AAIR AI Risk Program Management Practice Question
Which THREE factors should be considered when assessing the 'Risk Level' of an AI application?
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 sensitivity of the input data.
Criticality of the decision, the nature of the data involved, and the potential impact on individuals are the standard pillars of AI risk assessment.
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 sensitivity of the input data.
Why this is correct
Data sensitivity directly correlates to privacy and regulatory risk.
- ✓
The criticality of the decision-making process being automated.
Why this is correct
Automated critical decisions carry higher inherent risk than advisory tasks.
- ✗
The complexity of the neural network architecture.
Why it's wrong here
Architecture complexity is a technical detail, not a primary determinant of risk level.
- ✓
The potential impact on human rights and individual safety.
Why this is correct
High impact on individuals increases risk level significantly.
- ✗
The color scheme of the user interface.
Why it's wrong here
UI design has no impact on the underlying AI risk.
About these practice questions
One of 199 original AAIR 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 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.