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AAIA · Question #37
AAIA Question #37: Real Exam Question with Answer & Explanation
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AI Risk Management and Controls
Question
A healthcare organization uses an AI model to analyze patient data and provide diagnostic recommendations. Which of the following MOST effectively detects data drift related to the model's predictions?
Options
- AComparing incoming patient data distributions with the training data set
- BApplying overrides to allow healthcare professionals to correct the AI model's recommendations
- CConducting periodic model retraining to ensure alignment with updated patient data
- DUsing adversarial testing to simulate scenarios that stress test the model's predictions
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Topics
#Data drift detection#Model monitoring#AI model performance