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Microsoft AI-103 Exam - Topic 5 Question 4 Discussion

Posted by Oretha on May 29, 2026 at 11:17 AM

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?

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.


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23 comments · newest first
BE
Bev 3 days ago
Same here, A feels comprehensive.
LU
Luisa 8 days ago
I feel confident with A.
MA
Man 14 days ago
C adds another layer of security.
MA
Martha 19 days ago
A covers more ground overall.
PR
Precious 24 days ago
Agreed, prompt shields don’t classify images.
BE
Bev 29 days ago
B seems less effective for this task.
LU
Luisa 1 month ago
True, blocklists miss new content.
MA
Martha 1 month ago
D could work, but it’s limited.
MA
Man 1 month ago
OCR can catch text in images too.
PR
Precious 2 months ago
C? What’s good about that?
MA
Man 2 months ago
I prefer C.
LU
Luisa 2 months ago
Image moderation can directly analyze images.
PR
Precious 2 months ago
Why A?
LU
Luisa 2 months ago
I think A is the best choice.
AN
Annamaria 3 months ago
B) Enable prompt shields seems a bit off for this task.
LE
Leah 3 months ago
Totally agree with A! It’s the most comprehensive option.
CH
Christoper 3 months ago
Wait, can we really classify images accurately?
MA
Mabel 3 months ago
I think D) Use blocklists could miss some harmful content.
KE
Keneth 3 months ago
A) Implement image moderation is the way to go!
ET
Ettie 3 months 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.
OD
Odette 4 months 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.
AL
Alona 4 months ago
I'm not entirely sure, but I remember something about prompt shields being more about text content rather than images.
TY
Ty 4 months ago
I think implementing image moderation could be the right choice since it directly addresses harmful content classification.
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