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: May 11, 2026

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Question 1

Which of the following is the GREATEST risk associated with using AI in audit planning?

A : Increased planning costs

B : Scope creep

C : Incomplete data

D : Limited knowledge

Answer: C

Question 2

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 3

A healthcare organization uses patient data to train an AI model for early disease detection. Which of the following practices provides the BEST assurance that personal data is secure and its integrity is maintained?

A : Encrypting stored data to reduce exposure and log access

B : Updating the AI model with new data and tracking changes

C : Implementing strict data access controls and conducting security tests

D : Anonymizing patient data and performing regular quality checks

Answer: D

Question 4

Which of the following is the MOST important task when gathering data during the AI system development process?

A : Stratifying the data

B : Isolating the system

C : Cleaning the data

D : Training the system

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: May 11, 2026

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