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Microsoft Certified: Azure AI Apps and Agents Developer Associate

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Q_01 domain/d1 · medium single discuss →

Your team is instrumenting a generative AI application and wants to correlate every piece of telemetry produced by a single user interaction, even when the request crosses multiple services. Which tagging approach should you implement to achieve this?

A Apply Model Tags such as Temperature and Max Tokens to each request
B Apply Correlation IDs at both the request and session level
C Apply Operational Tags such as Server Id and Deployment Version
D Apply User Interaction Tags such as Interaction Type

Q_02 domain/d1 · medium single discuss →

During a review of latency, stakeholders ask how you plan to represent the range of response experiences that different users might have with your generative AI service. Which reporting approach aligns with the recommended practice?

A Report only the average latency across all requests
B Report latency segmented into percentiles such as P50, P95, and P99
C Report the BLEU score and perplexity of the model
D Report requests per second grouped by hour of day

Q_03 domain/d1 · medium single

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