Exit ISACA-AAIA ISACA Advanced in AI Audit (AAIA)
Question 4 of 5
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Q4 Single choice

A car manufacturer uses an AI model to predict maintenance needs for its vehicles.

Which of the following techniques can an IS auditor apply to MOST effectively verify the AI model's decisions to stakeholders?

  • A

    Using neural network visualization to show how the AI model processes data through its layers

  • B

    Using K-means algorithms to group vehicles based on mileage or engine temperature for maintenance patterns

  • C

    Utilizing support vector machines (SVM) to classify vehicles based on maintenance urgency

  • D

    Using local interpretable model-agnostic explanation (LIME) to analyze how specific features contribute to predictions

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