Free Isaca AAIA Exam Questions

Become Isaca Certified with updated AAIA exam questions and correct answers

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Total 182 Questions | Updated On: Feb 09, 2026

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Question 1

Which role is BEST suited to define the implementation roadmaps for adopting AI solutions?

A : Risk management committee

B : Steering committee

C : Product management

D : Internal audit

Answer: B

Question 2

A healthcare organization uses data clustering to group patients by medical history for personalized treatment recommendations. Which of the following is the GREATEST privacy risk associated with this practice?

A : The clustering requires more data, increasing the risk of a privacy breach.

B : Clustering increases the complexity of the model, making data harder to anonymize.

C : Irrelevant features in the data may result in inaccurate or biased treatments.

D : Clusters can reveal sensitive personal information depending on how the information is presented.

Answer: D

Question 3

An organization is using a large language model (LLM) to assist in evaluating loan applications, but thetraining data used is known to be incomplete. Which of the following is the GREATEST associated risk?

A : Unfair loan decisions

B : Delays in loan approval

C : Reduced customer satisfaction

D : Increased manual processing of applications

Answer: A

Question 4

Which of the following is the MOST important reason to perform regular ethical reviews of AI systems?

A : To improve the accuracy and performance of the systems

B : To align AI system development with organizational values and principles

C : To ensure the systems align with the preservation of individual rights

D : To identify and mitigate potential data drift within models

Answer: C

Question 5

Which of the following types of AI can use unlabeled data sets to imitate human learning behavior?

A : Supervised learning

B : Federated learning

C : Reinforcement learning

D : Unsupervised learning

Answer: D

Page: 1 / 37

Total 182 Questions | Updated On: Feb 09, 2026

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