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Instant Download ISACA : AAIR Questions & Answers as PDF & Test Engine

AAIR
  • Exam Code: AAIR
  • Exam Name: ISACA Advanced in AI Risk
  • Updated: Jun 18, 2026
  • No. of Questions: 92 Questions and Answers
  • Download Limit: Unlimited
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ISACA Advanced in AI Risk Sample Questions:

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

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


2. An organization has deployed an AI-powered customer service chatbot. Which of the following BEST helps to ensure the chatbot maintains high accuracy in interpreting and answering customer inquiries?

A) Introducing explainable AI techniques and conducting periodic code reviews
B) Adopting vendor-recommended thresholds and conducting benchmarking
C) Measuring intent-classification error rates and refining training datasets
D) Calculating precision and recall scores and increasing model temperature


3. Which of the following is the MOST important consideration when managing changes to an AI model in production?

A) Conducting rigorous validation to assess effects on predictive accuracy and model bias
B) Allowing operational teams to adjust configuration parameters for real-time performance tuning
C) Implementing stringent approval processes for user access to new model functionalities
D) Expediting rollout of changes in production to ensure service continuity and minimize downtime


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


5. An organization has identified a moderate AI exposure from potential model inaccuracies that could affect internal reporting. The risk falls within the organization's defined tolerance. Which of the following is the BEST course of action?

A) Take the system offline until the model has been retrained and produces more accurate outputs.
B) Adjust the model temperature to its lowest possible value and conduct comprehensive retesting.
C) Allocate more resources for additional human review cycles to identify accuracy and bias in model outputs.
D) Accept the inherent risk and continue to monitor performance against organizational thresholds.


Solutions:

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

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