AAIR AI Risk Governance And Framework Integration Practice Question
An organization is using 'AI Model Monitoring' to track 'Concept Drift'. Why is this a risk governance issue?
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
✓
It signals that the model's predictive accuracy is degrading due to changes in the data context.
Concept drift indicates that the model is no longer operating in the environment it was trained for, leading to inaccurate predictions and potential risk.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
It indicates the model is running out of memory.
Why it's wrong here
Memory issues are infrastructure-related, not concept drift-related.
- ✗
It is not a risk issue; it is a maintenance issue.
Why it's wrong here
Performance failure is a material risk.
- ✓
It signals that the model's predictive accuracy is degrading due to changes in the data context.
Why this is correct
Drift is a performance risk that requires management intervention.
- ✗
It shows that the model is 'thinking' too slowly.
Why it's wrong here
Latency is an performance issue, not drift.
About these practice questions
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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.