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ISACA Advanced in AI Risk Sample Questions:

1. Which of the following is the PRIMARY benefit of aligning AI risk management with existing organizational governance frameworks?

A) It promotes consistent enterprise-level oversight of AI activities and aligns decisioning with strategic objectives.
B) It standardizes AI acquisition processes across organizational business units.
C) It expedites approval processes for compliance with AI laws and regulations.
D) It emphasizes the development of specialized functional roles and clarifies AI risk responsibility boundaries.

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

3. Which of the following poses the GREATEST challenge related to the protection of intellectual property generated by AI solutions?

A) Difficulty in customizing training materials for users on confidential data handling in AI environments
B) Use of third-party AI service providers that have zero-data retention policies
C) Inherent risk in fundamental AI use cases such as general inquiries or administrative tasks
D) Lack of regulatory clarity regarding the copyright status of AI-generated content

4. An organization uses an AI model that learns from live data streams. Which of the following is the BEST course of action to manage the risk of an adaptive model?

A) Restrict data sources and perform periodic data quality inspections.
B) Utilize a defense-in-depth control approach for model access.
C) Implement automated monitoring to detect data drift and data poisoning.
D) Apply dynamic performance thresholds and conduct scheduled recalibrations.

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

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

Solutions: