AAIA: Advanced in AI Audit

By Isaca · Question Mode

QuestionQ99

AI Auditing Tools and Techniques

A healthcare organization uses an AI model to analyze patient data and deliver diagnostic recommendations. Which option MOST effectively detects data drift associated with the model’s predictions?

Explanation

Data drift monitoring compares the distributions of incoming patient data with the training data distribution to identify meaningful shifts in the model’s input population that can degrade prediction reliability.

Community Discussion

No comments yet. Be the first to start the discussion!