AAIA AI Auditing Tools And Techniques Practice Question
What is the purpose of 'Model Validation' in the audit lifecycle?
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
✓
To verify model performance on test data
Validation confirms that the model performs as expected against independent, unseen data.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
To speed up data ingestion
Why it's wrong here
Ingestion speed is a pipeline concern.
- ✗
To lower API costs
Why it's wrong here
Validation is about quality, not cost.
- ✗
To increase training time
Why it's wrong here
Validation is a check, not an optimization.
- ✓
To verify model performance on test data
Why this is correct
Validation ensures the model generalizes well to new data.
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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.