AI Governance Control Deck
Recall governance controls for AI security systems using ISO/IEC 42001 and NIST AI RMF concepts.
Governance memory OCEAN What does OCEAN cover for AI governance? Five controls for owned AI systems Pilot vs production What changes when an AI pilot becomes production? Production needs durable governance because risk outlives the demo. Objection handler This is only a prompt update, not a real change. A team wants to skip review for a prompt that affects security decisions. Say this If the prompt can materially change model behavior in a security workflow, it is a change-management event. Do not judge change by file type; judge it by behavior impact. Governance controls behavior-changing updates, including prompts and retrieval…
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