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100% Pass 2025 ISACA Fantastic AAIA: Latest ISACA Advanced in AI Audit Dumps Free
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ISACA Advanced in AI Audit Sample Questions (Q47-Q52):
NEW QUESTION # 47
Which of the following is MOST important for an IS auditor to review during an AI system audit in order to determine compliance with intellectual property and data rights?
- A. Use of open-source intellectual property
- B. Data performance metrics
- C. Data usage agreements
- D. Model runtime efficiency logs
Answer: C
NEW QUESTION # 48
When auditing an AI system, which of the following steps ensures that AI model behavior is aligned with organizational objectives?
- A. Data transformation
- B. Problem framing
- C. Model training
- D. Algorithm debugging
Answer: B
NEW QUESTION # 49
A retail organization uses an AI model to forecast inventory based on customer purchasing trends and updates the model quarterly. The model recently failed to recognize a surge in demand during a popular shopping season. Which of the following issues does this situation BEST demonstrate?
- A. Limited data set diversity impacting model training
- B. Lack of outlier checks in data affecting forecast accuracy
- C. Data drift impacting system forecasting
- D. Overfitting issues due to a small training data set
Answer: C
NEW QUESTION # 50
When converting data categories before training an AI model, which of the following scenarios represents the GREATEST risk?
- A. One-hot encoding the data attribute car colors for the options red, blue, green, black, white
- B. One-hot encoding the data attribute customer rewards category for the options economy, business, first class
- C. Creating dummy variables for the data attribute dog breed for the options labrador, terrier, beagle
- D. Creating dummy variables for the data attribute product flavor for the options vanilla, chocolate, strawberry, banana
Answer: B
NEW QUESTION # 51
Which of the following will provide the BEST evidence to support the alignment of an AI model with an organization's business objectives?
- A. AI model vulnerability assessment
- B. AI change management requests
- C. AI acceptable use policy
- D. AI model inventory
Answer: D
NEW QUESTION # 52
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