ISACA Advanced in AI Risk : AAIR

  • Exam Code: AAIR
  • Exam Name: ISACA Advanced in AI Risk
  • Updated: Jun 20, 2026
  • Q&As: 92 Questions and Answers

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ISACA Advanced in AI Risk Sample Questions:

1. An organization has developed an AI code of conduct outlining ethical use, data privacy, and transparency principles. Which of the following is the BEST approach to integrate the code of conduct into workforce training?

A) Focus the training curriculum on compliance with AI-specific laws and regulations.
B) Incorporate the code of conduct into onboarding modules for new personnel.
C) Provide role-tailored education supplemented by scheduled refreshers.
D) Engage external providers to deliver learning content with periodic updates.


2. An organization plans to procure an AI model from a third-party supplier for a critical business function.
Which of the following is MOST important to evaluate during supplier vetting?

A) Alignment with specific use cases
B) Emphasis on innovative solutions
C) Size of model training datasets
D) Industry-recognized certifications


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

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


4. Which of the following is the PRIMARY reason to lower AI model temperature?

A) To mitigate the risk of persistent bias in responses to users
B) To diversify ideas and recommendations generated by the model
C) To enhance consistency and accuracy of model outputs
D) To reduce energy consumption and environmental impact


5. A risk practitioner is concerned that an AI model's responses have become more inaccurate over time, leading to diminished customer trust. Which of the following should the risk practitioner recommend be done FIRST?

A) Take the model offline and perform a full backup.
B) Revise validation processes to add more review cycles.
C) Fully retrain the model with a more recent dataset.
D) Determine the impact on critical features and model outputs.


Solutions:

Question # 1
Answer: C
Question # 2
Answer: A
Question # 3
Answer: B
Question # 4
Answer: C
Question # 5
Answer: D

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