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Microsoft AI-103 Exam - Topic 5 Question 4 Discussion

You are deploying a support agent that enables users to upload photos.You need to automatically classify uploaded images for harmful content. The solution must block content based on severity levels.What should you do?
A) Implement image moderation.
B) Enable prompt shields.
C) Apply keyword scanning to optical character recognition (OCR) output by using Azure Vision in Foundry Tools.
D) Use blocklists.

Microsoft AI-103 Exam - Topic 5 Question 4 Discussion

Actual exam question for Microsoft's AI-103 exam
Question #: 4
Topic #: 5
[All AI-103 Questions]

You are deploying a support agent that enables users to upload photos.

You need to automatically classify uploaded images for harmful content. The solution must block content based on severity levels.

What should you do?

Show Suggested Answer Hide Answer
Suggested Answer: A

The correct answer is A. Implement image moderation. Azure AI Content Safety provides image analysis that classifies uploaded images for harmful content, including harm categories such as hate, sexual content, violence, and self-harm. Microsoft's Content Safety overview states that the Analyze Image API scans images for harmful content with multi-severity levels, which directly matches the requirement to automatically classify uploaded photos and block content based on configured severity thresholds.

Prompt Shields are intended to detect prompt injection and jailbreak-style attacks against generative models, not to classify image harm categories. Keyword scanning OCR output would only detect visible text extracted from the image and would miss visual harm in the image itself. Blocklists can help match known words or custom patterns, but they are not a complete image safety classifier and do not provide the built-in severity-based image harm classification required here. Image moderation is therefore the correct control for user-uploaded photos. Reference topics: Azure AI Content Safety, image moderation, harm categories, severity levels, Foundry guardrails, and responsible AI controls.


Contribute your Thoughts:

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Christoper
3 days ago
Wait, can we really classify images accurately?
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Mabel
8 days ago
I think D) Use blocklists could miss some harmful content.
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Keneth
13 days ago
A) Implement image moderation is the way to go!
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Ettie
18 days ago
I recall that using Azure Vision for OCR could help, but I'm not confident if it’s the best method for classifying images specifically.
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Odette
23 days ago
This question feels similar to one we practiced where we had to choose between different moderation techniques. I think blocklists might not be effective enough.
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Alona
29 days ago
I'm not entirely sure, but I remember something about prompt shields being more about text content rather than images.
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Ty
1 month ago
I think implementing image moderation could be the right choice since it directly addresses harmful content classification.
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