This AI-102 practice question tests your understanding of implement generative ai solutions. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. 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 translate a document from English to Spanish using Azure OpenAI. Which parameter should you include in the prompt to specify the target language?
temperature
Why wrong: Temperature does not specify language.
system message
Why wrong: System message can set behavior but user message should specify language.
max_tokens
Why wrong: max_tokens does not specify language.
user message
User message should contain the translation instruction.
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
user message
Option D is correct because in Azure OpenAI, the user message is where you provide the instruction or context for the model, including specifying the target language for translation. By including 'Translate the following English text to Spanish' in the user message, you direct the model to perform the language translation task. The other parameters control generation behavior (temperature, max_tokens) or set the model's persona (system message), but do not specify the target language.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
For each option: why learners choose it and why it is or isn't the right answer here.
temperature
Why it's wrong here
Temperature does not specify language.
system message
Why it's wrong here
System message can set behavior but user message should specify language.
max_tokens
Why it's wrong here
max_tokens does not specify language.
user message
Why this is correct
User message should contain the translation instruction.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
The trap here is that candidates confuse the system message (which sets overall behavior) with the user message (which carries the specific instruction), leading them to incorrectly select system message as the parameter for specifying the target language.
Detailed technical explanation
In Azure OpenAI, the user message is part of the chat completion API's messages array, where each message has a 'role' (system, user, assistant) and 'content'. The user message content is the primary way to give task-specific instructions, such as 'Translate the following English text to Spanish: [text]'. The model uses the entire conversation context, but the user message is the explicit directive for the current request. In a real-world scenario, you might combine a system message like 'You are a professional translator' with a user message containing the text and target language for precise control.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
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
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FAQ
Implement generative AI solutions — This question tests Implement generative AI solutions — Read the scenario before looking for a memorised answer..
The correct answer is: user message — Option D is correct because in Azure OpenAI, the user message is where you provide the instruction or context for the model, including specifying the target language for translation. By including 'Translate the following English text to Spanish' in the user message, you direct the model to perform the language translation task. The other parameters control generation behavior (temperature, max_tokens) or set the model's persona (system message), but do not specify the target language.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 24, 2026
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