Doyle-Spare Research
Final Canonical Capstone · Table 15 and §15.11

APAC & Middle East Runtime Governance

Framework focus mapped to the corresponding reasoning-layer governance contribution of the Semantic Control Plane.

Framework or anchorSupervisory focusHow the SCP complements
Singapore Model AI Governance FrameworkAccountability, transparency, fairness, and human-centricityV-RSR, RSSR, and Semantic Audit Trail provide runtime reasoning-layer evidence
Australia AI Ethics FrameworkSafety, reliability, transparency, and contestabilityRuntime operations map to national AI principles at the reasoning layer
Japan AI GuidelinesHuman rights, safety, security, transparency, and accountabilityReconstructable reasoning-state evidence supports oversight, assurance, and audit
UAE AI Ethics PrinciplesPrivacy, fairness, safety, transparency, and societal benefitSemantic evidence and defensible audit trails support accountability and control
Interpretive boundary: This is an architectural mapping from the final capstone. It does not establish compliance equivalence, provide legal interpretation, or imply regulator or standards-body endorsement.