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ISACA Advanced in AI Audit Sample Questions (Q22-Q27):
NEW QUESTION # 22
An IS auditor is auditing an AI system that predicts inventory needs. The system recently failed to predict a stock outage for a key product. Which of the following audit tests would BEST validate the system's accuracy?
- A. Sensitivity analysis on input variables
- B. Load testing during peak sales periods
- C. Historical testing with past sales data
- D. Unit testing of the forecasting algorithm
Answer: C
NEW QUESTION # 23
When reviewing contracts or other lengthy documentation in the planning phase, which of the following tools would BEST extract relevant information?
- A. Robotic process automation (RPA)
- B. Autoregressive sequencing model
- C. Natural language processing
- D. Predictive analytics
Answer: C
NEW QUESTION # 24
An organization uses an AI-powered tool to detect and respond to cybersecurity threats in real time. An IS auditor finds that the tool produces excessive false positives, increasing the workload of the security team. Which of the following techniques should the auditor recommend to BEST evaluate the tool's effectiveness in managing this issue?
- A. Use a log analysis tool to examine the types and frequency of alerts generated.
- B. Conduct penetration testing to assess the system's ability to detect genuine threats.
- C. Deploy a machine learning (ML) validation tool to increase the model's accuracy and performance.
- D. Implement a benchmarking tool to compare the system's alerting capability with industry standards.
Answer: C
NEW QUESTION # 25
Which of the following is the MOST important purpose of conducting a risk assessment for AI models within an organization?
- A. Categorizing data used by the AI model
- B. Determining whether AI model outputs align with established use cases
- C. Monitoring AI model performance on an ongoing basis
- D. Defining mitigation strategies for AI deployment
Answer: D
NEW QUESTION # 26
Which use case for an AI model to be used by a food delivery service would pose ethical risk to the organization?
- A. Comparing total food preparation and delivery time to an industry benchmark to set key performance and risk indicators for individual restaurants
- B. Basing driver retention and termination decisions on the number of delivered orders per total hours worked as compared to an industry benchmark
- C. Correlating time, cost, delivery distance, and customer satisfaction metrics to issue coupons to customers receiving substandard service
- D. Using customer service metrics for service speed and food quality to predict customer retention and forecast revenue
Answer: B
NEW QUESTION # 27
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