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ISACA AAIR Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI Life Cycle Risk Management | 21% | - AI Data and Asset Management - AI Design, Development/Procurement, and Documentation - AI Implementation, Maintenance, and Decommissioning - AI Model Training, Testing, and Validation |
| AI Risk Program Management | 42% | - AI Risk Response and Mitigation - AI Risk Monitoring and Reporting - AI Risk Identification and Assessment - AI Risk Assurance and Continuous Improvement |
| AI Risk Governance and Framework Integration | 37% | - AI Organizational Processes and Alignment - AI Regulatory Compliance and Legal Considerations - AI Policies, Procedures, and Organizational Training - AI Trustworthiness, Ethical and Societal Implications - AI Models, Frameworks, Strategies, and Use Cases - AI Ownership, Oversight, and Accountability |
ISACA Advanced in AI Risk Sample Questions:
Question #1
A risk practitioner is performing a risk assessment of an AI system that will be used to predict failures in aircraft components. Which of the following is the MOST important design consideration in this context?
A. Robust safety validation mechanisms
B. Capacity to handle rapid increases in sensor input
C. Integration with existing maintenance systems
D. Inclusion of maintenance history in training data
Question #2
Which of the following is MOST important when adding override controls to a deployed AI system?
A. Minimizing operator training requirements
B. Aligning controls with AI risk appetite
C. Reducing bias in system outputs
D. Documenting accountability for decisions
Question #3
A risk practitioner is assessing risk in a newly implemented AI system integrated into an organization ' s business processes. Which of the following is the MOST important consideration for the risk practitioner?
A. Escalation and approval protocols for AI mitigation measures
B. Criticality and impact of decision-making driven by the AI system
C. Level of existing business process automation prior to AI adoption
D. AI expertise within the organization ' s risk management function
Question #4
An aviation operator is integrating AI into flight operations and maps existing controls to identified AI risk.
Which of the following is the risk practitioner ' s BEST course of action?
A. Integrate flight operation risk scenarios into the organizational risk register.
B. Perform a control gap assessment between current and desired AI control environments.
C. Establish AI system targets for latency and throughput capacity.
D. Prioritize available upgrades to existing controls over new control implementation.
Question #5
Which of the following is the GREATEST societal risk posed by the dissemination of deepfakes created with AI image generation technology?
A. Widespread misinformation
B. Job loss and economic destabilization
C. Disclosure of personal data
D. Intellectual property infringement
Solutions:
| Question #1 Correct Answer: A | Question #2 Correct Answer: D | Question #3 Correct Answer: B | Question #4 Correct Answer: B | Question #5 Correct Answer: A |







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