AI Governance Frameworks
NIST AI RMF, ISO/IEC 42001, internal review boards, and turning principles into gates that actually block.
7concepts
68flashcards
51minutes of reading
- 01 Incident Response for AI Systems Why an AI incident often has no error to page on, what detection has to rely on instead, and the response steps that differ from a conventional outage.
- 02 Model Risk Management from SR 11-7 to SR 26-2 How bank model risk management built validation around effective challenge, why the 2026 rewrite made it principles-based and pushed generative AI out of scope, and how its three validation components still carry over to LLM systems.
- 03 Turning Principles into Gates That Block Why AI principles documents change nothing on their own, the properties a gate needs to have force, and the design that keeps a review board from becoming either a bottleneck or a formality.