From Reactive to Proactive: A Multi-Regulatory Empirical Analysis of 480 AI Incidents and a Data-Driven Governance Compliance Framework

In three linesAnalysis of 480 real-world AI incidents from AIID against EU AI Act, NIST AI Risk Management Framework, and GDPR post-deployment provisions. Reveals substantial governance gaps in post-deployment accountability. Proposes Proactive AI Governance Compliance Framework (PAGCF), a four-phase lifecycle methodology shifting from reactive incident response to pre-deployment compliance assurance.

Summary generated by Claude — human-verified