The correct configuration is to enable hate speech and self-harm with a severity threshold of 4, and enable profanity with a severity threshold of 6. This works because Azure AI Content Safety uses a 0-6 severity scale per category, where lower numbers represent milder content and higher numbers represent more severe content. Setting a threshold of 4 for hate speech and self-harm means any content rated at level 4 or above is blocked, effectively stopping moderate to severe hate speech and self-harm while allowing low-severity instances. Conversely, a threshold of 6 for profanity blocks only the most extreme profanity (level 6), permitting mild profanity to pass through. On the AI-102 exam, this tests your understanding of granular category-level threshold tuning, a common trap being the assumption that enabling a category blocks all content in that category. Remember the memory tip: “4 for harm, 6 for words” — lower thresholds block more aggressively, so keep thresholds higher for categories you want to allow through.
AI-102 Plan and manage an Azure AI solution Practice Question
This AI-102 practice question tests your understanding of plan and manage an azure ai solution. 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.
You need to implement content moderation for a social media platform using Azure AI Content Safety. The solution must block hate speech and self-harm content while allowing mild profanity. Which configuration should you use?
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Enable hate speech and self-harm with severity threshold 4; enable profanity with severity threshold 6
Option D is correct because Azure AI Content Safety allows you to set severity thresholds per category (0-6). By enabling hate speech and self-harm with a threshold of 4, you block content at severity level 4 or higher (e.g., severe hate speech and self-harm), while enabling profanity with a threshold of 6 means only the most extreme profanity (level 6) is blocked, allowing mild profanity through. This matches the requirement to block hate speech and self-harm but allow mild profanity.
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 all categories with severity threshold 0 (block all)
Why it's wrong here
Blocking all profanity violates allowing mild profanity.
✗
Enable all categories with severity threshold 2
Why it's wrong here
This blocks moderate and severe content across all categories, including mild profanity.
✗
Enable hate speech and self-harm categories; disable profanity
Why it's wrong here
Disabling hate speech fails the requirement to block hate speech.
✓
Enable hate speech and self-harm with severity threshold 4; enable profanity with severity threshold 6
Read the scenario before looking for a memorised answer.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates assume disabling a category (like profanity) is the only way to allow it, but Azure AI Content Safety uses severity thresholds to allow mild content while blocking severe content, so disabling the category removes all control over that content type.
Detailed technical explanation
How to think about this question
Azure AI Content Safety uses a severity scale from 0 (safe) to 6 (most severe) for each category (hate, self-harm, sexual, violence, profanity). The threshold determines the minimum severity level at which content is flagged or blocked; for example, a threshold of 4 blocks content at severity 4, 5, and 6. In practice, this granularity allows fine-tuned moderation, such as blocking only severe hate speech (level 4+) while permitting mild profanity (levels 1-5) by setting profanity threshold to 6. This is critical for social media platforms that need to balance safety with free expression.
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.
Plan and manage an Azure AI solution — This question tests Plan and manage an Azure AI solution — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Enable hate speech and self-harm with severity threshold 4; enable profanity with severity threshold 6 — Option D is correct because Azure AI Content Safety allows you to set severity thresholds per category (0-6). By enabling hate speech and self-harm with a threshold of 4, you block content at severity level 4 or higher (e.g., severe hate speech and self-harm), while enabling profanity with a threshold of 6 means only the most extreme profanity (level 6) is blocked, allowing mild profanity through. This matches the requirement to block hate speech and self-harm but allow mild profanity.
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.
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Question Discussion
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