d181ae30f9
Generalization arc Phase 1.1 (Tier F, docs/plans/generalization-arc-2026-07-24.md): "All philosophers teach. Socrates is a philosopher. Therefore Socrates teaches." now reads and decides — the ADR-0258 §6.3 verb-predicate scope-out, and the reading gate for Phase 2's subject serving. generate/proof_chain/verb.py extends v3-MEM's per-individual lowering with a second atom family in one shared space: membership atoms (v3-MEM's own parsers reused verbatim) + verb atoms (individual, verb-lemma-group, object-term). Verb universals instantiate as mem(i,C) -> [~]verb(i), so a copula-minted membership fact discharges a verb rule. The ONE new semantic identification is closed 3sg agreement (verb-specific irregular table + the three regular suffix rules — deliberately NOT the noun table, which would misroute "lives"/"leaves"). Scope-tight segmentation: single-token name/class/verb/object shapes only; everything longer refuses typed (tense_out_of_band joins the closed reason vocabulary). Rendered by render_entailment_verb (member surface, UNKNOWN scoping extended to the verb reading). Rides deduction_serving_enabled (default off); pure widening — every previously-served argument byte-identical, no existing lane case changed outcome. Earned: 4 en_verb_* bands x 720 arena wrong=0 (first seal), ledger resealed at 21 bands; corpus soundness asserted against the independent truth-table oracle over each template's intended lowering (15,120 cases, INV-25). Lane: v2_verb 28 hand-authored real cases 28/28 first run; full lane 134/134 wrong=0 across five splits. Surgical single-line pin update + CLAIMS regen. Stacked on feat/generalization-phase0 (merge that first — shared verify_lane_shas.py / CLAIMS.md / generate_claims.py lane-ADR mapping). [Verification]: verb reader tests 34/34; deduction battery 86/86 (surface +5, e2e +1, lane +1) in-worktree; arena seal + oracle cross-check green; smoke + warmed_session via pre-push gate. |
||
|---|---|---|
| .. | ||
| adr | ||
| agents/grok | ||
| analysis | ||
| architecture | ||
| audit | ||
| benchmarks | ||
| briefs | ||
| curriculum | ||
| decisions | ||
| evals | ||
| examples | ||
| handoff | ||
| handoffs | ||
| implementation | ||
| issues | ||
| lab | ||
| outreach | ||
| paradigm-archive | ||
| plans | ||
| research | ||
| sessions | ||
| specs | ||
| workbench | ||
| zig | ||
| 3lang-depth-pr-plan.md | ||
| admissibility-exemplars.md | ||
| ci-optimization.md | ||
| core-rd-base-prompts.md | ||
| ethics_packs.md | ||
| EVAL_AUDIT_2026-05-20.md | ||
| eval_methodology.md | ||
| frontier_baselines.md | ||
| gaps.md | ||
| handoff_template.md | ||
| hitl-backpressure.md | ||
| holdout_recipients.txt | ||
| identity_packs.md | ||
| master-plan-post-substrate-audit.md | ||
| memo.html | ||
| model_dependency_size_tally.md | ||
| pack_inventory_2026-05-21.md | ||
| position_paper.md | ||
| PROGRESS.md | ||
| README.md | ||
| recognizer-registry.md | ||
| refusal-taxonomy.md | ||
| reviewers.yaml | ||
| RUST.md | ||
| safety_packs.md | ||
| sponsors.md | ||
| teaching_order.md | ||
| test-debt-quarantine.md | ||
| testing-lanes.md | ||
| Whitepaper.md | ||
| Yellowpaper.md | ||
CORE Documentation Index
This is the central index for all documentation in the CORE project.
Canonical Root Documents
- Whitepaper.md - The CORE architectural and philosophical whitepaper.
- Yellowpaper.md - Technical specifications and mathematical formulation of the CORE engine.
- PROGRESS.md - High-level project progress tracking.
- specs/runtime_contracts.md - Critical invariants and bounds for the runtime execution flow.
Directories
Architecture & Design
- adr/ - Architecture Decision Records (ADRs). The canonical history of all ratified engineering choices.
- architecture/ - High-level architectural documents (e.g., pipelines, schemas).
- analysis/ - Deep dives and master plans for structural changes.
- specs/ - Detailed technical specifications and invariants.
Planning & Progress
- plans/ - Capability roadmaps and implementation plans.
- briefs/ - Project briefs and scoping documents for upcoming work.
- issues/ - Detailed issue analyses and technical reproductions (not standard trackers).
- audit/ - Audit reports and claims ledgers.
Operations & Usage
- examples/ - Usage examples and reference integrations.
- workbench/ - Documentation for the CORE workbench UI and related tooling.
- agents/ - Agent-specific operational guides.
Note regarding
agents/grok/: Operational guide for using Grok 4.3 + Grok Build with CORE. This is not architecture documentation.
Learning & Evaluation
- curriculum/ - Documentation on the teaching/learning order and knowledge progression.
- evals/ - Evaluation methodology and performance criteria documentation.
- benchmarks/ - Benchmark evidence and performance tracking logs.
Historical & Experimental
- sessions/ - Chronological session logs documenting the "decision trail" and intellectual history of major choices.
- handoffs/ - Legacy brief, audit, and investigation notes (historical; the formal HANDOFF mechanism is retired — see AGENTS.md for the current lightweight
session-break-summary-<DATETIME>.mdconvention). - research/ - Raw research notes and preliminary findings.
- lab/ - Experimental content (Warning: Not ratified; must not be referenced as authoritative in production PRs).