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ai-refresh/AI_COLD_START_TEST.json

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"Q06_formula": "Write the perturbation difference formula and the drift flagging threshold.",
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"Q07_eitt_proof": "Name all four EITT proof domains and give one key number from each.",
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"Q08_quantum": "What is the Bell test result? How much does it exceed the classical bound?",
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"Q09_pll": "How many rules are in the PLL discipline? What does PLL stand for?",
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"Q09_cip": "How many rules are in the CIP? What does CIP stand for? What does PLL stand for?",
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"Q10_architecture": "What is Keff_fill? What aggregator does it use and at what value of p?"
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}
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},
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"test_result_2026-04-13": "10/10 questions. Integrity FAIL — caught 2 real bugs (stale hash, wrong char_count). Structure 4/5. 2 attempts (first attempt reviewed architecture instead of taking test)."
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},
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"grok": {
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"history": "Adversarial reviewer. Performed PLL compliance checks, Keff_fill verification, SOPDT robustness derivation.",
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"history": "Adversarial reviewer. Performed CIP compliance checks, Keff_fill verification, SOPDT robustness derivation.",
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"role": "Adversarial testing. Try to break the refresh. Find what's missing or wrong.",
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"access": "Can browse GitHub directly.",
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"test_result_2026-04-13": "10/10 questions. Integrity PASS. Structure 5/5. 6 adversarial findings (caught stale manifest paths). 1 attempt. Highest overall score."

ai-refresh/CHATGPT_COLD_START_BRIEFING.md

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6. Perturbation difference formula and drift threshold.
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7. Four EITT proof domains with one key number each.
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8. Bell test result — how much above classical bound?
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9. PLL discipline — how many rules, what does PLL stand for?
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9. CIP — how many rules in the Compositional Integrity Protocol?
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10. Keff_fill — what aggregator, what value of p?
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For each: answer, confidence (HIGH/MEDIUM/LOW), pass/fail.

ai-refresh/CHATGPT_VERIFICATION_CHECKLIST.json

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ai-refresh/COPILOT_COLD_START_BRIEFING.md

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6. The perturbation difference formula and the drift threshold rule.
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7. Name the four EITT proof domains with one key number each.
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8. Bell test — what is best_S, what is the classical bound, what is the violation percentage?
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9. PLL — what does it stand for, how many rules?
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9. CIP — what does it stand for, how many rules?
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10. Keff_fill — what aggregator type, what value of p?
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For EACH question give: your answer, confidence (HIGH/MEDIUM/LOW), and pass (true/false).

ai-refresh/GEMINI_COLD_START_BRIEFING.md

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6. Perturbation difference formula and drift threshold.
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7. Four EITT proof domains with one key number each.
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8. Bell test result — how much above classical bound?
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9. PLL discipline — how many rules, what does PLL stand for?
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9. CIP — how many rules in the Compositional Integrity Protocol?
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10. Keff_fill — what aggregator, what value of p?
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For each: answer, confidence (HIGH/MEDIUM/LOW), pass/fail.

ai-refresh/HUF_ADMIN.json

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"doctrine": "Instrument reads, never actuates. Human decides, loop stays open.",
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"NOT": ["HUF Governance", "HUF-Gov", "HUFGOV"]
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},
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"cip": {
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"full": "Compositional Integrity Protocol",
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"short": "CIP",
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"rule_count": 6,
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"description": "6 rules that cannot be changed without operator (Peter) approval. Formerly called 'Pipeline Lock List' (retired 2026-04-19).",
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"NOT": ["Pipeline Lock List (RETIRED)", "PLL Discipline List"]
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},
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"pll": {
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"full": "Pipeline Lock List",
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"full": "Phase-Locked Loop",
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"short": "PLL",
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"rule_count": 6,
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"description": "6 rules that cannot be changed without operator (Peter) approval",
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"NOT": ["Phase-Locked Loop", "PLL Discipline List"]
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"description": "Engineering analogy from signal processing. The σ²_A parabola maps onto PLL architecture. PLL means Phase-Locked Loop ONLY — never 'Pipeline Lock List' (retired 2026-04-19, replaced by CIP).",
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"NOT": ["Pipeline Lock List (RETIRED)"]
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},
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"keff": {
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"full": "Keff_fill",
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},
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"grok": {
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"provider": "xAI",
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"role": "Adversarial testing, PLL compliance, robustness derivations",
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"role": "Adversarial testing, CIP compliance, robustness derivations",
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"interface": "Grok web"
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},
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"gemini": {

ai-refresh/HUF_COMPLETE_REFERENCE.json

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ai-refresh/HUF_FAST_REFRESH.json

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