AAIA Practice Test

AAIA Practice Test practice questions, page 8 of 23, with answer review and explanations.

Question 36

Which of the following is MOST important to review in order to gain assurance that an AI model is performing without biases?

  1. AI model temperature
  2. AI development environment
  3. AI training data
  4. AI model adaptability

Question 37

Which of the following is the MOST important risk for an IS auditor to consider when reviewing the adoption of an AI system?

  1. Immaturity of AI systems in the industry
  2. Resistance to the use of AI technology
  3. Costs associated with AI system maintenance
  4. Bias in AI system decision making

Question 38

During an audit of an investment organization's AI-powered software, an IS auditor identifies a potential security risk. What is the GREATEST risk associated with staff exfiltrating organizational data to a generative AI tool?

  1. Excessive reliance on AI-generated insights
  2. Unauthorized data disclosure
  3. Potential business disruptions
  4. Data contamination due to biased AI model outputs

Question 39

Which of the following will provide the BEST evidence to support the alignment of an AI model with an organization’s business objectives?

  1. AI change management requests
  2. AI model vulnerability assessment
  3. AI acceptable use policy
  4. AI model inventory

Question 40

An organization uses third-party licensed data for training its AI models. During an audit, it is discovered that data usage restrictions were violated. Which of the following is the IS auditor’s MOST appropriate recommendation?

  1. Review all organizational data agreements.
  2. Discontinue use of the AI model training data.
  3. Strengthen system development life cycle (SDLC) controls.
  4. Implement stronger data clustering techniques.