The word "expert" in the previous status name implied raw-capability parity
with frontier LLMs on the same benchmark — which the gate does NOT verify.
What the gate actually verifies is CORE *claim-shape compliance*:
* signed digest (replay-reproducible from on-disk lane results)
* replay determinism (same inputs → byte-equal trace_hash)
* typed refusal (fabrication refused, not paraphrased)
* exact recall (no ANN, no cosine, no attention bottleneck)
* grounding-source provenance
These are claim shapes a transformer LLM cannot structurally produce
regardless of raw accuracy. A frontier LLM might score higher on the
same benchmark but cannot pass this contract.
Rename scope (semantics only, per ADR-0113):
status string "expert-demo" → "audit-passed"
predicate key predicates.expert_demo → predicates.audit_passed
reason key expert_demo_reason → audit_passed_reason
YAML key expert_demo_claims → audit_passed_claims
CLI command core demo expert → core demo audit-passed
output dir evals/expert_demos/ → evals/audit_passed/
artifact filenames expert_demo.{json,html} → audit_passed.{json,html}
HTML title CORE Expert-Demo: X → CORE Audit-Passed: X
Internal Python identifiers (module/file/function/class names like
`expert_demo.py`, `evaluate_expert_demo`, `ExpertDemoClaim`,
`expert_demo_claim_for`) are deliberately kept to minimize churn. ADR
file titles (ADR-0106..0112) preserved as historical record.
`expert` namespace reserved for ADR-0114+: an actual capability tier
above `audit-passed` backed by a public benchmark with a stated
threshold. ADR-0114 proposes the first such target — GSM8K-math —
laying out a falsifiable 7-phase arc (parser → solver → verifier →
stepped-realizer → eval lane → first `expert` ledger tier promotion).
Tests: 184 directly-affected tests green (140 capability/expert-demo
suite + 34 demo/audit-tour + 10 correction-cue). Smoke suite 67/67.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
|
||
|---|---|---|
| .. | ||
| ADR-0001-vocab-layer-invariants.md | ||
| ADR-0002-ingest-layer-design.md | ||
| ADR-0003-coordinate-system-dissolution.md | ||
| ADR-0004-rotor-as-operator-not-property.md | ||
| ADR-0005-language-pack-contract.md | ||
| ADR-0006-field-energy-operator.md | ||
| ADR-0007-valence-layer.md | ||
| ADR-0008-allocation-physics.md | ||
| ADR-0009-compositional-physics.md | ||
| ADR-0010-identity-physics.md | ||
| ADR-0011-renderer.md | ||
| ADR-0012-core-ingest-governance-layer.md | ||
| ADR-0013-sensorium-multimodal-protocol.md | ||
| ADR-0014-train-learning-loop.md | ||
| ADR-0015-language-packs-and-holonomy-resonance.md | ||
| ADR-0016-capability-roadmap.md | ||
| ADR-0017-agency-scope.md | ||
| ADR-0018-tool-use-scope.md | ||
| ADR-0019-exact-vault-recall-acceleration.md | ||
| ADR-0020-phase5-rust-parity-sequencing.md | ||
| ADR-0021-epistemic-grade-policy.md | ||
| ADR-0022-forward-semantic-control.md | ||
| ADR-0023-forward-semantic-control-proof.md | ||
| ADR-0024-inner-loop-admissibility.md | ||
| ADR-0025-rotor-frame-admissibility-design-note.md | ||
| ADR-0026-ranked-admissibility-with-margin.md | ||
| ADR-0027-identity-packs.md | ||
| ADR-0028-identity-surface-wiring.md | ||
| ADR-0029-safety-packs.md | ||
| ADR-0030-depth-language-hedge.md | ||
| ADR-0031-score-decomposition-surface.md | ||
| ADR-0032-safety-check-surface.md | ||
| ADR-0033-ethics-packs.md | ||
| ADR-0034-ethics-check-surface.md | ||
| ADR-0035-turn-loop-verdict-surfacing.md | ||
| ADR-0036-safety-refusal-policy.md | ||
| ADR-0037-per-predicate-ethics-refusal.md | ||
| ADR-0038-hedge-injection.md | ||
| ADR-0039-audit-completeness.md | ||
| ADR-0040-telemetry-sink.md | ||
| ADR-0041-cli-verdicts-and-fanout.md | ||
| ADR-0042-audit-tour-demo.md | ||
| ADR-0043-pack-measurements-phase2.md | ||
| ADR-0044-medical-clinical-ethics-pack.md | ||
| ADR-0045-long-context-recall-vs-transformer-baselines.md | ||
| ADR-0046-forward-graph-constraint.md | ||
| ADR-0047-wire-forward-graph-constraint.md | ||
| ADR-0048-pack-grounded-surface.md | ||
| ADR-0049-intent-subject-extraction.md | ||
| ADR-0050-pack-grounded-comparison.md | ||
| ADR-0051-trust-boundary-hardening.md | ||
| ADR-0052-teaching-grounded-surface.md | ||
| ADR-0053-cognition-lane-closure.md | ||
| ADR-0054-vault-recall-indexing-batching.md | ||
| ADR-0055-inter-session-memory-discovery-promotion.md | ||
| ADR-0056-contemplation-loop-c1.md | ||
| ADR-0057-teaching-chain-proposal-review.md | ||
| ADR-0058-forward-graph-constraint-status.md | ||
| ADR-0059-correction-pass-telemetry.md | ||
| ADR-0060-correction-acknowledgment-topic-lemma.md | ||
| ADR-0061-procedure-intent-pack-grounded-surface.md | ||
| ADR-0062-composed-teaching-grounded-surface.md | ||
| ADR-0063-cross-pack-surface-resolver.md | ||
| ADR-0064-cross-pack-teaching-chains.md | ||
| ADR-0065-oov-gradient-and-relations-v2.md | ||
| ADR-0066-turn-level-composition.md | ||
| ADR-0067-cross-pack-teaching-chains.md | ||
| ADR-0068-register-pack-class.md | ||
| ADR-0069-realizer-register-parameter.md | ||
| ADR-0070-register-pack-terse-v1.md | ||
| ADR-0071-seeded-surface-variation.md | ||
| ADR-0072-register-telemetry-operator-surface.md | ||
| ADR-0073-anchor-lens-substrate.md | ||
| ADR-0073a-anchor-lens-content-phase.md | ||
| ADR-0073b-anchor-lens-class-loader.md | ||
| ADR-0073c-anchor-lens-composer-wiring.md | ||
| ADR-0073d-anchor-lens-telemetry-tour.md | ||
| ADR-0074-orthogonality-tour.md | ||
| ADR-0075-realizer-slot-type-guard.md | ||
| ADR-0076-confirmation-tag-normalization.md | ||
| ADR-0077-substantive-register-knobs.md | ||
| ADR-0078-composer-graph-atom-equivalence.md | ||
| ADR-0078-phase1-implementation-note.md | ||
| ADR-0080-contemplation-loop.md | ||
| ADR-0083-transitive-chain-surface.md | ||
| ADR-0084-definitional-layer.md | ||
| ADR-0085-gloss-aware-cause.md | ||
| ADR-0087-rhetorical-style-axis.md | ||
| ADR-0091-domain-pack-contract-v1.md | ||
| ADR-0092-reviewer-registry-v1.md | ||
| ADR-0093-domain-pack-contract-v1-implementation.md | ||
| ADR-0094-proposal-source-provenance.md | ||
| ADR-0095-miner-sourced-teaching-proposals.md | ||
| ADR-0096-fabrication-control-eval-lane.md | ||
| ADR-0097-mathematics-logic-reasoning-capable-ratification.md | ||
| ADR-0098-demo-composition-contract.md | ||
| ADR-0099-public-showcase-demo.md | ||
| ADR-0100-physics-reasoning-capable-ratification.md | ||
| ADR-0101-systems-software-reasoning-capable-ratification.md | ||
| ADR-0102-hebrew-greek-reasoning-capable-ratification.md | ||
| ADR-0103-fluency-lane-attachment-for-adr-0102.md | ||
| ADR-0104-curriculum-sourced-teaching-proposals.md | ||
| ADR-0105-sealed-holdout-encryption.md | ||
| ADR-0106-expert-demo-promotion-contract.md | ||
| ADR-0107-mathematics-logic-expert-demo-deferred.md | ||
| ADR-0108-proposed-adr-sequencing.md | ||
| ADR-0109-lane-shape-aware-thresholds.md | ||
| ADR-0110-mathematics-logic-expert-demo-promotion.md | ||
| ADR-0111-physics-expert-demo-promotion.md | ||
| ADR-0112-runnable-expert-demo-showcase.md | ||
| ADR-0113-rename-expert-demo-to-audit-passed.md | ||
| ADR-0114-expert-capability-roadmap-gsm8k-first.md | ||
| README.md | ||
| SESSION-2026-05-12-b.md | ||
| SESSION-2026-05-12-language-packs-addendum.md | ||
| SESSION-2026-05-12.md | ||
| SESSION-2026-05-13.md | ||
Architecture Decision Records
This directory contains the Architecture Decision Records (ADRs) for the CORE project.
ADRs record significant architectural decisions: what was decided, why, what alternatives were considered, and what consequences follow. They are permanent records — superseded ADRs are archived, not deleted.
Index
| ADR | Title | Status |
|---|---|---|
| ADR-0080 | Contemplation Loop | Accepted (2026-05-22) |
| ADR-0091 | Domain Pack Contract v1 | Accepted (2026-05-22) |
| ADR-0092 | Reviewer Registry v1 | Accepted (2026-05-22) |
| ADR-0093 | Domain Pack Contract v1 implementation | Accepted (2026-05-22) |
| ADR-0094 | Proposal Source Provenance | Accepted (2026-05-22) |
| ADR-0095 | Miner-Sourced Teaching Proposals | Accepted (2026-05-22) |
| ADR-0096 | Fabrication-Control Eval Lane | Accepted (2026-05-22) |
| ADR-0097 | Mathematics-Logic Reasoning-Capable Ratification | Accepted (2026-05-22) |
| ADR-0098 | Demo Composition Contract | Accepted (2026-05-22) |
| ADR-0099 | Public Showcase Demo | Accepted (2026-05-22) |
| ADR-0100 | Physics Reasoning-Capable Ratification | Accepted (2026-05-22) |
| ADR-0101 | Systems-Software Reasoning-Capable Ratification | Accepted (2026-05-22) |
| ADR-0102 | Hebrew-Greek Textual-Reasoning Reasoning-Capable Ratification | Accepted (2026-05-22) |
| ADR-0103 | Fluency Lane Attachment for ADR-0102 | Accepted (2026-05-22) |
| ADR-0104 | Curriculum-Sourced Teaching Proposals | Accepted (2026-05-22) |
| ADR-0105 | Sealed Holdout Encryption via age | Accepted (2026-05-22) |
| ADR-0106 | Expert-Demo Promotion Contract | Accepted (2026-05-22) |
| ADR-0107 | mathematics_logic Expert-Demo Promotion — Deferred |
Accepted (2026-05-22) |
| ADR-0108 | Proposed-ADR Sequencing Post-ADR-0105 | Accepted (2026-05-22) |
| ADR-0109 | Lane-Shape-Aware Thresholds (ADR-0106 Amendment) | Accepted (2026-05-22) |
| ADR-0110 | mathematics_logic Expert-Demo Promotion |
Accepted (2026-05-22) |
| ADR-0111 | physics Expert-Demo Promotion |
Accepted (2026-05-22) |
| ADR-0112 | Runnable Audit-Passed Showcase (originally "Expert-Demo") | Accepted (2026-05-22) |
| ADR-0113 | Rename expert-demo → audit-passed; Reserve expert for Future Capability Tier |
Accepted (2026-05-22) |
| ADR-0114 | Expert-Capability Roadmap: GSM8K-Math First | Proposed (2026-05-22) |
Current frontier
The ADR-0091..0114 slate is fully accepted (0091..0113) plus one proposed-roadmap entry (0114) and mechanically evidenced:
- Domain Pack Contract v1 — ADR-0091
- Reviewer Registry v1 — ADR-0092
- Domain Contract v1 enforcement — ADR-0093
- Proposal Source Provenance — ADR-0094
- Miner-Sourced Teaching Proposals — ADR-0095
- Fabrication-control negative eval lane — ADR-0096
mathematics_logicreasoning-capable ratification — ADR-0097- Demo Composition Contract — ADR-0098
- Public Showcase Demo — ADR-0099
physicsreasoning-capable ratification — ADR-0100systems_softwarereasoning-capable ratification — ADR-0101hebrew_greek_textual_reasoningmulti-pack reasoning-capable ratification — ADR-0102- Hebrew/Greek fluency lane attachment for ADR-0102 — ADR-0103
- Curriculum-Sourced Teaching Proposals — ADR-0104
- Sealed Holdout Encryption via age — ADR-0105
- Expert-Demo Promotion Contract — ADR-0106
mathematics_logicExpert-Demo Promotion deferred (first attempt) — ADR-0107- Proposed-ADR Sequencing — ADR-0108
- Lane-Shape-Aware Thresholds (ADR-0106 amendment) — ADR-0109
mathematics_logicExpert-Demo Promotion (first successful) — ADR-0110physicsExpert-Demo Promotion (second successful) — ADR-0111- Runnable Audit-Passed Showcase (originally "Expert-Demo"; renamed) — ADR-0112 + ADR-0113
- Rename
expert-demo→audit-passed; reserveexpertnamespace — ADR-0113 - Expert-Capability Roadmap (GSM8K-Math first); proposed — ADR-0114
ADR-0080 has also landed: Contemplation Loop Phase 1 adds a read-only frontier-compare miner that emits SPECULATIVE findings only.
Seven lanes are SHA-pinned in scripts/verify_lane_shas.py and gated by the lane-shas GitHub Actions workflow:
reviewer_registrydomain_contract_validationminer_loop_closurecurriculum_loop_closurefabrication_control_summarydemo_compositionpublic_demo
Proposed-but-unimplemented ADRs
Sequencing per ADR-0108. Listed in priority order:
- ADR-0084 — Definitional Layer for Lexicon Packs. Optional per-entry definitional block. Deferred — value surfaces during a worked expert promotion that needs definitional depth.
- ADR-0087 — Rhetorical Style Axis. A third substantive selection axis sibling to anchor-lens. Lowest current priority — no active downstream consumer; register + anchor-lens already demonstrate the orthogonality pattern.
ADR-0080 (Contemplation Loop, Phase 1), ADR-0110 (math audit-passed), and ADR-0111 (physics audit-passed) have all landed — mathematics_logic and physics are at audit_passed=true; the contemplation loop emits read-only SPECULATIVE findings from frontier_compare reports. The remaining two ratified domains (systems_software, hebrew_greek_textual_reasoning) need their own promotion ADRs.
Open candidate directions (no ADR yet)
- Multi-reviewer holdout governance and threshold signing. ADR-0105 seals holdout payloads with a single recipient identity; multi-reviewer governance remains future work.
Accepted reasoning-capable domains
Per ADR-0106, audit_passed is contract-gated, not threshold-only: a domain row may carry audit_passed=true only when a reviewer-signed audit_passed_claims entry exists whose evidence-bundle digest reproduces byte-for-byte. ADR-0107 attempted the first worked promotion and the contract refused; ADR-0109 amended the threshold rules; ADR-0110 then successfully promoted mathematics_logic (the first domain at audit_passed=true); ADR-0111 promoted physics second without further contract change, retiring the "math-only" objection. The other two ratified domains remain at reasoning-capable pending their own promotion ADRs.
| Domain | Ratification ADR | Pack(s) | Evidence summary |
|---|---|---|---|
mathematics_logic |
ADR-0097 + ADR-0110 | en_mathematics_logic_v1 |
All nine ADR-0091 predicates pass; ledger row is audit-passed (first such promotion, ADR-0110); all three attached lanes meet ADR-0109 shape thresholds on public + holdout. |
physics |
ADR-0100 + ADR-0111 | en_physics_v1 |
All nine predicates pass; causal/modal operator coverage meets threshold; ledger row is audit-passed (second such promotion, ADR-0111); foundational_physics_ood 117/117 public + 39/39 holdout; shares inference_closure + fabrication_control results with math (distinct digest via domain_id). |
systems_software |
ADR-0101 | en_systems_software_v1 |
All nine predicates pass; transitive/causal operator coverage meets threshold; ledger row is reasoning-capable; symbolic_logic is the v1 closest-fit eval lane. |
hebrew_greek_textual_reasoning |
ADR-0102 + ADR-0103 | grc_logos_micro_v1, grc_logos_cognition_v1, he_logos_micro_v1, he_core_cognition_v1 |
First multi-pack ratification; all four packs carry uniform contract fields; causal/contradiction operator coverage meets threshold; ADR-0103 attaches Hebrew and Koine Greek fluency lanes with dev/public/holdout coverage. |
ADR chain notes
Forward Semantic Control closure — ADR-0022 through ADR-0026
ADR-0022 through ADR-0026 form a single coherent chain that closes forward semantic control as a non-stochastic, replay-deterministic, trace-evidenced mechanism.
- ADR-0022 establishes
AdmissibilityRegionand the contract that a region restricts the admissible token set at generation time. - ADR-0023 records proof evidence that the admissibility region is honored at the region-intersection level.
- ADR-0024 adds destination-side per-step admissibility and honest
InnerLoopExhaustionwhen all admissible candidates are rejected. - ADR-0025 adds rotor/frame admissibility when a region carries a
frame_versor. - ADR-0026 replaces static threshold tuning with ranked admissibility and a scale-invariant margin gate.
Runtime contracts for the chain are pinned in docs/runtime_contracts.md.
Pack-layer chain — ADR-0027 through ADR-0045
ADR-0027 through ADR-0045 establish the identity / safety / ethics pack architecture with deterministic remediation, audit completeness, telemetry, operator readout, audit-tour demo, pack measurements, a worked-example medical ethics pack, and long-context comparison measurements.
Evidence-governed domain chain — ADR-0091 through ADR-0111
ADR-0091 through ADR-0111 establish the current domain-ratification substrate and the audit-passed promotion gate that distinguishes contract-passing from demonstrated:
contract definition (0091)
↓
reviewer trust root (0092)
↓
validator / ledger enforcement (0093)
↓
negative-control fabrication lane (0096)
↓
reasoning-capable domain ratification (0097 / 0100 / 0101 / 0102)
↓
language-specific fluency lane attachment (0103)
↓
audit-passed promotion contract (0106 + 0109 amendment)
↓
worked audit-passed promotion (0110 — mathematics_logic, first)
↓
worked audit-passed promotion (0111 — physics, second; no contract change)
No domain claim should be treated as mature merely because a pack exists. reasoning-capable means the nine ADR-0091 predicates pass; audit-passed requires a reviewer-signed evidence-bundle digest that reproduces byte-for-byte from on-disk lane results.
The contract has been demonstrated end-to-end: refused once honestly (ADR-0107), amended once cleanly (ADR-0109), succeeded against mathematics_logic (ADR-0110), and succeeded against physics without further contract change (ADR-0111).
Session Logs
Session logs record the decisions and rationale from individual working sessions. They are not ADRs — they are the narrative record that informed the ADRs.
| Date | File |
|---|---|
| 2026-05-12 | SESSION-2026-05-12.md |
| 2026-05-12 (addendum) | SESSION-2026-05-12-b.md |
| 2026-05-12 (language packs) | SESSION-2026-05-12-language-packs-addendum.md |
| 2026-05-13 | SESSION-2026-05-13.md |