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K3 integrated NIAH gate evidence: arch_correct=1.0 PASS, recall gate FAIL (f_theta v1), identity-restore recall=1.0 (machinery validated)
Co-authored-by: FluffyAIcode <FluffyAIcode@users.noreply.github.com>
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}

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