Question 1mediummultiple choice
Full question →mediummultiple choiceObjective-mapped
A museum wants to create an interactive exhibit where visitors can type a description of a fictional creature, such as 'a fire-breathing dragon with emerald scales and golden wings,' and the system generates an image of that creature in real time. The museum must ensure that the generated images are safe and appropriate for all ages, including children. Which Azure service should they use, and which safety feature should they configure?
Answer choices
Why each option matters
Good practice is not just finding the correct option. The wrong answers often show the exact trap the exam wants you to fall into.
A
Best answer
Azure OpenAI Service with the DALL-E 2 model and content filtering enabled
Correct. DALL-E 2 generates images from text, and Azure OpenAI Service provides built-in content filtering to block harmful outputs, ensuring age-appropriate images.
B
Distractor review
Azure Cognitive Services Computer Vision with custom vision image generation
Incorrect. Azure Cognitive Services Computer Vision does not include image generation capabilities; it analyzes existing images.
C
Distractor review
Azure OpenAI Service with the GPT-4 model and content filtering enabled
Incorrect. GPT-4 is a text-based model and does not generate images. The scenario requires image generation, which is not supported by GPT-4.
D
Distractor review
Azure OpenAI Service with the DALL-E 2 model without content filtering
Incorrect. While DALL-E 2 can generate images, disabling content filtering would not meet the requirement to ensure safety for all ages. Content filtering is essential to block inappropriate content.
Common exam trap
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Technical deep dive
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
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.
- Use explanations to understand the rule behind the answer.
TExam Day Tips
- Underline the problem statement mentally.
- 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.
Related practice questions
Related AI-900 practice-question pages
Use these pages to review the topic behind this question. This is how one missed question becomes focused revision.
More questions from this exam
Keep practising from the same exam bank, or move into a focused topic page if this question exposed a weak area.
Question 1
A developer wants to build a virtual assistant that can understand user intents such as 'Book a flight' or 'Check weather' and extract relevant entities like destination and date. The developer has a small set of labeled example utterances. Which Azure AI Language feature should the developer use?
Question 2
A developer is building a customer support chatbot using Azure OpenAI. The chatbot should never reveal its system instructions or internal configuration. The developer wants to add a rule at the beginning of the conversation to prevent prompt injection attacks. Which technique should they use?
Question 3
A developer is using Azure OpenAI Service to generate product descriptions from technical specifications. The generated descriptions sometimes include plausible-sounding but incorrect details (hallucinations). The developer wants to ensure the model's responses are strictly based on the provided product data and does not add any external or invented information. Which approach should the developer use?
Question 4
A developer is using Azure OpenAI with GPT-4 to build a chatbot that answers legal questions based on a company's internal policy documents. The developer wants the model's responses to be maximally deterministic and factual, avoiding any creative or speculative language. Which parameter should the developer set to the lowest possible value in the API call?
Question 5
A developer is using Azure OpenAI to generate creative product descriptions. The outputs are often repetitive and lack variety. The developer wants to increase the diversity of the generated text while still keeping it coherent. Which parameter should the developer increase?
Question 6
A developer is using Azure OpenAI Service to generate product descriptions. They want the output to be highly focused and deterministic, with less randomness. Which parameter should they decrease?
FAQ
Questions learners often ask
What does this AI-900 question test?
Read the scenario before looking for a memorised answer.
What is the correct answer to this question?
The correct answer is: Azure OpenAI Service with the DALL-E 2 model and content filtering enabled — The best choice is Azure OpenAI Service with the DALL-E 2 model for image generation and content filtering. DALL-E 2 can generate images from text descriptions. Azure OpenAI Service includes a built-in content filtering system that helps detect and block harmful content (e.g., violence, hate, adult material) in both prompts and generated images. The other options are less suitable: Azure Cognitive Services Computer Vision does not generate images; GPT-4 is a text-only model; and while DALL-E 2 can generate images, using it without content filtering would not ensure safety. Content filtering is a critical responsible AI practice for generative models.
What should I do if I get this AI-900 question wrong?
Then try more questions from the same exam bank and focus on understanding why the wrong options are tempting.
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