AI Risk Governance Design

Outline a practical framework for AI risk governance that combines risk assessment, continuous auditing, adversarial testing (red-teaming), governance roles, and escalation paths. Compare voluntary industry standards with regulatory safeguards, and propose metrics and governance processes to track alignment over time across domains.