AAIA AI Auditing Tools And Techniques Practice Question
When conducting an audit, what is the 'Model Registry' entry for a model version supposed to contain?
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
✓
The model artifact, environment, and metadata
It should contain the model binary, the environment definition (requirements.txt), and the experiment metadata (the 'Run' ID).
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Only the model binary
Why it's wrong here
The binary is insufficient without metadata and context.
- ✗
Only the training dataset
Why it's wrong here
Dataset storage is separate from model registry artifacts.
- ✓
The model artifact, environment, and metadata
Why this is correct
Complete registry entries require the artifact and the context to reproduce it.
- ✗
Only the developer's credentials
Why it's wrong here
That is for access control, not model documentation.
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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.