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Exam Code:	AAIA
Exam Name:	ISACA Advanced in AI Audit
Certification Provider:	ISACA
Free Question Number:	111
Version:	v2026-07-01
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# of Questions views:	6857
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Leo - Oct 08, 2026

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Merry - Sep 16, 2026

Passed today in France, AAIA exam was more difficult then I expected. Needs more preparation for i only studied the AAIA practice questions for one day. I couldn't remember about 4 questions. Nevertheless, i passed it. Good luck.

Other Version: 439 viewsISACA.AAIA.v2025-12-04.q44

Exam Question List: Question 1: An IS auditor is evaluating an organization ' s incident man...; Question 2: Which of the following data management practices poses the G...; Question 3: Which of the following is the BEST way to support the develo...; Question 4: During an audit of an investment organization ' s AI-powered...; Question 5: When auditing an AI system, which of the following steps ens...; Question 6: An IS auditor is reviewing a dataset used by a university to...; Question 7: Which of the following is the GREATEST risk associated with ...; Question 8: A generative AI system has a validation control in place to ...; Question 9: When utilizing a machine learning (ML) model to predict whet...; Question 10: An organization has deployed a generative AI system for cust...; Question 11: What should be the IS auditor ' s GREATEST concern when an o...; Question 12: An IS auditor reviewed an AI-enabled software for processing...; Question 13: Which of the following is MOST important for an IS auditor t...; Question 14: Which of the following techniques BEST supports machine lear...; Question 15: Which of the following is the GREATEST challenge when auditi...; Question 16: An IS auditor is interviewing management about implemented c...; Question 17: Which of the following testing techniques would BEST validat...; Question 18: An AI tool is being implemented for a regional healthcare or...; Question 19: Which of the following would be MOST useful for an IS audito...; Question 20: Which of the following types of AI can use unlabeled data se...; Question 21: A newly deployed fraud detection model is misclassifying tra...; Question 22: When utilizing a machine learning (ML) model to predict whet...; Question 23: An organization implements a neural network-based AI system ...; Question 24: Which of the following is the BEST key performance indicator...; Question 25: An IS auditor notes the combined number of records utilized ...; Question 26: An IS auditor is testing an AI-based fraud detection system ...; Question 27: An organization is evaluating change management practices fo...; Question 28: An organization ' s system development process has been enha...; Question 29: Which of the following controls would MOST effectively mitig...; Question 30: An organization is adopting AI for its procurement and inven...; Question 31: An AI developer notices that the labeling guidelines changed...; Question 32: An IS auditor is auditing an AI system that predicts invento...; Question 33: Which metric should an IS auditor review to evaluate issues ...; Question 34: An organization ' s fraud detection model achieves high accu...; Question 35: Which of the following should be an IS auditor's GREATEST co...; Question 36: An IS auditor uses an internally developed generative AI too...; Question 37: Which of the following is the GREATEST concern when an audit...; Question 38: Which of the following techniques BEST assesses an AI model'...; Question 39: When using off-the-shelf AI models, which of the following i...; Question 40: An IS auditor identified data quality issues as a result of ...; Question 41: Which of the following is the BEST approach to mitigate the ...; Question 42: An AI audit tool incorrectly flagged that business decisions...; Question 43: The internal audit department of a large law firm plans to i...; Question 44: Which of the following is the PRIMARY benefit of implementin...; Question 45: Which of the following is MOST important to review in order ...; Question 46: When auditing a machine learning (ML) solution, false positi...; Question 47: An insurance organization deployed an AI tool for assigning ...; Question 48: Which of the following is the GREATEST benefit of integratin...; Question 49: The PRIMARY objective of auditing AI systems is to:...; Question 50: An IS auditor has discovered that an organization ' s AI sys...; Question 51: During a pre-implementation risk assessment, an AI model is ...; Question 52: Which of the following pre-processing steps would MOST effec...; Question 53: Which use case for an AI model to be used by a food delivery...; Question 54: When an auditor is using AI to test controls, what would be ...; Question 55: Which of the following BEST helps an organization manage bia...; Question 56: In deep learning neural networks, which of the following lay...; Question 57: Which of the following is the MOST important step in an AI i...; Question 58: Which of the following is the MOST important task when gathe...; Question 59: Which of the following is the GREATEST risk of using AI to g...; Question 60: Which of the following BEST enables an AI model to solve com...; Question 61: An IS auditor identifies that an AI model occasionally inven...; Question 62: Which metric is MOST important to consider when reviewing th...; Question 63: An AI social media platform uses an algorithm to increase us...; Question 64: Which of the following BEST demonstrates effective coordinat...; Question 65: Which of the following is the MOST important reason for meas...; Question 66: An organization deploys an AI recruitment platform to screen...; Question 67: Which of the following is an IS auditor ' s MOST important c...; Question 68: Which of the following is the GREATEST risk associated with ...; Question 69: An IS auditor is reviewing AI-driven processes that automate...; Question 70: When an IS auditor is reviewing results from an AI system, w...; Question 71: An IS auditor is testing an AI model used for determining in...; Question 72: Which of the following AI system characteristics would BEST ...; Question 73: An IS auditor is considering the integration of AI technique...; Question 74: Which of the following is MOST important to consider when au...; Question 75: An organization is using a large language model (LLM) to ass...; Question 76: An IS auditor reviewing documentation for an AI model notes ...; Question 77: During an audit of a bank ' s AI credit scoring system, an I...; Question 78: Which of the following insider threats involving the use of ...; Question 79: An IS auditor uses an AI model to summarize worksheets, but ...; Question 80: Which of the following is the PRIMARY advantage of using K-f...; Question 81: Which of the following is the GREATEST benefit of using AI t...; Question 82: Which role is BEST suited to define the implementation roadm...; Question 83: Which of the following is the GREATEST risk associated with ...; Question 84: Which of the following is the MOST important reason to condu...; Question 85: An organization is training a skin cancer recognition model....; Question 86: An IS auditor is planning an audit covering a vendor-provide...; Question 87: Which of the following is MOST important for an IS auditor t...; Question 88: An IS auditor is reviewing a dataset used by a university. W...; Question 89: Which of the following would be of GREATEST concern regardin...; Question 90: An IS auditor finds that an AI model ' s outputs are not bei...; Question 91: While evaluating a complex machine learning (ML) model used ...; Question 92: Which of the following is the GREATEST benefit of using larg...; Question 93: An organization plans to share customer data collected throu...; Question 94: An IS auditor is reviewing change documentation of an AI mod...; Question 95: Which of the following is the MOST frequent cause of generat...; Question 96: An IS auditor is planning an audit of an AI medical prognosi...; Question 97: What is the MOST important reason government organizations s...; Question 98: Which of the following is MOST important to consider when ev...; Question 99: An IS auditor for a veterinary clinic was informed that the ...; Question 100: An organization is using information gathered from customer ...; Question 101: Which of the following is the GREATEST data quality risk whe...; Question 102: Which of the following is the BEST approach to mitigate the ...; Question 103: An organization ' s AI model used in the recruitment screeni...; Question 104: Which control is MOST important to verify in order to ensure...; Question 105: Which of the following BEST ensures that an AI system compli...; Question 106: Which of the following is the GREATEST risk when a generativ...; Question 107: To confirm the fairness of AI model decisions, the BEST way ...; Question 108: Which of the following is the MOST important reason to estab...; Question 109: Which of the following metrics are the BEST indication of a ...; Question 110: A healthcare organization uses data clustering to group pati...; Question 111: Which of the following is the MOST important course of actio...

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