Weekly-audit 2026-07-22, T13 decision (2) ruling (Shay). The Shadow Coherence
Gate hard-refused open-geometry surfaces even when the surface was pack-grounded
and the openness was a geometric-coherence residual the pack never claimed to
certify — a false refusal (the warmed "What is doubt?" case:
"To doubt means to think maybe not. pack-grounded (en_core_meta_v1)." was
replaced by "I cannot certify an answer: ... contract is open (goldtether_residual).").
Fix the reading, not the question: route open-geometry-but-pack-grounded
surfaces to a hedge arm (authoritative=False), discriminated purely by grounding
provenance (structural), never by question type. The query-type classifier
bypass was rejected as a fail-open cue-table (ADR-0252 / INV-34).
- core/cognition/surface_resolution.py: the decision lives INSIDE the gate.
Predicate: pack_grounded (grounding_provenance in {pack, teaching}) AND every
open token in {versor_condition, goldtether_residual}. The ¬hazard clause is
enforced structurally by that residual allowlist — any unrecognized open token
(where a genuine safety/harm/imperative hazard lands), non-pack grounding, or a
None assessment falls through to the unchanged fail-closed refusal. New
authority tag grounded_open_hedge; hedged=True; walk/compose folds suppressed.
- core/cognition/pipeline.py: thread grounding provenance into resolve_surface
(read once at the gate seam, reused for the OOV telemetry).
- docs/adr/ADR-0254: the serving-physics decision + fail-closed argument.
- tests/test_grounded_open_hedge_arm.py: RED->GREEN unit suite + real-data
warmed-session integration.
Genuine safety/harm hazards are unaffected: they ride separate axes
(SafetyVerdict refusal, logos-morph override) that supersede this surface.
[Verification]: hedge suite 15 passed; warmed_session lane pin + architectural
invariants 85 passed (155.8s); GSM8K wrong=0 preserved (16 passed, 3 skipped);
smoke 180 passed (131.65s), exit 0. worktree core-wt-hedge @ base
|
||
|---|---|---|
| .. | ||
| 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).