Isaca AAIA Exam Questions

Question 6 of 12

A digital bank utilizes an AI system to generate credit scores. Which of the following would BEST mitigate the risk of sudden and unexplained changes in a borrower's credit score?

Using only data from the last six months to one year to avoid outdated information affecting the credit score

Ensuring the system is periodically reviewed and calibrated by human experts to maintain stability in predictions

Obtaining and validating the credit scores from third-party agencies to cross-check AI-generated results

Allowing the AI to operate fully autonomously to prevent processing delays

Correct Answer: B

Question 7 of 12

Which of the following is MOST important for an IS auditor to review during an AI system audit in order to determine compliance with intellectual property and data rights?

Data performance metrics

Use of open-source intellectual property

Model runtime efficiency logs

Data usage agreements

Correct Answer: D

Question 8 of 12

Which of the following is the PRIMARY objective of AI governance?

Implementing compliance and ethics controls for AI initiatives

Promoting a positive return on investment (ROI) from AI projects

Defining clear roles and responsibilities for AI development, use, and oversight

Ensuring controls over AI are designed well and operate effectively

Correct Answer: C

Question 9 of 12

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?

Implementing strict data access controls and conducting security tests

Encrypting stored data to reduce exposure and log access

Updating the AI model with new data and tracking changes

Anonymizing patient data and performing regular quality checks

Correct Answer: A

Question 10 of 12

An organization deploys an AI recruitment platform to screen job applicants. The IS auditor identifies that the platform’s decisions may be influenced by model bias. Which of the following risk mitigation strategies is BEST for the auditor to recommend?

Implement a process to periodically test the AI system for biases and adjust parameters as needed.

Suspend the use of the AI system until the training data can be verified for fairness and compliance.

Require manual reviews of all AI-generated recruitment decisions before hiring is finalized.

Retrain the AI model using an external data set certified for inclusivity and fairness.

Correct Answer: A