AAIR AI Risk Governance And Framework Integration Practice Question
What is the primary benefit of documenting 'AI Model Lineage'?
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 provides transparency, auditability, and the ability to reproduce models.
Lineage allows for traceability, enabling auditability and root cause analysis in case of a model failure.
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 ensures the model is smaller in file size.
Why it's wrong here
Lineage does not affect the file size of the model.
- ✓
It provides transparency, auditability, and the ability to reproduce models.
Why this is correct
Reproducibility and auditability are core requirements for AI safety and risk management.
- ✗
It helps the marketing team write better ads.
Why it's wrong here
Lineage is for risk management, not advertising.
- ✗
It makes the model run faster.
Why it's wrong here
Lineage is a documentation task, not a performance optimization task.
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.