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ISACA Advanced in AI Risk Sample Questions:

1. Which of the following is the MOST important consideration when managing changes to an AI model in production?

A) Implementing stringent approval processes for user access to new model functionalities
B) Allowing operational teams to adjust configuration parameters for real-time performance tuning
C) Conducting rigorous validation to assess effects on predictive accuracy and model bias
D) Expediting rollout of changes in production to ensure service continuity and minimize downtime

2. An organization is integrating AI systems into core business operations and has decided to establish a formal process to align AI initiatives with corporate values. Which of the following is the GREATEST benefit of this decision?

A) Executive support for technical training and upskilling related to AI can be more effectively obtained.
B) The transparency and explainability of AI model decisions is enhanced for all stakeholder groups.
C) Ethical principles can be added to AI development and usage after deployment.
D) Return on investment (ROI) for new AI services can be evaluated more accurately.

3. An organization is integrating AI systems into core business operations and has decided to establish a formal process to align AI initiatives with corporate values. Which of the following is the GREATEST benefit of this decision?

A) Executive support for technical training and upskilling related to AI can be more effectively obtained.
B) The transparency and explainability of AI model decisions is enhanced for all stakeholder groups.
C) Ethical principles can be added to AI development and usage after deployment.
D) Return on investment (ROI) for new AI services can be evaluated more accurately.

4. Which of the following is the GREATEST risk when an AI system requires a specific safeguard that cannot be put in place because of technical constraints?

A) Deterioration of model accuracy due to restrictions on training datasets
B) Elevated residual exposure due to lack of effective controls
C) Degraded user experience resulting from reduced system performance
D) Increased operational inefficiency and reliance on manual processes

5. Which of the following is the PRIMARY purpose of maintaining comprehensive model cards and documentation?

A) Listing technical specifications
B) Providing model transparency
C) Preserving audit trails
D) Justifying model use cases

Solutions: