Question 1mediummultiple choice
Full question →mediummultiple choiceObjective-mapped
A hospital deploys an AI system to assist doctors in interpreting MRI scans. The system highlights the regions of interest and provides a numeric confidence score for its findings, along with a list of the image features that contributed to the diagnosis. Which responsible AI principle is being applied?
Answer choices
Why each option matters
Good practice is not just finding the correct option. The wrong answers often show the exact trap the exam wants you to fall into.
A
Distractor review
Fairness
Incorrect because fairness focuses on ensuring the AI system does not discriminate against groups of people; the scenario is about explaining decisions, not about bias or equity.
B
Best answer
Transparency
Correct because transparency is achieved when the AI system provides understandable explanations for its outputs, enabling users to see what features influenced the result.
C
Distractor review
Privacy
Incorrect because privacy concerns the protection of personal data; the system's behavior in this scenario relates to explainability, not data protection.
D
Distractor review
Accountability
Incorrect because accountability involves defining who is responsible for the system's outcomes; while transparency supports accountability, the immediate principle demonstrated is transparency.
Common exam trap
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Technical deep dive
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
KKey Concepts to Remember
- Read the scenario before looking for a memorised answer.
- Find the constraint that changes the correct option.
- Eliminate answers that are true in general but not in this case.
- Use explanations to understand the rule behind the answer.
TExam Day Tips
- Underline the problem statement mentally.
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Related practice questions
Related AI-900 practice-question pages
Use these pages to review the topic behind this question. This is how one missed question becomes focused revision.
More questions from this exam
Keep practising from the same exam bank, or move into a focused topic page if this question exposed a weak area.
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FAQ
Questions learners often ask
What does this AI-900 question test?
Read the scenario before looking for a memorised answer.
What is the correct answer to this question?
The correct answer is: Transparency — Transparency in AI means that people can understand how the AI system arrives at its decisions. By providing confidence scores, highlighted regions, and contributing features, the hospital makes the AI's decision-making process interpretable, which directly supports the principle of transparency.
What should I do if I get this AI-900 question wrong?
Then try more questions from the same exam bank and focus on understanding why the wrong options are tempting.
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