- A
Enable the default content filtering system in Azure OpenAI Service.
Azure OpenAI Service includes a default content filtering system that automatically filters harmful content based on severity levels.
- B
Configure Prompt Shields in Azure AI Content Safety.
Why wrong: Prompt Shields protect against prompt injection attacks, not automatically filter harmful content.
- C
Use Azure AI Content Safety with a custom category severity threshold.
Why wrong: Custom Content Safety is for custom categories, but the question asks for automatic filtering of harmful content, which is built into the default content filtering.
- D
Use groundedness detection in Azure AI Content Safety.
Why wrong: Groundedness detection checks if the model's output is based on source material, not for harmful content.
AI-102 Implement generative AI solutions Practice Question
This AI-102 practice question tests your understanding of implement generative ai solutions. This is a configuration task: choose the command set that satisfies every stated requirement. Small differences — like 'secret' vs 'password' or 'transport input ssh' vs 'all' — change whether the answer is correct. 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 company is deploying a generative AI solution using Azure OpenAI Service to generate product descriptions. The solution must comply with responsible AI principles, specifically ensuring that generated content does not include harmful or offensive language. Which Azure AI service feature should they implement to automatically filter the output?
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
Enable the default content filtering system in Azure OpenAI Service.
Option A is correct because Azure OpenAI Service includes a built-in default content filtering system that automatically screens generated outputs for harmful or offensive language, aligning with responsible AI principles. This system operates at the service level without additional configuration, making it the simplest and most direct way to filter product descriptions for compliance.
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.
- ✓
Enable the default content filtering system in Azure OpenAI Service.
Why this is correct
Azure OpenAI Service includes a default content filtering system that automatically filters harmful content based on severity levels.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Configure Prompt Shields in Azure AI Content Safety.
Why it's wrong here
Prompt Shields protect against prompt injection attacks, not automatically filter harmful content.
- ✗
Use Azure AI Content Safety with a custom category severity threshold.
Why it's wrong here
Custom Content Safety is for custom categories, but the question asks for automatic filtering of harmful content, which is built into the default content filtering.
- ✗
Use groundedness detection in Azure AI Content Safety.
Why it's wrong here
Groundedness detection checks if the model's output is based on source material, not for harmful content.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates may confuse the built-in content filtering of Azure OpenAI Service with the separate Azure AI Content Safety service, which requires additional setup and is not automatically applied to OpenAI outputs.
Trap categories for this question
Command / output trap
Groundedness detection checks if the model's output is based on source material, not for harmful content.
Detailed technical explanation
How to think about this question
The default content filtering system in Azure OpenAI Service uses a set of pre-defined severity levels (safe, low, medium, high) across categories like hate, sexual, violence, and self-harm. It operates on both input prompts and output completions, automatically blocking or annotating content that exceeds a configurable threshold. In a real-world scenario, a company generating product descriptions for children's toys would rely on this filter to prevent accidental inclusion of inappropriate terms, even if the model's training data contains such language.
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 cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
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FAQ
Questions learners often ask
What does this AI-102 question test?
Implement generative AI solutions — This question tests Implement generative AI solutions — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Enable the default content filtering system in Azure OpenAI Service. — Option A is correct because Azure OpenAI Service includes a built-in default content filtering system that automatically screens generated outputs for harmful or offensive language, aligning with responsible AI principles. This system operates at the service level without additional configuration, making it the simplest and most direct way to filter product descriptions for compliance.
What should I do if I get this AI-102 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.
About these practice questions
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Last reviewed: Jun 11, 2026
This AI-102 practice question is part of Courseiva's free Microsoft 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 AI-102 exam.
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