AAIR AI Risk Program Management Practice Question
What is 'Bias' in the context of AI risk?
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
✓
Systematic prejudice in model outputs leading to unfair results
Bias refers to systematic errors that lead to unfair or discriminatory outcomes, posing both social and regulatory risks.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
The model is missing documentation
Why it's wrong here
Missing docs is a process failure, not bias.
- ✓
Systematic prejudice in model outputs leading to unfair results
Why this is correct
This is the standard definition of AI bias.
- ✗
The model is too expensive to maintain
Why it's wrong here
Cost is not bias.
- ✗
The model is running too fast
Why it's wrong here
Speed is not bias.
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.