admissibility
SPAR (Sovereign Physics Autonomous Review) - Claim-aware review framework for systems whose outputs can pass while their claims drift.
Public learning kernel for consequence-aware AI governance: EXECUTE, TRANSFORM, DEFER, or REJECT before commitment.