This preprint extends SnapOS v4.1 — Auditability Beyond Computation by introducing a dual validity–resonance audit model (TrueClaim²), the BenchmarkAudit calibration system, and the audit-native memory architecture (SAM – SnapAuditMemory). SnapOS v4.2 formalizes how semantic coherence and ethical in...
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