AAIA AI Operations Practice Question
In an AI Audit, what does 'Model Fairness' assessment typically involve?
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
✓
Disparity analysis across segments
Checking for bias across protected groups (e.g., race, gender) in model performance metrics.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Counting model parameters
Why it's wrong here
Size metric.
- ✗
Checking model speed
Why it's wrong here
Performance vs fairness.
- ✓
Disparity analysis across segments
Why this is correct
Identifies if the model treats groups differently.
- ✗
Verifying code documentation
Why it's wrong here
Compliance, not fairness.
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 AAIA 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 AAIA exam.