Correct Answer: Set Temperature to 0.0 (or as close to 0 as possible)
The temperature parameter controls the randomness of the model's output. A value close to 0 makes the model select the highest probability tokens, producing highly deterministic an...
Correct Answer
Set Temperature to 0.0 (or as close to 0 as possible)
Why This Answer Is Correct
The temperature parameter controls the randomness of the model's output. A value close to 0 makes the model select the highest probability tokens, producing highly deterministic and consistent answers, which is desirable for structured tasks like code translation.
This question evaluates your knowledge of Azure OpenAI Service — a core concept tested in Microsoft Certified: Azure AI Engineer Associate (AI-102). Understanding Azure OpenAI Service is essential for designing scalable, secure, and cost-effective cloud architectures. Mastery of this topic will help you answer scenario-based questions confidently on exam day.
You deploy an Azure OpenAI model. You want to restrict users from generating content that could bypass your system prompt's instructions (Prompt Injection). What is the best strategy?
You want to use Azure OpenAI in a web application. You must authenticate the client application with Azure OpenAI securely using managed identities to avoid hardcoding API keys in the app settings. Which configuration should you perform?
You want to reduce the latencies and token billing of repetitive user queries in your chatbot that ask identical informational questions. What is the recommended application architecture pattern to implement?
You deploy an Azure OpenAI model for a chatbot. You notice that the model occasionally hallucinates facts when users ask about recent company policies. How can you ground the model's responses in your own organizational data?
You want to deploy an Azure OpenAI resource in a specific Azure region. You need to ensure that the deployment is resilient to zone failures within that region. What should you configure?