AI-102 Implement generative AI solutions Practice Question
You deploy a chat application using Azure OpenAI Service. Users report that the model sometimes generates inappropriate content. You need to implement a safety system that can be customized for your organization's policies. What should you use?
⚠ Common exam trap
Test-takers frequently confuse the built-in content filters in Azure OpenAI Studio (which are not customizable) with Azure AI Content Safety (which is a separate, customizable service), leading them to choose option A.
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
✓
Use Azure AI Content Safety with custom categories and severity thresholds
Azure AI Content Safety provides a customizable content moderation service that allows you to define custom categories and severity thresholds aligned with your organization's specific policies. This enables you to filter inappropriate content beyond the default filters, giving you granular control over what the model generates.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Use the content filter system in Azure OpenAI Studio
Why it's wrong here
Default filters are predefined and less customizable.
- ✓
Use Azure AI Content Safety with custom categories and severity thresholds
Why this is correct
Customizable filters align with organizational policies.
- ✗
Apply responsible AI templates from Azure AI Studio
Why it's wrong here
Templates are guidance, not runtime filters.
- ✗
Configure Microsoft Entra ID Conditional Access policies
Why it's wrong here
Entra ID controls access, not content safety.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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.