You need to identify if a user is trying to "Inject" a prompt by hiding it in an invisible font in a document. Which security feature detects this?
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Correct AnswerC
Indirect Attack detection in Prompt Shields specifically looks for malicious instructions hidden within documents or data sources.
Question 52
You want to implement "Token-based Rate Limiting" for your agent to prevent a single user from exhausting your Azure OpenAI quota. Where should this be implemented?
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Correct AnswerC
API Management (APIM) is the standard tool for implementing rate limiting, throttling, and usage policies for Azure APIs.
Question 53
Which Azure OpenAI model is best for generating a 3D-style character image based on a detailed text description?
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Correct AnswerB
DALL-E 3 is the current state-of-the-art for generating highly accurate and visually complex images from prompts.
Question 54
You are using "Code Interpreter" to generate a chart from a CSV file. How does the agent deliver the chart back to the user?
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Correct AnswerC
When Code Interpreter generates an image or file, it provides a file_id which the client application can then download and display.
Question 55
In the Azure AI Agent Service, you want to store a unique "User ID" for every conversation thread for billing purposes. Which field on the Thread object should you use?
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Correct AnswerB
The metadata field allows for custom key-value pairs (like UserID) to be attached to a thread for tracking and management.
Question 56
Which Azure AI service provides the "Custom Neural Voice" feature, allowing an agent to sound like a specific company spokesperson?
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Correct AnswerD
Azure AI Speech allows for the creation of unique, high-quality synthetic voices through its Custom Neural Voice feature.
Question 57
You are developing an agent that needs to verify the "Freshness" of information by checking the current date and time. Which tool is most reliable for this?
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Correct AnswerC
LLMs do not have an internal clock; a Function Tool calling a system clock or NTP API provides the most accurate real-time data.
Question 58
You want to set up an "Alert" that notifies you if the average Groundedness score of your production agent drops below 3.0. Where is this configured?
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Correct AnswerD
By exporting evaluation metrics to Azure Monitor, you can set up standard Azure alerts based on those custom log values.
Question 59
Which status code is returned when an Azure AI Agent 'Run' is cancelled by the user?
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Correct AnswerD
The status property of the Run object will explicitly show cancelled if terminated before completion.
Question 60
Which model parameter is used to penalize the model for repeating the same words or phrases frequently in a single response?
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Correct AnswerC
Frequency_Penalty specifically reduces the likelihood of the model repeating the same tokens within a response.
