AI0-001 AI Security, Ethics and Governance Practice Question
Which principle ensures that AI decisions can be traced back and understood by humans?
⚠ Common exam trap
The AI0-001 exam often tests the confusion between Accountability and Transparency, where candidates mistakenly think that assigning responsibility (Accountability) automatically ensures the decision path is visible, but in reality, Accountability can exist without full Transparency if the system is a black box.
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
✓
Transparency
Transparency is the principle that ensures AI decisions can be traced back and understood by humans. It requires that the internal workings of an AI model, including its inputs, decision paths, and outputs, are documented and interpretable, enabling auditability and trust. Without transparency, stakeholders cannot verify whether the AI system is behaving as intended or complying with ethical and regulatory standards.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Transparency
Why this is correct
Transparency ensures that AI processes are open and understandable.
- ✗
Privacy
Why it's wrong here
Privacy protects personal data but does not directly address understandability.
- ✗
Robustness
Why it's wrong here
Robustness deals with reliability against errors and attacks.
- ✗
Accountability
Why it's wrong here
Accountability focuses on who is responsible for outcomes, not explainability.
About these practice questions
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI0-001 practice question is part of Courseiva's free CompTIA 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 AI0-001 exam.