어떻게ISACA인증AAIR시험을 패스하느냐 에는 여러 가지 방법이 있습니다. 하지만 여러분의 선택에 따라 보장도 또한 틀립니다. 우리ITDumpsKR 에서는 아주 완벽한 학습가이드를 제공하며,ISACA인증AAIR시험은 아주 간편하게 패스하실 수 있습니다. ITDumpsKR에서 제공되는 문제와 답은 모두 실제ISACA인증AAIR시험에서나 오는 문제들입니다. 일종의 기출문제입니다.때문에 우리ITDumpsKR덤프의 보장 도와 정확도는 안심하셔도 좋습니다.무조건ISACA인증AAIR시험을 통과하게 만듭니다.우리ITDumpsKR또한 끈임 없는 덤프갱신으로 페펙트한ISACA인증AAIR시험자료를 여러분들한테 선사하겠습니다.
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Risk Governance and Framework Integration | 37% | - AI Organizational Processes and Alignment - AI Models, Frameworks, Strategies, and Use Cases - AI Ownership, Oversight, and Accountability |
| Topic 2: AI Life Cycle Risk Management | - AI development, deployment, and monitoring risks - AI bias, drift, transparency, and control evaluation - AI model and data risk identification | |
| Topic 3: AI Risk Program Management | 42% | - AI governance communication and reporting - AI risk monitoring and continuous improvement - AI risk assessment and treatment strategies - Enterprise AI risk program design |
IT업계에서 자신만의 위치를 찾으려면 자격증을 많이 취득하는것이 큰 도움이 될것입니다. ISACA 인증 AAIR시험은 아주 유용한 시험입니다. ISACA 인증AAIR시험출제경향을 퍼펙트하게 연구하여ITDumpsKR에서는ISACA 인증AAIR시험대비덤프를 출시하였습니다. ITDumpsKR에서 제공해드리는ISACA 인증AAIR시험덤프는 시장에서 판매하고 있는ISACA 인증AAIR덤프중 가장 최신버전덤프로서 덤프에 있는 문제만 공부하시면 시험통과가 쉬워집니다.
질문 # 37
Which of the following is the GREATEST concern when AI risk management operates separately from enterprise risk management (ERM)?
정답：A
설명：
Enterprise Risk Management (ERM) provides the strategic framework within which all organizational risks- including AI risks-should be managed. When AI risk management operates in isolation, it loses connection to enterprise strategy, risk appetite, and cross-functional control objectives.
Why A is Correct: The ISACA AAIR curriculum identifies strategic control alignment as a foundational ERM integration requirement. When AI risk operates independently, controls may conflict with or duplicate enterprise controls, risk appetite thresholds may differ, and AI risks cannot be aggregated or prioritized alongside other organizational risks. This misalignment creates blind spots at the enterprise level and undermines coherent strategic risk management.
Why B is Wrong: Inconsistent regulatory reporting is a compliance concern but is a downstream consequence of poor governance rather than the greatest organizational risk from separation. Regulatory gaps can often be patched operationally without full integration.
Why C is Wrong: Training cost increases represent a financial efficiency concern unrelated to the governance challenge of separate risk management functions. ROI impacts are not driven by organizational structure of risk management.
Why D is Wrong: Redundant documentation is an operational inefficiency, not a strategic risk. Duplicated records are wasteful but do not threaten organizational strategy or expose the enterprise to unmanaged risk.
질문 # 38
An AI risk assessment identifies high-impact exploitable vulnerabilities in an AI model. No practical remediation controls are available to address these flaws before the planned go-live date.
What is the risk practitioner’s recommended risk response?
정답：D
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. A high-risk model with known high-impact exploitable vulnerabilities should not be released when no effective fixes are available. Postponing launch is a risk-avoidance response that prevents knowingly introducing unacceptable exposure into production. This makes option D, Postpone the launch and communicate the delay to stakeholders, 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 # 39
Which of the following is the MOST important consideration when selecting controls for AI systems?
정답：D
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. Control selection should start with approved policy, governance, and oversight requirements.
Performance metrics, staff expertise, and integration with existing security processes are important implementation considerations, but controls must first be authorized and aligned with the organization ' s governance framework. This makes option A, Alignment with approved policy and oversight frameworks, 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 # 40
Which of the following is the GREATEST risk when AI governance fails to incorporate stakeholder perspectives in policy and design decisions?
정답：D
설명：
Within the ISACA Advanced in AI Risk framework, governance decisions should align AI use with policy, accountability, stakeholder expectations, risk appetite, and applicable legal or ethical obligations. Excluding stakeholder perspectives can produce AI behavior and outputs that do not match the intended business case, affected-user needs, or acceptable values. Governance must incorporate those perspectives so technical success does not become business or societal misalignment. This makes option A, Misalignment of AI behavior and outputs with expected business cases, 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 # 41
An organization is selecting an AI model for a solution that requires the creation of new content. It is MOST important to consider selecting:
정답：A
설명：
Different AI model architectures are optimized for different tasks. Content creation requires a model that can generate novel outputs-text, images, audio, or code-rather than classify, cluster, or optimize decisions based on rules or rewards.
Why A is Correct: According to ISACA AAIR AI technology selection guidance, generative models are specifically designed to synthesize new content by learning the underlying probability distributions of training data. They can produce novel, contextually appropriate outputs-exactly what content creation requires.
Large language models (LLMs), diffusion models, and GANs are generative architectures designed for this purpose.
Why B is Wrong: Unsupervised clustering groups existing data points by similarity but does not generate new content. It is used for pattern discovery and segmentation, not creative output generation.
Why C is Wrong: Rule-based expert systems execute predefined logic trees and cannot produce novel content beyond the rules explicitly encoded. They are rigid, deterministic systems unsuitable for open-ended content creation.
Why D is Wrong: Reinforcement learning optimizes decision sequences to maximize cumulative rewards. It is suited for sequential decision-making tasks (games, robotics, recommendation systems) but is not the appropriate architecture for direct content generation.
질문 # 42
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