Free PDF 2025 ISACA AAIA: Valid ISACA Advanced in AI Audit Exam Simulator Online

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ISACA AAIA Exam Syllabus Topics:

Topic	Details
Topic 1	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 2	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.
Topic 3	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.

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ISACA Advanced in AI Audit Sample Questions (Q66-Q71):

NEW QUESTION # 66
When auditing a research agency's use of generative AI models for analyzing scientific data, which of the following is MOST critical to evaluate in order to prevent hallucinatory results and ensure the accuracy of outputs?

A. The algorithms for generative AI models designed to detect and correct data bias before processing
B. The frequency of data audits verifying the integrity and accuracy of inputs
C. The measures in place to ensure the appropriateness and relevance of input data for generative AI models
D. The effectiveness of data anonymization processes that help preserve data quality

Answer: C

NEW QUESTION # 67
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 space required for AI hardware
D. The speed of AI implementation

Answer: B

NEW QUESTION # 68
Which of the following is the PRIMARY benefit of implementing a robust data governance framework specific to AI solutions in an organization?

A. It fosters adherence to industry regulations while minimizing the risk of data breaches and privacy violations.
B. It reduces the need for human oversight, ensuring seamless and autonomous data governance.
C. It accelerates AI implementation timelines by fully automating data preparation processes.
D. It focuses on enhancing the accuracy and reliability of AI model predictions.

Answer: A

NEW QUESTION # 69
The PRIMARY objective of auditing AI systems is to:

A. Maximize system efficiency and throughput.
B. Minimize algorithm latency and information storage impacts.
C. Identify biases and decision transparency.
D. Optimize user experience and interface satisfaction.

Answer: C

NEW QUESTION # 70
Which of the following BEST detects model drift or unexpected changes in AI model outputs?

A. Anomaly monitoring
B. Standardization of AI configurations
C. AI model documentation reviews
D. AI model retraining

Answer: A

NEW QUESTION # 71
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Free PDF 2025 ISACA AAIA: Valid ISACA Advanced in AI Audit Exam Simulator Online

ISACA AAIA Exam Syllabus Topics:

Compatible ISACA AAIA Desktop Based Practice Software

ISACA Advanced in AI Audit Sample Questions (Q66-Q71):

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