AI-900 Practice Question: Describe Artificial Intelligence workloads and considerations
This AI-900 practice question tests your understanding of describe artificial intelligence workloads and considerations. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A city government is planning to deploy an AI system that analyzes security camera footage to detect potential crimes in real-time. Citizens express concerns about privacy and potential misuse. Which Microsoft responsible AI principle should the government prioritize to address these concerns?
Why wrong: Fairness ensures the system treats all groups equitably, but the core concern here is about data protection and unauthorized use, not bias.
B
Reliability and safety
Why wrong: Reliability and safety focus on the system performing consistently and safely, but the primary worry is about privacy, not system failure.
C
Privacy and security
This principle addresses how data is collected, stored, and used, which directly aligns with concerns about surveillance and potential misuse of footage.
D
Inclusiveness
Why wrong: Inclusiveness ensures the system is accessible to people of all abilities, not directly related to privacy concerns.
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Privacy and security
The citizens' concerns center on unauthorized access to sensitive video data and potential misuse of surveillance footage. Microsoft's Privacy and security principle directly addresses these issues by mandating data protection, transparency in data collection, and user control over personal information. Prioritizing this principle ensures the AI system complies with regulations like GDPR and implements encryption, access controls, and data minimization to safeguard citizen privacy.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✗
Fairness
Why it's wrong here
Fairness ensures the system treats all groups equitably, but the core concern here is about data protection and unauthorized use, not bias.
✗
Reliability and safety
Why it's wrong here
Reliability and safety focus on the system performing consistently and safely, but the primary worry is about privacy, not system failure.
✓
Privacy and security
Why this is correct
This principle addresses how data is collected, stored, and used, which directly aligns with concerns about surveillance and potential misuse of footage.
Related concept
Read the scenario before looking for a memorised answer.
✗
Inclusiveness
Why it's wrong here
Inclusiveness ensures the system is accessible to people of all abilities, not directly related to privacy concerns.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates may confuse 'Privacy and security' with 'Fairness' or 'Reliability and safety' because they all sound like ethical safeguards, but only Privacy and security directly addresses data protection and misuse concerns in surveillance systems.
Detailed technical explanation
How to think about this question
Under the hood, implementing Privacy and security involves techniques like differential privacy, which adds statistical noise to query outputs to prevent re-identification of individuals, and role-based access control (RBAC) to restrict who can view or analyze footage. In a real-world scenario, a city might use Azure Video Indexer with built-in privacy features such as face blurring and retention policies to automatically redact identifiable information, ensuring compliance with local surveillance laws.
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.
TExam Day Tips
→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.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A company's IT admin needs to give a contractor read-only access to production logs without sharing account credentials. Using role-based access control (RBAC) and temporary scoped permissions — not a permanent shared password — is the correct pattern. Questions like this test whether you can apply least-privilege access across cloud identity services.
Related glossary terms
Concepts from this question explained
These glossary pages explain the core terms tested in this AI-900 question in full detail.
Describe Artificial Intelligence workloads and considerations — This question tests Describe Artificial Intelligence workloads and considerations — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Privacy and security — The citizens' concerns center on unauthorized access to sensitive video data and potential misuse of surveillance footage. Microsoft's Privacy and security principle directly addresses these issues by mandating data protection, transparency in data collection, and user control over personal information. Prioritizing this principle ensures the AI system complies with regulations like GDPR and implements encryption, access controls, and data minimization to safeguard citizen privacy.
What should I do if I get this AI-900 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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