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AAIR Q&A - in .pdf
AAIR Value Pack
(Frequently Bought Together)
- Exam Code: AAIR
- Exam Name: ISACA Advanced in AI Risk
Online Testing Engine supports Windows / Mac / Android / iOS, etc., because it is the software based on WEB browser.- If you purchase ISACA AAIR Value Pack, you will also own the free online Testing Engine.
- Updated: Oct 06, 2026
- Q & A: 182 Questions and Answers
- AAIR PDF + PC Testing Engine + Online Testing Engine
- Value Pack Total: $119.98 $79.99
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AAIR Q&A - Testing Engine
- Exam Code: AAIR
- Exam Name: ISACA Advanced in AI Risk
- Updated: Oct 06, 2026
- Q & A: 182 Questions and Answers
- Uses the World Class AAIR Testing Engine.
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Real AAIR exam questions with answers.
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ISACA AAIR Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Risk Governance and Framework Integration | 37% | - AI Models, Frameworks, Strategies, and Use Cases - AI Organizational Processes and Alignment - AI Ownership, Oversight, and Accountability |
| Topic 2: AI Risk Program Management | 42% | - AI risk assessment and treatment strategies - AI governance communication and reporting - Enterprise AI risk program design - AI risk monitoring and continuous improvement |
| Topic 3: AI Life Cycle Risk Management | - AI bias, drift, transparency, and control evaluation - AI development, deployment, and monitoring risks - AI model and data risk identification |
ISACA Advanced in AI Risk Sample Questions:
Question #1
An organization embeds AI into existing processes without integrating AI risk practices into enterprise governance. Which of the following should a risk practitioner regard as the GREATEST organizational risk?
- A. Inadequate regulatory compliance documentation
- B. Unclear ownership leading to divergent controls and conflicting objectives
- C. Overly technical focus that is not aligned with business goals
- D. Difficulty in obtaining business executive approval for AI innovation initiatives
Correct Answer: B 🗳️
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Question #2
Which of the following is the BEST risk response when an organization identifies that ethical and legal exposures from a new non-critical AI system exceeds its risk tolerance?
- A. Avoidance
- B. Mitigation
- C. Acceptance
- D. Transfer
Correct Answer: A 🗳️
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Question #3
Which of the following is the MOST important reason that risk practitioners should distinguish among traditional supervised models, unsupervised models, and large language models (LLMs) when assessing AI risk?
- A. Unsupervised models inherently introduce more hallucination risk.
- B. Each type of model has different explainability, fairness, and resiliency profiles.
- C. Data used for LLMs requires more extensive cleaning and preprocessing.
- D. Parameter counts and complexity vary widely between different model types.
Correct Answer: B 🗳️
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Question #4
Which of the following is the BEST course of action to mitigate risk during model selection of supervised or unsupervised algorithms?
- A. Emphasize the generalization capability of algorithms.
- B. Prioritize cost reductions related to computational requirements.
- C. Require the use of supervised learning for model training projects.
- D. Align algorithmic capabilities to intended use cases.
Correct Answer: D 🗳️
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Question #5
Which of the following should be the PRIMARY consideration when determining the priority for restoration of AI systems following a model exfiltration attack?
- A. Reliance on the AI system for critical business requirements
- B. AI-specific expertise among business continuity team members
- C. Availability of externally vetted datasets for AI model retraining
- D. Cost of AI system vulnerability testing and patch deployment
Correct Answer: A 🗳️
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ISACA AAIR PDF version
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