AAIA Practice Test

AAIA Practice Test practice questions, page 5 of 23, with answer review and explanations.

Question 21

Which of the following BEST ensures that an AI system complies with user data ownership rights under privacy regulations?

  1. Applying data clustering techniques to anonymize data sets
  2. Regularly conducting AI system performance testing for accuracy
  3. Implementing a transparent data consent management process
  4. Enforcing strict data retention policies to limit storage duration

Question 22

An IS auditor is auditing an organization’s data governance framework. The primary objective is to provide assurance that data management practices are standardized to support a trustworthy AI system. Which of the following should be the auditor’s MOST important consideration?

  1. Retention of stored data
  2. Accountability for data management
  3. Data practices for training models
  4. Portability of data

Question 23

An organization’s system development process has been enhanced with AI. Which of the following features presents the GREATEST risk?

  1. All codes are generated by AI without human oversight.
  2. Non-technical users are validating AI results.
  3. The AI personalizes applications for the user.
  4. The AI allocates resources for new system development projects.

Question 24

A retail organization uses an AI model to analyze customers’ purchase history in order to offer personalized discounts. Which of the following practices represents the MOST ethical use of customer data?

  1. Retaining and analyzing all available customer data to ensure unbiased recommendations
  2. Providing the public with access to review and audit the data set of collected customer information
  3. Sharing customer purchase data with third-party vendors to improve advertising and communication
  4. Utilizing customer purchase data only after obtaining explicit consent and allowing customers to opt out

Question 25

In the context of an AI implementation, which of the following actions is MOST critical for an organization's change management program?

  1. Conducting a comprehensive risk assessment specific to AI-related changes
  2. Reviewing documentation for AI system changes, updates, and patches
  3. Verifying that all employees have completed mandatory AI ethics training
  4. Ensuring the organization has a dedicated AI governance committee