Exit ISACA-AAIA ISACA Advanced in AI Audit (AAIA)
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Q1 Single choice

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?

  • A

    Comparing incoming patient data distributions with the training data set

  • B

    Applying overrides to allow healthcare professionals to correct the AI model's recommendations

  • C

    Conducting periodic model retraining to ensure alignment with updated patient data

  • D

    Using adversarial testing to simulate scenarios that stress test the model's predictions

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