Passing exam with AAIR latest training materials
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Updated: Aug 11, 2026
No. of Questions: 92 Questions & Answers with Testing Engine
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ISACA AAIR Exam Overview:
| Certification Vendor: | ISACA |
| Exam Name: | ISACA Advanced in AI Risk (AAIR) |
| Exam Number: | AAIR |
| Certificate Validity Period: | No fixed expiry (continuing professional education required for maintenance) |
| Exam Duration: | 120 minutes |
| Real Exam Qty: | 100 (estimated) |
| Passing Score: | Typically 65% (ISACA standard scaled scoring may apply) |
| Exam Format: | Multiple choice |
| Related Certifications: | CRISC CISM CGEIT |
| Exam Price: | USD 575 (non-member, estimated ISACA standard pricing range) |
| Available Languages: | English |
| Sample Questions: | ISACA AAIR Sample Questions |
| Exam Way: | Online and testing center delivery options (computer-based exam) |
| Pre Condition: | Recommended: familiarity with IT governance, risk management, and AI/ML fundamentals; related ISACA certifications beneficial |
| Official Syllabus URL: | https://www.isaca.org |
ISACA AAIR Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| AI Governance and Strategy | - AI governance frameworks and organizational oversight
|
| Ethics, Privacy, and Responsible AI | - Ethical AI principles and compliance
|
| Regulatory and Compliance Requirements | - Global AI regulatory landscape
|
| AI Lifecycle Controls | - Controls across AI development lifecycle
|
| AI Risk Management | - Risk identification and assessment for AI systems
|
ISACA Advanced in AI Risk Sample Questions:
1. After which of the following events is it MOST important to update risk ratings?
A) Creation of a new AI risk oversight committee
B) Discovery of discriminatory outputs from an AI system
C) Vulnerability patch deployment for an AI system
D) Addition of new metrics tracked by automated monitoring
2. An organization uses AI to generate procedure documents for operational processes. Which of the following would be of GREATEST concern to a risk practitioner?
A) AI-generated procedure manuals include outdated procedures.
B) The AI model is used to generate procedures for high-risk activities.
C) AI-generated procedure documents do not undergo human review.
D) The procedures are not aligned to organizational policy.
3. Which of the following is the BEST way to integrate AI risk management into operational procedures?
A) Introduce AI risk assessment stages throughout the development and deployment process.
B) Require AI risk committee approval for changes involving automation of manual tasks.
C) Engage regular third-party audits of AI process and workflow documentation.
D) Require organization-wide training on AI legal and regulatory requirements.
4. Which of the following is the PRIMARY reason to lower AI model temperature?
A) To reduce energy consumption and environmental impact
B) To mitigate the risk of persistent bias in responses to users
C) To enhance consistency and accuracy of model outputs
D) To diversify ideas and recommendations generated by the model
5. Which of the following is a risk practitioner's BEST recommendation to establish accountability for AI system outputs and decisions?
A) Continuous monitoring and key performance indicators (KPIs)
B) Regular reviews of resource allocation for AI projects
C) Formal documented role assignments with named owners
D) Centralized governance task force for model decision authority
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: C |
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