Edward Meyman

Observability Is Not Enforcement: A Doctrinal Framework for Distinguishing Compliance Instrumentation from Runtime Authorization in AI Governance Architectures (Working Paper v2.0)

AI compliance instrumentation can produce extensive evidence without controlling whether a governed action occurs. Many contemporary systems embed explainability artifacts, monitoring dashboards, drift detection, and integrity-protected audit bundles into development pipelines, i...