EU AI Act

AI used in sensitive domains requiring compliance.

US framework for AI risk governance.

International AI risk standard.

Required descriptions of model behavior and limits.

Policies and practices for approving, monitoring, auditing, and documenting models in production.

Systematic review of model/data processes to ensure performance, fairness, security, and policy compliance.

A discipline ensuring AI systems are fair, safe, transparent, privacy-preserving, and accountable throughout lifecycle.