{
  "title": "Causal Self-Diagnosis with Noisy Tests: Observation Laws, Irreversible Access, and Task Recovery",
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  "source_date": "2026-11-05",
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  "byline": "Research development draft prepared for Brian Theory / AI-assisted derivation, computation, and independent internal review",
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