AAIA AI Operations Practice Question
During an audit of an LLM pipeline, you discover that 'System Prompt' versioning is missing. What is the operational 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
✓
Unpredictable model behavior changes
Without system prompt versioning, changes to the instructions can cause unpredictable behavior changes that cannot be reverted.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Higher cloud bills
Why it's wrong here
Financial issue.
- ✓
Unpredictable model behavior changes
Why this is correct
Prompts are part of the model logic.
- ✗
Increased latency
Why it's wrong here
Prompt versioning doesn't affect speed.
- ✗
Database corruption
Why it's wrong here
Unrelated.
About these practice questions
One of 209 original AAIA practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
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.