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ISACA AAIR Exam Syllabus Topics:

ISACA Advanced in AI Risk Sample Questions:

1. A risk practitioner discovers that autonomous agents have been creating temporary HR system identities.
Which of the following poses the GREATEST risk?

A) Delays in breach identification and response
B) Identities are not incorporated into the federated system
C) Increased staffing needs for human validation
D) Ineffective credential management

2. An organization is integrating AI systems into core business operations and has decided to establish a formal process to align AI initiatives with corporate values. Which of the following is the GREATEST benefit of this decision?

A) Ethical principles can be added to AI development and usage after deployment.
B) Executive support for technical training and upskilling related to AI can be more effectively obtained.
C) The transparency and explainability of AI model decisions is enhanced for all stakeholder groups.
D) Return on investment (ROI) for new AI services can be evaluated more accurately.

3. Which of the following is the GREATEST concern when AI risk management operates separately from enterprise risk management (ERM)?

A) Inconsistent regulatory reporting
B) Lack of strategic control alignment
C) Reduced return on investment (ROI) due to increased model training costs
D) Redundant risk documentation and scoring

4. Which of the following BEST helps to ensure AI model outputs can be reproduced in other environments?

A) Maintaining continuous post-deployment performance monitoring
B) Implementing AI-specific change management processes
C) Capturing and archiving complete snapshots of training datasets
D) Requiring manual review of outputs for stability and accuracy

5. A risk practitioner is evaluating AI model cards and documentation prior to deployment. Which of the following represents the GREATEST risk to enterprise AI governance?

A) Decentralized version control
B) Delays in regulatory filings
C) Overly detailed technical specifications
D) Inadequate explainability

Solutions: