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AI-102 Plan and manage an Azure AI solution Practice Question

You are using Azure AI Content Safety to moderate user-generated content in a social media app. The solution must detect and block hate speech and self-harm content in real time. Which Content Safety feature should you use?

⚠ Common exam trap

Many candidates confuse severity analysis as a standalone feature, but it is actually a sub-component of text moderation; the question asks for the feature that performs the detection, not the analysis of the detection results.

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

✓

Text moderation

Text moderation is the correct choice because Azure AI Content Safety's text moderation API is specifically designed to detect and block hate speech and self-harm content in real time. It analyzes text for severity levels across multiple categories, including hate and self-harm, and returns a severity score to trigger blocking actions. This directly meets the requirement for real-time detection of these specific content types in user-generated text.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

✗
Custom category management
Why it's wrong here
Custom categories are for your own content lists, not built-in detection.
✗
Severity analysis
Why it's wrong here
Severity analysis is a feature within text moderation, not a separate feature.
✗
Image moderation
Why it's wrong here
Image moderation is for images, not text content.
✓
Text moderation
Why this is correct
Text moderation API detects hate, self-harm, violence, etc.

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AI-102 Plan and manage an Azure AI solution Practice Question

Why each option matters

Option-by-option breakdown

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