AI governance and accountability

Propose a multi-layer liability framework for AI and cyber incidents, clarifying obligations of developers, operators, and users; explore cross-border regulatory harmonization, insurance models, and incident response protocols. Consider governance mechanisms for containment, auditing, and redress that adapt as capabilities evolve.