AI Driven Cyber Threats and Defense

Propose a layered, adaptive cybersecurity framework for public institutions that accounts for AI-enabled threat vectors, real-time threat intelligence sharing, incident response playbooks, and governance mechanisms for public-private collaboration; include metrics to assess resilience.