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type-i-error

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A 5-layer adversarial-audit engine (dependency-free Python core) plus the two papers that formalise it — managing epistemic circularity, the survivor gate, and three scientific ledgers. It never reports "validated" on internal grounds; only a human does.

  • Updated Jul 11, 2026
  • Python

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