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ISACA AAIR Exam Syllabus Topics:

ISACA Advanced in AI Risk Sample Questions:

1. Which of the following is the PRIMARY benefit of aligning AI risk management with existing organizational governance frameworks?

A) It expedites approval processes for compliance with AI laws and regulations.
B) It emphasizes the development of specialized functional roles and clarifies AI risk responsibility boundaries.
C) It promotes consistent enterprise-level oversight of AI activities and aligns decisioning with strategic objectives.
D) It standardizes AI acquisition processes across organizational business units.

2. An organization seeks to implement a new AI system that uses customer information to create targeted product recommendations. Which of the following is the MOST important consideration to ensure the system complies with regulatory requirements?

A) Human review of system recommendations
B) Legally sourced data with appropriate consent
C) Use of supervised learning during model training
D) Backup and storage protocols for sensitive data

3. AI tools can BEST help to mitigate supply chain risk by:

A) enhancing predictive capabilities to identify potential disruptions.
B) performing sentiment analysis on supplier reputation and reviews.
C) automating routine inventory management tasks.
D) identifying historical physical and logical security control gaps.

4. Which of the following is the PRIMARY purpose of maintaining comprehensive model cards and documentation?

A) Listing technical specifications
B) Preserving audit trails
C) Providing model transparency
D) Justifying model use cases

5. 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) Heightened reliance on manual review resulting in approval bottlenecks and slower response times
B) Increased dependence on external AI service providers for managing AI system risk throughout its life cycle
C) Decrease in AI adoption rates within business units who are regularly responsible for critical decisions
D) Inability to detect discriminatory or inaccurate outputs that expose the organization to regulatory and reputational risk

Solutions: