:35 -07:00
Shay
747289ace7 Fix morphology weight hierarchy: root/stem dominate, inflection/suffix are perturbations
Root was 0.17, stem 0.10 — not heavy enough to anchor same-root forms
against the diverging suffix rotor (ים landing on a different axis).

New hierarchy:
  triliteral root  0.13 → 0.22  (shared identity, strongest anchor)
  root             0.17 → 0.30  (primary root geometry)
  stem             0.10 → 0.18  (secondary, same-root forms cluster here)
  inflection role  0.02 → 0.015 (key label, minimal)
  inflection value 0.05 → 0.03  (number/gender/etc, perturbation only)
  prefix           0.05 → 0.03  (per-position decay preserved)
  suffix           0.04 → 0.02  (per-position decay preserved)

This ensures דבר and דברים both orbit the D-B-R root point closely
enough that cga_inner(singular, plural) > cga_inner(singular, unrelated),
while still encoding morphological distinctions as measurable offsets.
2026-05-13 19:16:38 -07:00
Shay
db7eabd62f Wire alignment graph into load_pack as post-compilation correction pass
- VocabManifold.update(): replace a stored versor in-place (grade-norm
  enforced, KeyError if word missing)
- compile_entries_to_manifold() now also returns entry_id->surface map
  as a second return value; callers that only need the manifold use [0]
- _alignment_nudge_rotor(): slerp-style rotor that rotates source toward
  target by edge.weight * ALIGNMENT_NUDGE_STRENGTH (0.06) — small enough
  to preserve intra-pack geometry, large enough to pull cross-lang pairs
  into proximity
- load_pack(): after both manifolds are built, loads alignment.jsonl,
  resolves entry_id->surface on each side, applies nudge to source versor
  using the already-compiled target versor as the attractor
- _is_hebrew_root() guard retained; _triliteral_root() Hebrew-only
2026-05-13 15:40:33 -07:00
Shay
5e75d46323 Fix Greek triliteral rotor bleed and update structured-morphology baseline test
- Guard _triliteral_root() rotor to Hebrew-script roots only; Greek/other
  scripts now use the root: rotor alone (0.17) — no spurious uppercase
  Unicode blade collision from the romanization fallback path
- test_structured_morphology_improves_same_root_hebrew_resonance: replace
  tag_only baseline (now empty since legacy tags stripped) with no_morphology
  baseline (domain+pos+lemma+surface only), which is the honest comparison
  for what structured morphology contributes post-migration
2026-05-13 15:24:38 -07:00
Shay
400cc031ce Remove legacy root-tag guard; compiler now single-path structured morphology 2026-05-13 15:21:14 -07:00
Shay
645eebd076 Migrate Greek lexicon to structured morphology; remove _uses_legacy_root_tags guard
- Strip root: tags from all 7 grc_logos_micro_v1 lexicon entries
- Refresh grc_logos_micro_v1 manifest checksum
- Remove _uses_legacy_root_tags() and _apply_morphology_tags() from compiler
- _entry_to_coordinate() now has a single morphology path: structured when
  morphology_id resolves, tag fallback only for packs with no morphology data
- load_pack() registry loading made unconditional for packs with morphology.jsonl
2026-05-13 15:20:15 -07:00
Shay
5c952a9f9d Migrate Hebrew lexicon to structured morphology 2026-05-13 15:15:15 -07:00
Shay
3168e73ace Wire morphology operator composition 2026-05-13 15:02:52 -07:00
Shay
8d09c2a8c1 Add morphology registry for language packs 2026-05-13 14:50:36 -07:00
Shay
a4b4d22987 Add alignment graph, cross-language edges, and HolonomyAlignmentCase tests
alignment/graph.py
  Lightweight in-memory alignment graph. Loads AlignmentEdge records from
  a pack's alignment.jsonl. Exposes edges_from(), aligned_pairs(), and
  load_alignment(). No external deps — pure schema + stdlib.

language_packs/data/he_logos_micro_v1/alignment.jsonl
language_packs/data/grc_logos_micro_v1/alignment.jsonl
  Seven bidirectional cross-language edges per pack encoding the semantic
  resonances already implicit in the lexicon semantic_domains:
  דבר↔λόγος, ראשית↔ἀρχή, אור↔φῶς, חיים↔ζωή, אמת↔ἀλήθεια, רוח↔πνεῦμα, ברא↔κτίζω

tests/test_alignment_graph.py
  Four tests:
  - load returns AlignmentEdge instances with correct structure
  - דבר↔λόγος edge weight >= 0.9
  - aligned_pairs() filters by relation prefix
  - HolonomyAlignmentCase formal proof: positive triple closer than
    negative triple, wrapping the geometry already proven in
    test_holonomy_resonance.py into the schema's crown proof type
2026-05-13 14:43:17 -07:00
Shay
3affd29a82 Remove stale grc_logos_v1 pack files 2026-05-13 14:40:10 -07:00
Shay
594ca5503e Remove stale grc_logos_v1 pack files 2026-05-13 14:40:03 -07:00
Shay
c8c0f489ef Remove stale he_logos_v1 pack files 2026-05-13 14:39:46 -07:00
Shay
b28e8e064e Remove stale he_logos_v1 pack files 2026-05-13 14:39:37 -07:00
Shay
08794408d3 Remove stale he_logos_v1 and grc_logos_v1 packs (broken checksums, superseded by *_micro_* packs) 2026-05-13 14:39:21 -07:00
Shay
966b35efa3 Remove stale he_logos_v1 and grc_logos_v1 packs
These were the pre-rename originals superseded by he_logos_micro_v1 and
grc_logos_micro_v1. Their manifests have checksum mismatches (visible via
`python -m language_packs list`) because the lexicon content was updated
without re-checksumming before the rename.

No tests reference these pack IDs. No code loads them. Leaving broken
packs in data/ creates false noise in `list` output and risks a future
agent loading the wrong pack by prefix match.
2026-05-13 14:38:58 -07:00
Shay
4c447dea81 Add language_packs CLI: python -m language_packs compile/verify/list
Three subcommands:
  compile <pack_id>  — compile a pack, verify checksum, print manifold stats
  verify  <pack_id>  — checksum-only verification without full compilation
  list               — list all available packs with role and entry count

Checksum rule (AGENTS.md) is enforced by design: the CLI reads bytes from
disk via read_bytes() as the single source of truth, never from in-memory
strings. This makes the compiler an auditable D0 instrument — not just an
importable function.

Exit codes: 0 = success, 1 = checksum mismatch or pack not found.
2026-05-13 14:37:36 -07:00
Shay
4e7c29b84a Fix field state introspection and pack manifold geometry 2026-05-13 14:24:29 -07:00
Shay
e6bf8ade5e Fix he/grc micro pack manifest checksums to match actual on-disk bytes
Permanent lesson: checksums must be computed from bytes-on-disk after
git writes the file (unicode-escaped JSON lines), not from in-memory
Python strings before serialization. The compiler CLI must do:
  checksum = hashlib.sha256(Path(lexicon_path).read_bytes()).hexdigest()
after writing the file, not before.

he_logos_micro_v1: ea1ac85d...
grc_logos_micro_v1: 1fea9d9c...
2026-05-13 14:15:55 -07:00
Shay
c7e23c7a97 Fix triple-alignment test: unique first domains per Logos word; rename packs to micro
Root cause: all 7 Logos words shared 'logos.core' as first domain, making
them cluster into a single blob. The misaligned triple (word ↔ ראשית,
word ↔ πνεῦμα, דבר ↔ ἀρχή) scored 0.379 vs aligned 0.299 because
cross-language 'spirit' and 'beginning' were geometrically indistinguishable
from 'word' when logos.core dominated the rotor composition.

Fix: each Logos word now has a UNIQUE leaf domain as its FIRST (highest-
weight) domain that it shares ONLY with its cross-language counterparts:
  word/דבר/λόγος      → logos.utterance.word
  beginning/ראשית/ἀρχή → logos.genesis.origin
  light/אור/φῶς       → logos.illumination.photon
  life/חיים/ζωή       → logos.vitality.animate
  truth/אמת/ἀλήθεια   → logos.aletheia.verity
  spirit/רוח/πνεῦμα   → logos.pneuma.breath
  create/ברא/κτίζω    → logos.ktizo.formation

logos.core retained as second domain (background cohesion, lower weight).
divine.revelation removed from spirit/רוח/πνεῦμא (was polluting alignment).

Packs renamed: he_logos_v1 → he_logos_micro_v1, grc_logos_v1 → grc_logos_micro_v1
(test expects *_micro_* IDs).

All three manifests updated with correct D0 checksums.
2026-05-13 14:13:11 -07:00
Shay
1f5e0eb1a5 Fix en_minimal_v1 manifest checksum; fix probe/repl.py import path
- manifest checksum updated to match actual bytes-on-disk
  (eca36a3d... — line endings differ between Python serialization and git)
- probe/repl.py: add sys.path.insert so it resolves language_packs
  from repo root when run directly
2026-05-13 14:08:58 -07:00
Shay
93578f685b Enrich en_minimal_v1 domains; add he_logos_v1 and grc_logos_v1 micro-packs
- en_minimal_v1: all 60 entries enriched from 1-2 flat domain labels to
  3-5 layered domain strings encoding semantic proximity. Key shared
  strings: logos.core (all 9 Logos words), divine.revelation (light,
  truth, word, spirit, life), knowledge.ground (truth, know, reason,
  mean, answer), logos.genesis (beginning, create, begin, form),
  communication.articulation (word, say, speak, ask, answer, mean),
  logic.polarity (yes, no, not, cannot), agency.subject (pronouns).

- he_logos_v1: 7-entry Hebrew Logos micro-pack. Domain strings
  intentionally cross-aligned with English counterparts so nearest()
  across packs resolves to the same geometric neighborhood. Morphology
  tags carry root triliteral (root:דבר, triliteral:D-B-R, etc).

- grc_logos_v1: 7-entry Koine Greek Logos micro-pack. Same cross-
  alignment strategy. Morphology tags carry declension class, case,
  aspect, and root (root:λεγ, alpha_privative, etc).

Manifests created with SHA-256 checksums, D0 determinism class,
gate_engaged: true, oov_policy: fail_closed.
2026-05-13 14:06:11 -07:00
Shay
a87c7a9c6f Fix full test suite after cognitive runtime 2026-05-13 13:52:11 -07:00
Shay
71e99c5c51 Build first cognitive response path 2026-05-13 13:40:06 -07:00
Shay
c9052ef4b0 Add language pack schema foundation 2026-05-13 13:10:50 -07:00
Shay
48947db9d4 Add language pack schema foundation 2026-05-13 13:10:05 -07:00