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Isaca ISACA Advanced in AI Audit (AAIA) AAIA Question # 1 Topic 1 Discussion

AAIA Exam Topic 1 Question 1 Discussion:
Question #: 1
Topic #: 1

Which of the following correctly summarizes the conclusions of the model card excerpt provided?

Model Card – Electrical Grid Predictive Maintenance Model

Model Information:

    Description: AI model designed to predict maintenance needs for electrical grid components, reduce unplanned downtime, and improve grid reliability.

    Inputs: Real-time sensor data, historical maintenance records, and operational logs.

    Outputs: Maintenance needs predictions for 60 & 90 days.Evaluation:

    Approach: Cross-validation and validation of accuracy, precision, and recall.

    Results: Accuracy 72%; Precision 60%; Recall 95%; F1 76%


A.

The AI model correctly predicts maintenance needs 95% of the time.


B.

The electrical grid uptime is expected to be 72% of the time.


C.

Grid failure is predicted to occur after 90 days.


D.

F1 indicates that the model identifies true maintenance needs 76% of the time.


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