Which of the following is the GREATEST concern when an audit team relies on generative AI to create audit reports?

• A.The reports may be more likely to reflect outdated information.
• B.The reports may contain misstatements resulting from hallucinations.
• C.The reports may use inconsistent formatting from prior audit findings.
• D.The reports may tend to use generic language for audit issues.

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Which of the following techniques BEST assesses an AI model's ability to generalize to new data?

• A.Failure mode effects analysis
• B.Model component unit testing
• C.K-fold cross validation
• D.Metamorphic testing

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A car rental company is developing an AI system to dynamically adjust rental pricing based on demand, location, and customer profiles. Which of the following is the MOST important reason to conduct specific testing during development?

• A.To ensure the model's pricing logic aligns with business strategy
• B.To ensure the system integrates seamlessly with legacy booking platforms
• C.To confirm that the AI system can handle high volumes of customer queries
• D.To verify that pricing decisions do not result in discriminatory outcomes

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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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During audit planning, an IS auditor reviews the correlation matrix. Which variable pair from an electrical generation facility has the MOST significant correlation?

• A.Electricity demand and machine torque is 0.0
• B.Daily precipitation and generator efficiency is 0.09
• C.Temperature and generator effectiveness is -0.85
• D.Rotational speed and tool wear is 0.56

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