ISACA AI Risk AAIR

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ISACA Advanced in AI Risk Sample Questions:

1. An organization deploys an autonomous system that makes decisions affecting compliance with regulations.
If those decisions could potentially produce regulatory breaches, which of the following BEST helps to manage associated liability exposures?

A) Restricting AI deployment to use cases with lower impact and delaying broader operational integration
B) Routing escalations through a single point of contact and prohibiting disclosure of proprietary information
C) Retaining documentation that provides explainability for decisions and embedding controls in oversight processes
D) Creating a separate compliance program for AI obligations and maintaining distinct reporting channels

2. Which of the following is the BEST course of action to mitigate risk during model selection of supervised or unsupervised algorithms?

A) Prioritize cost reductions related to computational requirements.
B) Align algorithmic capabilities to intended use cases.
C) Require the use of supervised learning for model training projects.
D) Emphasize the generalization capability of algorithms.

3. Which of the following is the PRIMARY benefit of integrating AI-driven business intelligence into enterprise risk processes?

A) Automated production of technical performance reports for AI business tools
B) Reduced costs through elimination of redundant business risk oversight mechanisms
C) Enhanced alignment of analysis outputs with organizational risk thresholds
D) Centralized governance of AI inventory and classification activities

4. An election oversight body is considering the use of AI to identify irregularities in voting patterns. Which of the following is the MOST important risk to evaluate?

A) Identification of voter locations
B) Susceptibility to contextual drift
C) Distrust of AI among political interest groups
D) Amplification of biases in historical data

5. Which of the following BEST enables an organization adopting AI solutions to foster an ethical and risk- aware culture?

A) All business units use checklists to ensure AI risk and ethical concerns are addressed.
B) Leadership consistently models ethical behavior and values for AI development and use.
C) AI policies include clear disciplinary actions for violations of risk and ethical standards.
D) Senior management representatives actively participate in industry conferences related to AI ethics.

Solutions: