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AAIA · Question #78
AAIA Question #78: Real Exam Question with Answer & Explanation
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AI Audit Planning and Execution
Question
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?
Options
- AUsing neural network visualization to show how the AI model processes data through its layers
- BUsing K-means algorithms to group vehicles based on mileage or engine temperature for
- CUtilizing support vector machines (SVM) to classify vehicles based on maintenance urgency
- DUsing local interpretable model-agnostic explanation (LIME) to analyze how specific features
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Topics
#AI Explainability#Model Interpretability#LIME#AI Audit Techniques