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 generate a poem using Azure OpenAI. The poem should be about nature and have a cheerful tone. Which parameter should you adjust to influence the tone?
system message
System message guides the model's overall behavior and tone.
max_tokens
Why wrong: Max_tokens limits output length, not tone.
top_p
Why wrong: Top_p controls nucleus sampling, not tone.
temperature
Why wrong: Temperature affects randomness, not tone.
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
system message
The system message is the correct parameter to influence the tone of the generated poem because it sets the initial context, persona, and behavioral guidelines for the model. By including an instruction like 'You are a cheerful poet who writes about nature in a happy tone,' you directly control the style and emotional quality of the output, which is exactly what the question requires.
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.
system message
Why this is correct
System message guides the model's overall behavior and tone.
Related concept
Read the scenario before looking for a memorised answer.
max_tokens
Why it's wrong here
Max_tokens limits output length, not tone.
top_p
Why it's wrong here
Top_p controls nucleus sampling, not tone.
temperature
Why it's wrong here
Temperature affects randomness, not tone.
Common exam traps
Microsoft often tests the distinction between parameters that control randomness (temperature, top_p) versus those that control behavior and style (system message), leading candidates to mistakenly choose temperature as the primary tone influencer.
Trap categories for this question
Command / output trap
Max_tokens limits output length, not tone.
Detailed technical explanation
The system message is part of the chat completion API's message structure, where it is assigned the 'system' role. It acts as a persistent instruction that the model follows throughout the conversation, often overriding user prompts if conflicts arise. In practice, fine-tuning the system message with explicit tone directives (e.g., 'Respond in a cheerful, upbeat manner') is the most reliable way to achieve consistent stylistic control, as it leverages the model's instruction-following capabilities rather than probabilistic parameters like temperature.
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: system message — The system message is the correct parameter to influence the tone of the generated poem because it sets the initial context, persona, and behavioral guidelines for the model. By including an instruction like 'You are a cheerful poet who writes about nature in a happy tone,' you directly control the style and emotional quality of the output, which is exactly what the question requires.
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 30, 2026
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