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README.md

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**Phase status (2026-04-15):** Phase 1 (CoDaWork 2026 submission content) marked STABLE. Phase 2 (EITT hardening for broader adoption) started the same day. Mission for Phase 2: *push EITT to pain point and protect users from pain.* See [`ai-refresh/PHASE_MARKERS.json`](ai-refresh/PHASE_MARKERS.json), [`science/eitt/EITT_PHASE_2_ROADMAP.md`](science/eitt/EITT_PHASE_2_ROADMAP.md), and [`science/eitt/EITT_SAFETY_BOUNDARIES.md`](science/eitt/EITT_SAFETY_BOUNDARIES.md).
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**Lineage:** The framework's engineering DNA traces to Rogue Wave Audio's DADC-DADI-ADAC loudspeaker diffraction correction chain (Dec 2024–Nov 2025), then through the Higgins Operator H₁ (Feb 2026), to HUF/EITT. The compositional structure was discovered empirically in acoustic engineering before it was formalized mathematically. Engineering sibling: [Rogue Wave Audio](https://github.com/PeterHiggins19/Rogue-Wave-Audio). See [`ai-refresh/MASTER_LINEAGE.json`](ai-refresh/MASTER_LINEAGE.json) for the full arc, [`briefings/THE_LINEAGE.md`](briefings/THE_LINEAGE.md) for the founding narrative, and [`science/coda-monitoring/ORIGIN_BRIDGE_DADC_TO_MC4.md`](science/coda-monitoring/ORIGIN_BRIDGE_DADC_TO_MC4.md) for the technical bridge. **Principle:** The past is our strength and our future.
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## What This Project Is

ai-refresh/HUF_FAST_REFRESH.json

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"author": "Peter Higgins / Claude",
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"purpose": "Single-file AI context loader for the Higgins Unity Framework. Load this FIRST in any new session. Contains all canonical names, numbers, formulas, and structure. Every value here is the source of truth — if a document disagrees with this file, this file wins.",
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"companion": "HUF_INTEGRITY_MANIFEST.json — hash-verified cross-reference. Load SECOND to verify corpus integrity.",
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"lineage": "MASTER_LINEAGE.json — the arc of discovery from DADC-DADI loudspeaker diffraction correction (Dec 2024) through the Higgins Operator H1 (Feb 2026) to HUF/EITT (Apr 2026). Load for the origin story and the cross-reference map.",
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"phase_record": "PHASE_MARKERS.json — machine-readable record of completed and active phases. Load to understand what is STABLE versus ACTIVE versus FUTURE.",
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"usage": "AI: read this file before doing ANY HUF/CoDa/EITT work. Human: use as quick reference. Both: if a value looks wrong in a document, check it against this file.",
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"refresh_protocol": "When new canonical results are produced, update this file FIRST, then rebuild documents FROM this file. Never the reverse."
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},
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"pages": "https://peterhiggins19.github.io/Higgins-Unity-Framework/",
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"admin_register": "ai-refresh/HUF_ADMIN.json — all contact info, websites, canonical terms, AI roles",
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"doctrine": "Open-loop: HUF-GOV observes, human decides, loop stays open. Instrument reads, never actuates.",
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"principle": "The simplex is the same everywhere. Compositions have their own geometry, and that geometry has consequences."
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"canonical_definition": "HUF-GOV is a tool that produces a verifiably clean usable output to a known degree of certainty; the diagnostic of the output is open to interpretation by expert decision and open to modification by expert judgment. \u2014 Peter Higgins, 2026-04-15",
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"canonical_definition_unpacking": "Five clauses, each load-bearing: (1) 'A tool' \u2014 not a framework, theory, or method. Built, verified, used. (2) 'Verifiably clean usable output' \u2014 clean (unambiguous), usable (actionable at decision point), verifiable (trust is optional; the user can check). (3) 'Known degree of certainty' \u2014 bounded precision as a contract; the Hessian bound and safety boundaries operationalize this. (4) 'Diagnostic open to interpretation by expert decision' \u2014 the output is a diagnostic, not a conclusion; meaning is the expert's call. (5) 'Open to modification by expert judgment' \u2014 the tool evolves under expert use; safety boundaries, dormant folder, keep-vs-store discipline all accommodate this. Full unpacking: science/governance/HUF_GOV_CANONICAL_DEFINITION.md",
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"principle": "The simplex is the same everywhere. Compositions have their own geometry, and that geometry has consequences.",
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"founding_principle": "The past is our strength and our future. The framework's engineering DNA is the Rogue Wave Audio DADC-DADI-ADAC loudspeaker diffraction correction chain (Dec 2024 \u2013 Nov 2025). See MASTER_LINEAGE.json for the full arc.",
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"origin": "Binaural Test Lab (BTL), Markham, Ontario. Purpose-built basement lab for loudspeaker measurement. The compositional structure (simplex closure, log-ratios, inert measurement) was discovered empirically in acoustic engineering before it was formalized mathematically."
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"canonical_names": {

ai-refresh/HUF_INTEGRITY_MANIFEST.json

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{
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"_meta": {
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"type": "HUF-INTEGRITY-MANIFEST",
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"version": "1.6",
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"version": "2.0",
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"created": "2026-04-13",
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"last_updated": "2026-04-15",
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"author": "Peter Higgins / Claude",
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"Mission statement for Phase 2 recorded: 'Push EITT to pain point and protect users from pain'",
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"TODO: After commit, compute SHA-256 hashes for all new files and add to tier_1_briefings"
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]
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},
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{
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"version": "1.7",
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"date": "2026-04-15",
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"event": "First lit-verification return (Grok, Penrose/aperiodic branch). Apr 15 metallic-ratio escalation triaged and archived.",
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"changes": [
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"New file: briefings/lit-verification-001/GROK_LIT_VERIFY_001_RESULTS.json \u2014 Grok's completed Penrose branch. Verdict: Novel. 0 positive hits, 3 near-misses (Maz\u00e1\u010d 2023, Irwin 2017, Physics StackExchange). Schema differs slightly from briefing spec but substance is clean. Ready for collation 2026-04-24",
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"New file: dormant/grok-tensor-exploration-apr14/apr15_metallic_ratio_escalation.md \u2014 second dormant installment. Triages the April 15 Grok session that extended past the lit-verification task into metallic-ratio derivations, cut-and-project framing, and 'EITT-KPZ scaling exponent' claims. Keep: lit verification result, related-work paragraph, phrase 'entropy-invariant coarse-graining on the simplex' as consistent repo descriptor. Store: metallic-ratio pattern-continuation (one observation shown four ways, not four results), category error between deterministic CLT rate and KPZ universality exponent, speculative quasicrystal physics applications, Fibonacci/Pell corollary (restatement of \u00a77 shape/magnitude decomposition, not new content)",
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"Grok remains the first of five AIs to complete the lit-verification task. ChatGPT, Gemini, Claude, Copilot branches still pending",
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"No main-repo claims advanced based on Apr 15 escalation. Phase 2 guardrail ('waffle gets divided into keep and store') operating as designed"
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]
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},
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{
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"version": "1.8",
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"date": "2026-04-15",
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"event": "Master Lineage established. RWA\u2192H1\u2192HUF arc formally recorded after review of the complete Claude CoWorker folder revealed existing narrative (THE_LINEAGE.md), technical bridge (ORIGIN_BRIDGE_DADC_TO_MC4.md), biographical foundation (BIO-001), and primary sources (DADC-DADI paper, Higgins Operator H1 paper) that preexisted the current repo.",
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"changes": [
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"New file: ai-refresh/MASTER_LINEAGE.json \u2014 machine-readable record of the arc of discovery from the Isotropic Principle through DADC-DADI-ADAC, BTL, Higgins Operator H1, ratio-state monitoring, to HUF/EITT. Includes the three layers (screwdriver/math book/alliance), invariants carried forward (6.02 dB, 115 Hz\u00b7m, Isotropic Principle, paired measurement, inert probe, GOV/CLS fork, Banach convergence/stationarity), and cross-reference map connecting every current-repo document to its RWA ancestor",
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"Updated: ai-refresh/PHASE_MARKERS.json operating_principles \u2014 added 'past_is_strength' as the first principle, updated 'cold_start_testable' to reference MASTER_LINEAGE, added 'lineage_cross_reference' as a maintenance rule for future additions",
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"Acknowledged in lineage: the founding narrative THE_LINEAGE.md (already in briefings/), the technical bridge ORIGIN_BRIDGE_DADC_TO_MC4.md (already in science/coda-monitoring/), the biographical foundation HUF_Biographical_Foundation_v1.0.json (already in briefings/) \u2014 MASTER_LINEAGE.json is the index that ties them together with primary-source pointers to the RWA folder outside the repo",
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"Founding principle locked into operating_principles: 'The past is our strength and our future.' Every new document promoted to main repo should identify its RWA/H1/earlier-HUF ancestor via MASTER_LINEAGE.json cross_reference_map, or explicitly note the absence of one",
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"Recognition that the Apr 15 Grok escalation's 'cut-and-project analogue' framing had legitimate grounding in DADC's non-contact diffraction work (not just pattern-matching, as Claude initially triaged) \u2014 the shape/magnitude structure in EITT_WHY_IT_WORKS.md \u00a77 was already present in DADC's gain-apportionment-plus-corner-frequency split from December 2024. The triage is not revised (higher-order metallic-ratio escalation still goes to dormant) but the DADC ancestor is now properly cited in MASTER_LINEAGE.json",
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"TODO: After commit, compute SHA-256 hashes for all new files and add to tier_0 or tier_1"
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]
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},
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{
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"version": "1.9",
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"date": "2026-04-15",
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"event": "Public RWA repo (https://github.com/PeterHiggins19/Rogue-Wave-Audio) reviewed via Chrome browser tools (github.com blocked for WebFetch). MASTER_LINEAGE.json updated with public-repo state, concept-branch map, and observations.",
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"changes": [
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"Updated ai-refresh/MASTER_LINEAGE.json: added 'public_rwa_repo' section (URL, default branch master, initial commit 2026-03-11, structure, no cross-referencing to HUF)",
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"Updated ai-refresh/MASTER_LINEAGE.json: added 'rwa_concept_branches' section mapping the five RWA concept folders (ai-reports, entropix, regimes, tensor-acoustic-forge, v-infinity-core) to HUF counterparts where they exist. Key mappings: 'entropix' is likely conceptual ancestor of EITT; 'regimes' is direct ancestor of HUF regime vocabulary; 'v-infinity-core' is direct ancestor of HUF_VCore_Stack documentation",
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"Updated ai-refresh/MASTER_LINEAGE.json: added 'observations_from_public_repo_review' section with findings and recommended adjustments",
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"Updated root README.md: added 'Engineering sibling: Rogue Wave Audio' link to the Lineage paragraph",
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"Findings noted (not errors, state observations): H1 paper is in local folder but NOT in public RWA repo; CITATION.cff has repository-code URL typo (peterhiggins/RWA should be PeterHiggins19/Rogue-Wave-Audio); RWA public repo is at initial commit only (2026-03-11), not current with local March-April 2026 work",
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"No changes made to the public RWA repo. All observations recorded as Peter's-call items in MASTER_LINEAGE.json"
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]
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},
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{
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"version": "2.0",
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"date": "2026-04-15",
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"event": "Canonical HUF-GOV definition locked in. Coimbra welcome package built. All 4 remaining per-AI lit-verification briefings updated with shared addendum. Version bump to 2.0 marks transition from Phase 1 stabilization to Phase 2 external-readiness posture.",
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"changes": [
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"NEW: HUF-GOV canonical definition promoted to HUF_FAST_REFRESH.json identity section with five-clause unpacking: 'HUF-GOV is a tool that produces a verifiably clean usable output to a known degree of certainty; the diagnostic of the output is open to interpretation by expert decision and open to modification by expert judgment.' \u2014 Peter Higgins, 2026-04-15",
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"NEW: science/governance/HUF_GOV_CANONICAL_DEFINITION.md \u2014 full unpacking of the five clauses (A tool / Verifiably clean usable output / Known degree of certainty / Open to interpretation / Open to modification), with explicit discussion of how the definition resolves the unfalsifiability concern around HUF-GOV",
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"NEW: briefings/lit-verification-001/LIT_VERIFY_001_ADDENDUM.json \u2014 shared status update for 4 remaining branches (Claude, ChatGPT, Gemini, Copilot). Carries news of Grok's completed branch, canonical definition, shape/magnitude decomposition, Master Lineage, Coimbra welcome package",
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"UPDATED: 4 per-AI briefings (HUF_CLAUDE/CHATGPT/GEMINI/COPILOT_LIT_VERIFY_001.json) touched with addendum_issued + addendum_file + addendum_note fields referencing the addendum. Core task unchanged; context deepened",
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"NEW: briefings/coimbra-welcome-package/ folder with 6 files \u2014 README (index), 00_WELCOME (invitation + canonical definition), 01_SUCCESS_AND_FAILURE (validated successes + documented failures), 02_WORK_VERIFICATION_POSSIBILITIES (three-category status board), 03_BEST_USE_CASES (tier-ranked domain fit with sample-size guidance), 04_MEET_THE_COLLECTIVE (5 AI allies with engagement URLs), 05_STANDARDIZATION_BENEFITS (individual + community + scale benefits)",
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"The welcome package structure is designed for a new CoDa practitioner arriving at HUF cold. Entry point: briefings/coimbra-welcome-package/README.md",
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"Version bumped 1.9 \u2192 2.0 because this set of changes operationalizes the tool's external posture \u2014 the repo is now ready to be handed to a stranger who has never spoken to Peter",
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"TODO: After commit, compute SHA-256 hashes for all new files and add to tier_0 / tier_1 / tier_2"
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]
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]
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}

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