AIF-C01 Guidelines for Responsible AI Practice Question
Which of the following is NOT one of the core principles of responsible AI as defined by AWS?
⚠ Common exam trap
Candidates often confuse business objectives like profitability or cost-efficiency with the ethical and technical governance principles that AWS specifically defines for responsible AI.
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
✓
Profitability
Profitability is not one of the core principles of responsible AI as defined by AWS. AWS defines six core principles: Fairness, Transparency, Robustness, Privacy, Security, and Explainability. Profitability is a business objective, not a principle for ensuring ethical and trustworthy AI systems.
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 it's wrong here
Transparency is an AWS responsible AI principle, so it does not satisfy a NOT question. It is tempting because transparency is frequently discussed as an outcome of explainability rather than a standalone principle, yet AWS lists it separately alongside fairness, explainability, privacy and security, safety, controllability, verifiability and governance.
- ✗
Fairness
Why it's wrong here
Fairness is an AWS responsible AI principle, so it cannot be the exception the question seeks. It is tempting because fairness is often framed as a contested or aspirational goal rather than a formal principle, yet AWS explicitly names it alongside explainability, privacy and security, safety, controllability, verifiability, governance and transparency.
- ✓
Profitability
Why this is correct
AWS responsible AI centres on fairness, explainability, privacy, security, safety, controllability and governance. Profitability is a commercial objective, not a responsible AI principle, so it is correctly excluded, satisfying the question's requirement to identify the option that is NOT a core principle.
- ✗
Robustness
Why it's wrong here
Robustness is not among AWS's published responsible AI principles, which cover fairness, explainability, privacy and security, safety, controllability, verifiability, governance and transparency. It is tempting because robustness appears in general AI risk literature and sounds like a plausible safety-related principle, but AWS does not list it.
Go deeper
Related to this question
About these practice questions
This AIF-C01 question is part of Courseiva's 862-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AIF-C01 practice question is part of Courseiva's free Amazon Web Services 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 AIF-C01 exam.