Isaca ISACA Advanced in AI Risk AAIR Question # 54 Topic 6 Discussion
AAIR Exam Topic 6 Question 54 Discussion:
Question #: 54
Topic #: 6
A risk practitioner is performing a risk assessment of an AI system that will be used to predict failures in aircraft components. Which of the following is the MOST important design consideration in this context?
A.
Integration with existing maintenance systems
B.
Capacity to handle rapid increases in sensor input
Within the ISACA Advanced in AI Risk framework, life-cycle controls should protect data quality, model design, testing, validation, monitoring, change management, and secure retirement of AI systems. Aircraft-component failure prediction is safety-critical, so robust safety validation must demonstrate acceptable behavior, limitations, and failure modes before reliance. Integration, sensor capacity, and maintenance history support performance but do not replace safety assurance. This makes option C, Robust safety validation mechanisms, 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.
Contribute your Thoughts:
Chosen Answer:
This is a voting comment (?). You can switch to a simple comment. It is better to Upvote an existing comment if you don't have anything to add.
Submit