AAIR AI Risk Governance And Framework Integration Practice Question
A board of directors requests a dashboard view of AI model drift. Which metric is most appropriate for a board-level risk report?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Feature drift threshold violations
The board requires high-level risk indicators rather than granular performance metrics like F1 scores.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Feature drift threshold violations
Why this is correct
Drift threshold violations indicate a system is deviating from its validated risk profile.
- ✗
Mean Squared Error (MSE)
Why it's wrong here
MSE is too technical for a board-level report.
- ✗
GPU utilization percentage
Why it's wrong here
This is an operational/infrastructure metric.
- ✗
Latency per inference request
Why it's wrong here
Latency is a performance metric, not a primary risk indicator for the board.
About these practice questions
This AAIR question is part of Courseiva's 199-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official ISACA exam blueprint
This AAIR practice question is part of Courseiva's free ISACA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AAIR exam.