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ISACA AAIR Q&A - in .pdf
ISACA 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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ISACA 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
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ISACA AAIR Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI Risk Program Management | 42% | - AI Risk Response and Mitigation - AI Risk Assurance and Continuous Improvement - AI Risk Monitoring and Reporting - AI Risk Identification and Assessment |
| AI Life Cycle Risk Management | 21% | - AI Model Training, Testing, and Validation - AI Data and Asset Management - AI Design, Development/Procurement, and Documentation - AI Implementation, Maintenance, and Decommissioning |
| AI Risk Governance and Framework Integration | 37% | - AI Models, Frameworks, Strategies, and Use Cases - AI Trustworthiness, Ethical and Societal Implications - AI Policies, Procedures, and Organizational Training - AI Regulatory Compliance and Legal Considerations - AI Ownership, Oversight, and Accountability - AI Organizational Processes and Alignment |
ISACA Advanced in AI Risk Sample Questions:
Question #1
An organization has identified a moderate AI exposure from potential model inaccuracies that could affect internal reporting. The risk falls within the organization ' s defined tolerance. Which of the following is the BEST course of action?
- A. Adjust the model temperature to its lowest possible value and conduct comprehensive retesting.
- B. Take the system offline until the model has been retrained and produces more accurate outputs.
- C. Accept the inherent risk and continue to monitor performance against organizational thresholds.
- D. Allocate more resources for additional human review cycles to identify accuracy and bias in model outputs.
Correct Answer: C 🗳️
Explanation: Only visible for PracticeDump members. You can sign-up / login (it's free).
Question #2
Risk practitioners use automated tools to generate potential AI risk scenarios. Which of the following represents the GREATEST risk from that approach?
- A. Likelihood and impact scoring may be more complex.
- B. Scenarios may not account for all process interdependencies.
- C. Impacts from model changes may be underestimated.
- D. Emerging adversarial attack vectors may be overlooked.
Correct Answer: B 🗳️
Explanation: Only visible for PracticeDump members. You can sign-up / login (it's free).
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 🗳️
Explanation: Only visible for PracticeDump members. You can sign-up / login (it's free).
Question #4
Which of the following is MOST important to evaluate when selecting a vendor for a third-party large language model (LLM)?
- A. Whether the vendor ' s service level agreements (SLAs) align with corporate strategy
- B. How the vendor handles data during model training and inference
- C. How the vendor selects machine learning (ML) methods
- D. Whether the vendor offers subscription-based service options
Correct Answer: B 🗳️
Explanation: Only visible for PracticeDump members. You can sign-up / login (it's free).
Question #5
Which of the following is the GREATEST risk when organizational risk tolerance is not embedded into AI policies?
- A. Overly prescriptive controls inhibiting organizational innovation
- B. Inconsistent governance decisions that fail to mitigate unacceptable impacts
- C. Insufficient monitoring of accuracy and bias in AI model responses
- D. Inaccurate classification of emerging risk related to AI system vulnerabilities
Correct Answer: B 🗳️
Explanation: Only visible for PracticeDump members. You can sign-up / login (it's free).
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