Question 1mediummultiple choice
Full question →mediummultiple choiceObjective-mapped
A company implements an AI system to monitor employee productivity by tracking keystrokes and mouse movements. Employees are not informed that this monitoring is taking place, nor did they consent to it. Which Microsoft responsible AI principle is most directly violated?
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
Fairness is about avoiding bias and ensuring equitable treatment across groups. The scenario does not describe bias or discrimination; it describes a lack of consent and transparency.
B
Best answer
Privacy & Security
The scenario involves collecting personal data (keystrokes and mouse movements) without employee knowledge or consent. This directly violates the Privacy & Security principle, which requires that data be collected transparently and with consent.
C
Distractor review
Reliability & Safety
Reliability & Safety ensures that AI systems operate correctly and safely. The scenario does not mention system failures or unsafe behavior; it focuses on unauthorized data collection.
D
Distractor review
Inclusiveness
Inclusiveness aims to empower everyone and ensure AI systems are accessible to diverse users. The scenario does not relate to accessibility or exclusion of groups.
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.
Question 1
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Question 2
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Question 3
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Question 4
A developer is using Azure OpenAI with GPT-4 to build a chatbot that answers legal questions based on a company's internal policy documents. The developer wants the model's responses to be maximally deterministic and factual, avoiding any creative or speculative language. Which parameter should the developer set to the lowest possible value in the API call?
Question 5
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Question 6
A developer is using Azure OpenAI Service to generate product descriptions. They want the output to be highly focused and deterministic, with less randomness. Which parameter should they decrease?
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: Privacy & Security — The responsible AI principle of Privacy & Security requires that AI systems respect privacy and handle data securely, including obtaining informed consent for data collection. Tracking keystrokes without employee knowledge or consent violates this principle. Fairness ensures impartial treatment, Reliability & Safety focuses on system dependability, and Inclusiveness ensures accessibility for diverse users. While those are important, the primary violation here is privacy.
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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