Itexamdump선택으로ISACA AAIR시험을 패스하도록 도와드리겠습니다. 우선 우리Itexamdump 사이트에서ISACA AAIR관련자료의 일부 문제와 답 등 샘플을 제공함으로 여러분은 무료로 다운받아 체험해보실 수 있습니다. 체험 후 우리의Itexamdump에 신뢰감을 느끼게 됩니다. Itexamdump에서 제공하는ISACA AAIR덤프로 시험 준비하세요. 만약 시험에서 떨어진다면 덤프전액환불을 약속 드립니다.
| Section | Weight | Objectives |
|---|---|---|
| AI Life Cycle Risk Management | 21% | - AI Implementation, Maintenance, and Decommissioning - AI Data and Asset Management - AI Design, Development/Procurement, and Documentation - AI Model Training, Testing, and Validation |
| AI Risk Program Management | 42% | - AI Risk Identification and Assessment - AI Risk Response and Mitigation - AI Risk Assurance and Continuous Improvement - AI Risk Monitoring and Reporting |
| AI Risk Governance and Framework Integration | 37% | - AI Models, Frameworks, Strategies, and Use Cases - AI Policies, Procedures, and Organizational Training - AI Regulatory Compliance and Legal Considerations - AI Organizational Processes and Alignment - AI Trustworthiness, Ethical and Societal Implications - AI Ownership, Oversight, and Accountability |
제일 간단한 방법으로 가장 어려운 문제를 해결해드리는것이Itexamdump의 취지입니다.ISACA인증 AAIR시험은 가장 어려운 문제이고Itexamdump의ISACA인증 AAIR 덤프는 어려운 문제를 해결할수 있는 제일 간단한 공부방법입니다. Itexamdump의ISACA인증 AAIR 덤프로 시험준비를 하시면 아무리 어려운ISACA인증 AAIR시험도 쉬워집니다.
질문 # 143
An organization formally accepts residual risk for a low-impact AI capability after confirming it falls within the enterprise risk tolerance.
What is the primary benefit of this risk acceptance action?
정답：B
설명：
Within the ISACA Advanced in AI Risk framework, program management connects risk identification, control selection, treatment, monitoring, resilience, third-party oversight, and reporting to enterprise risk objectives. When residual risk is within tolerance and affects non-critical functions, formal acceptance is proportionate and allows scarce mitigation resources to be directed toward higher-impact exposures.
Acceptance must still be documented and monitored rather than treated as inaction. This makes option A, It enables the allocation of mitigation resources to more critical AI-specific issues, the strongest answer. The other choices describe narrower technical, operational, performance, or administrative considerations and do not address the primary risk-management objective in the scenario as directly. A risk practitioner should select the response that most effectively reduces the stated exposure while preserving appropriate oversight, traceability, and alignment with organizational risk tolerance and business requirements.
질문 # 144
Which of the following is the PRIMARY benefit of tailoring AI governance to an organization's culture and risk tolerance?
정답：B
설명：
AI governance frameworks that are disconnected from organizational culture and risk tolerance face adoption resistance and produce policies that are either too restrictive or too permissive. Tailored governance is more likely to be embraced by stakeholders and produce risk policies calibrated to the organization's actual risk appetite.
Why B is Correct: The ISACA AAIR Study Guide emphasizes that governance tailored to culture and risk tolerance produces two primary benefits: stakeholders are more likely to accept and follow governance policies that reflect their own values and operational realities, and the resulting policies are appropriately calibrated to actual risk appetite rather than generic standards. Together, these produce more effective, sustainable governance.
Why A is Wrong: Model explainability is a technical property of individual AI systems, not a governance tailoring outcome. Regulatory compliance may improve with tailored governance but is a compliance benefit, not the primary benefit of cultural alignment.
Why C is Wrong: Automation of risk assessment and accountability clarity are process improvements that may result from better governance design but are not the primary benefit of cultural and risk tolerance alignment.
Why D is Wrong: Training programs and reskilling are workforce development activities. While governance reform may highlight training needs, skills development is an enabling activity rather than the primary benefit of culturally tailored governance.
질문 # 145
An organization adopts a third-party AI service under a shared responsibility model. Which of the following is the MOST important area of focus for the risk practitioner?
정답：C
설명：
The shared responsibility model creates complexity in AI governance because control obligations are distributed between the organization and the vendor. The most critical risk is ambiguity about who owns specific controls and who makes decisions when issues arise.
Why D is Correct: The ISACA AAIR framework identifies documented assignment of control ownership as the cornerstone of shared responsibility governance. Without explicit documentation of which controls the organization owns versus which the vendor owns, and who has decision authority in each scenario, gaps and overlaps emerge that allow risks to go unmanaged. Named ownership ensures accountability persists across the shared boundary.
Why A is Wrong: Staff training on procedures is important but addresses operational readiness rather than the fundamental governance challenge of shared responsibility. Training supports a well-structured model but cannot substitute for defined ownership.
Why B is Wrong: Contractual liability clauses are legal protections that determine financial recourse after incidents. While essential, they do not prevent governance gaps from forming during normal operations.
Why C is Wrong: Data pathway testing is a security assurance activity addressing technical controls. It verifies control function but does not establish who owns those controls or what authority they have in the shared model.
질문 # 146
Which of the following would be of GREATEST concern to a risk practitioner reviewing the testing and validation of an AI-driven technical support system?
정답：D
설명：
AI-driven technical support systems rely on accurate, current knowledge to resolve user issues. Model drift causes the system to diverge from real-world conditions, producing inaccurate outputs that erode user trust, increase escalations, and potentially cause harm if incorrect technical guidance is followed.
Why A is Correct: According to ISACA AAIR validation guidance, inaccurate outputs from model drift represent the greatest risk in a technical support AI because they directly compromise the system's core function-providing correct technical guidance. Inaccurate outputs lead to unresolved issues, potential system damage from wrong instructions, and reputational harm. Unlike the other options, drift-driven inaccuracy affects every user interaction and cannot be remediated without model updates.
Why B is Correct Context: Infrequent training dataset updates are a contributing cause of model drift and are a serious concern, but they are an input factor rather than the manifest risk itself. The concern is the resulting inaccuracy.
Why C is Wrong: Encryption is a security control for data in storage and transit. While important for confidentiality, it does not affect the accuracy of AI outputs or the system's ability to provide correct technical guidance.
Why D is Wrong: Excessive manual sampling is a testing methodology concern that may reduce testing coverage efficiency. However, it represents a process inefficiency rather than a direct risk to output quality- the model's accuracy is the greater concern.
질문 # 147
Which of the following is the MOST significant risk when an organization depends on a single AI vendor ' s proprietary environment?
정답：A
설명：
Within the ISACA Advanced in AI Risk framework, program management connects risk identification, control selection, treatment, monitoring, resilience, third-party oversight, and reporting to enterprise risk objectives. Dependence on a single proprietary AI environment can create vendor lock-in, making migration technically difficult, operationally disruptive, and expensive. Transparency and scalability are relevant concerns, but prohibitive switching costs are the central dependency risk. This makes option B, Prohibitive migration costs, the strongest answer. The other choices describe narrower technical, operational, performance, or administrative considerations and do not address the primary risk-management objective in the scenario as directly. A risk practitioner should select the response that most effectively reduces the stated exposure while preserving appropriate oversight, traceability, and alignment with organizational risk tolerance and business requirements.
질문 # 148
......
많은 시간과 돈이 필요 없습니다. 30분이란 특별학습가이드로 여러분은ISACA AAIR인증시험을 한번에 통과할 수 있습니다, Itexamdump에서ISACA AAIR시험자료의 문제와 답이 실제시험의 문제와 답과 아주 비슷한 덤프만 제공합니다.
AAIR자격증참고서: https://www.itexamdump.com/AAIR.html