AAIA Practice Test

AAIA Practice Test practice questions, page 9 of 23, with answer review and explanations.

Question 41

Which of the following is the MOST significant risk associated with a deep learning system algorithm being updated as it learns?

  1. System algorithms can easily be modified by attackers because the algorithms reside in system memory.
  2. Project stakeholders may not endorse the system because its behavior may be contrary to their expectations.
  3. Operational risk may increase because the system is continuously running.
  4. The system may generate discriminatory output because of biases in training data.

Question 42

When assessing the potential risk of implementing an AI system, it is MOST important to validate the model's:

  1. processing speed and computational efficiency,
  2. decision-making explanations and interpretability of its outputs,
  3. number of parameters and its overall complexity,
  4. compatibility with existing legacy software used by the organization.

Question 43

An organization uses an AI video generation platform to create videos for public audiences. An IS auditor notes that there are no clear governance policies defining how viewers should be informed that content is generated by AI. Which of the following recommendations would BEST ensure the ethical use of AI within this platform?

  1. Establish a policy requiring all AI-generated content to be labeled as such for transparency.
  2. Improve the production quality of AI-generated content to match industry standards.
  3. Conduct regular content accuracy checks to ensure AI-generated videos meet quality expectations.
  4. Limit access to the video generation platform to approved users within the organization.

Question 44

Which of the following would be of GREATEST concern to an IS auditor reviewing an organization’s AI policies and procedures?

  1. The documentation of AI models does not address business resiliency and disaster recovery.
  2. The AI model does not have an approval process for production changes.
  3. External validation is not required for AI systems before deployment.
  4. The data privacy policy has not been reviewed in the past three years.

Question 45

An IS auditor is participating in a task force to select an AI solution vendor. The vendor states that their product is only functional with web integration activated. Which of the following is the GREATEST concern?

  1. AI training model environment
  2. Inappropriate algorithms used by the vendor
  3. Data hallucinations and biases
  4. Impacts on employee and contractor workforces