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ISACA AAIR Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| AI Risk Management | - Risk identification and assessment for AI systems
|
| AI Lifecycle Controls | - Controls across AI development lifecycle
|
| Ethics, Privacy, and Responsible AI | - Ethical AI principles and compliance
|
| Regulatory and Compliance Requirements | - Global AI regulatory landscape
|
| AI Governance and Strategy | - AI governance frameworks and organizational oversight
|
ISACA Advanced in AI Risk Sample Questions:
Which of the following is the MOST effective approach to help ensure compliance with AI acceptable use policies?
- A. Implementing anonymous reporting channels for AI policy violations
- B. Requiring use case approval from senior management for AI applications
- C. Building trust by embedding AI risk awareness within organizational training
- D. Aligning with globally recognized IT policy frameworks and standards
Correct Answer: C 🗳️
Explanation: Only visible for PassLeader members. You can sign-up / login (it's free).
Which of the following is the PRIMARY benefit of aligning AI risk management with existing organizational governance frameworks?
- A. It emphasizes the development of specialized functional roles and clarifies AI risk responsibility boundaries.
- B. It expedites approval processes for compliance with AI laws and regulations.
- C. It standardizes AI acquisition processes across organizational business units.
- D. It promotes consistent enterprise-level oversight of AI activities and aligns decisioning with strategic objectives.
Correct Answer: D 🗳️
Explanation: Only visible for PassLeader members. You can sign-up / login (it's free).
A risk practitioner assesses an AI model used for predictive diagnostics and finds that the system lacks automated update mechanisms. Which of the following is the GREATEST risk?
- A. Inability to deploy synthetic data augmentation for model datasets
- B. Compromise of predictive accuracy due to outdated model assumptions
- C. Inefficiency due to need for human intervention
- D. Incomplete predictive threat modeling
Correct Answer: B 🗳️
Explanation: Only visible for PassLeader members. You can sign-up / login (it's free).
Which of the following poses the GREATEST challenge related to the protection of intellectual property generated by AI solutions?
- A. Difficulty in customizing training materials for users on confidential data handling in AI environments
- B. Lack of regulatory clarity regarding the copyright status of AI-generated content
- C. Inherent risk in fundamental AI use cases such as general inquiries or administrative tasks
- D. Use of third-party AI service providers that have zero-data retention policies
Correct Answer: B 🗳️
Explanation: Only visible for PassLeader members. You can sign-up / login (it's free).
Which of the following is the GREATEST concern when an organization cannot clearly explain an AI system
' s decision-making process and the origin of its inputs?
- A. Inability to detect discriminatory or inaccurate outputs that expose the organization to regulatory and reputational risk
- B. Heightened reliance on manual review resulting in approval bottlenecks and slower response times
- C. Increased dependence on external AI service providers for managing AI system risk throughout its life cycle
- D. Decrease in AI adoption rates within business units who are regularly responsible for critical decisions
Correct Answer: A 🗳️
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