A company's AI security team is implementing the NIST AI Risk Management Framework (AI RMF) for their Azure AI platform. The team needs to identify which AI RMF function maps to the activity of continuously monitoring deployed AI model performance for unexpected behavior changes. Which AI RMF function does this activity belong to?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — d is correct because the NIST AI RMF MANAGE function covers prioritizing, responding to, and monitoring AI risks including ongoing operational monitoring of deployed AI systems for unexpected behavior, performance degradation, or emerging risks. Continuous monitoring of deployed model behavior is an ongoing operational activity that falls within MANAGE.
Full explanation below image
Full Explanation
D is correct because the NIST AI RMF MANAGE function covers prioritizing, responding to, and monitoring AI risks including ongoing operational monitoring of deployed AI systems for unexpected behavior, performance degradation, or emerging risks. Continuous monitoring of deployed model behavior is an ongoing operational activity that falls within MANAGE. A is incorrect because GOVERN establishes organizational policies, accountability structures, and risk tolerance for AI; it sets the framework rather than conducting monitoring activities. B is incorrect because MAP identifies and categorizes AI risks in context before or during deployment, not the ongoing monitoring of deployed systems. C is incorrect because MEASURE involves analyzing and assessing the likelihood and impact of identified AI risks, including testing; ongoing production monitoring of deployed systems is MANAGE.