Free Isaca AAIA Exam Questions

Become Isaca Certified with updated AAIA exam questions and correct answers

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Total 276 Questions | Updated On: Sep 15, 2026

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Question 1

Which of the following initially provides assurance that the developer correctly interprets and identifiesnumerical data for balancing prior to inserting into the model?

A : Data dictionary

B : Data computing library

C : Statistical summary

D : Confusion matrix

Answer: A

Question 2

An IS auditor is planning an audit of an AI medical prognosis system. Which of the following is the BESTway to test model transparency?

A : Document diagnostic tools for stress tests

B : Build clinical integration workflows

C : Design output assessments for recognized healthcare standards

D : Use the SHapley Additive exPlanations (SHAP) method

Answer: D

Question 3

Which of the following is the MOST important step in an AI incident management process to ensurecontinuous improvement?

A : Define ownership

B : Root cause analysis

C : Archive logs

D : Assess severity

Answer: B

Question 4

The internal audit department of a large global organization is evaluating the use of an AI-based voice-tospeech tool to document interviews during audits. The tool uploads all recordings to a cloud service provider for transcription. Which of the following is the GREATEST risk?

A : Unauthorized access to sensitive data by the cloud vendor

B : Privacy concerns arising from data storage in the cloud

C : Potential data loss resulting from service downtime or failures

D : Inaccurate transcriptions impacting reliability of audit records

Answer: A

Question 5

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

Page: 1 / 56

Total 276 Questions | Updated On: Sep 15, 2026

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