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AI-102 Practice Question: A content moderator for a social media platform…
You are a content moderator for a social media platform that uses Azure Content Moderator. The platform has a custom blocklist of URLs (e.g., 'example.com/spam') and a custom term list for hate speech. Recently, users have been posting comments that contain a new form of hate speech not yet in the term list. The comments are being allowed through moderation. You need to update the solution to catch these new phrases as quickly as possible. What should you do?
⚠ Common exam trap
A common mix-up: candidates assume retraining or creating a new model is required for new patterns, but Azure Content Moderator's term lists are designed for rapid, rule-based updates without the overhead of model training, and the List Management API enables immediate addition of terms to an existing list.
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
✓
Add the new phrases to the existing custom term list using the List Management API
Azure Content Moderator's custom term lists allow you to dynamically add new offensive terms or phrases via the List Management API, which immediately updates the moderation screening without retraining or redeploying any model. This provides the fastest way to catch new hate speech patterns as they emerge, as the term list is checked in real-time during content review.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Create a new custom model using Custom Vision to detect the new phrases in text
Why it's wrong here
Custom Vision is for images, not text; also building a new model is slower than updating a term list.
- ✗
Retrain the image classification model using the new phrases as training data
Why it's wrong here
Image classification does not apply to text comments.
- ✓
Add the new phrases to the existing custom term list using the List Management API
Why this is correct
This quickly adds new terms to be matched against incoming comments.
- ✗
Delete the existing term list and recreate it with the new phrases included
Why it's wrong here
Deleting the existing list would temporarily remove protection against previously known hate speech.
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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.