AAIA Practice Test

AAIA Practice Test practice questions, page 22 of 23, with answer review and explanations.

Question 106

Which of the following is the MOST important AI data governance method to protect privacy and data security?

  1. Using external data sources for AI training
  2. Developing AI acceptable use policies
  3. Optimizing AI model performance metrics
  4. Implementing periodic monitoring

Question 107

A car rental company is developing an AI system to dynamically adjust rental pricing based on demand, location, and customer profiles. Which of the following is the MOST important reason to conduct specific testing during development?

  1. To ensure the model’s pricing logic aligns with business strategy
  2. To ensure the system integrates seamlessly with legacy booking platforms
  3. To confirm that the AI system can handle high volumes of customer queries
  4. To verify that pricing decisions do not result in discriminatory outcomes

Question 108

Which of the following should be done FIRST when developing an incident management process for AI threats?

  1. Establish incident classification procedures.
  2. Define clear roles and responsibilities.
  3. Configure SIEM for security alerts.
  4. Develop incident escalation procedures.

Question 109

Which of the following roles is BEST suited to define the implementation roadmaps for adopting AI solutions?

  1. Risk management committee
  2. Steering committee
  3. Product management
  4. Internal audit

Question 110

After AI training data has been tested for biases, which of the following is MOST important to check in order to validate the effectiveness of the testing?

  1. Feedback on data validation is obtained from key stakeholders.
  2. Possible impacts from AI outputs remain within the acceptable risk level.
  3. AI processes will meet expected service turnaround time.
  4. Sensitive information from users is securely masked before input.