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Exam AAIA Exercise - Certification AAIA Test Questions
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ISACA AAIA Exam Syllabus Topics:
Topic
Details
Topic 1
- Auditing Tools and Techniques: This section of the exam measures the skills of AI auditors and centers on auditing AI systems using appropriate tools and methods. It includes audit planning and design, sampling methodologies specific to AI, collecting audit evidence, using data analytics for quality assurance, and producing AI audit outputs and reports, including follow-up and quality control measures.
Topic 2
- AI GOVERNANCE AND RISK: It encompasses understanding different AI models and their life cycles, guiding AI strategy, defining roles and policies, managing AI-related risks, overseeing data privacy and governance, and ensuring adherence to ethical practices, standards, and regulations.
Topic 3
- AI Operations: It covers managing AI-specific data needs—including collection, quality, security, and classification—applying development lifecycle methodologies with privacy and security by design, change and incident management, testing AI solutions, identifying AI-related threats and vulnerabilities, and supervising AI deployments.
100% Pass ISACA - AAIA - ISACA Advanced in AI Audit Authoritative Exam Exercise
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ISACA Advanced in AI Audit Sample Questions (Q77-Q82):
NEW QUESTION # 77
Which of the following is MOST important to consider when deciding whether to implement an AI solution?
- A. The cost of AI implementation
- B. The ethical implications of AI
- C. The speed of AI implementation
- D. The space required for AI hardware
Answer: B
NEW QUESTION # 78
An IS auditor notes that an AI model achieved significantly better results on training data than on test dat a. Which of the following problems with the model has the IS auditor identified?
- A. Underfitting
- B. Overfitting
- C. Generalization
- D. Bias
Answer: B
NEW QUESTION # 79
Which of the following will provide the BEST evidence to support the alignment of an AI model with an organization's business objectives?
- A. AI model vulnerability assessment
- B. AI model inventory
- C. AI change management requests
- D. AI acceptable use policy
Answer: B
NEW QUESTION # 80
From a data appropriateness and bias perspective, which of the following should be of GREATEST concern when reviewing an AI model used in a credit scoring system?
- A. The model considers the applicant's income level as a key factor in the credit decision.
- B. The model utilizes historical credit data to predict future credit behavior.
- C. The model incorporates the applicant's loan history to assess spending habits.
- D. The model uses postal codes as a primary factor in determining creditworthiness.
Answer: D
NEW QUESTION # 81
Which use case for an AI model to be used by a food delivery service would pose ethical risk to the organization?
- A. Comparing total food preparation and delivery time to an industry benchmark to set key performance and risk indicators for individual restaurants
- B. Correlating time, cost, delivery distance, and customer satisfaction metrics to issue coupons to customers receiving substandard service
- C. Using customer service metrics for service speed and food quality to predict customer retention and forecast revenue
- D. Basing driver retention and termination decisions on the number of delivered orders per total hours worked as compared to an industry benchmark
Answer: D
NEW QUESTION # 82
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