Microsoft Building Intelligent Applications - AB-410

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Microsoft AB-410 Exam Syllabus Topics:

Microsoft Building Intelligent Applications Sample Questions:

1. A company builds a canvas app that processes images submitted by users and must classify them using an existing AI Builder model.
The app must generate predictions during user interaction.
You need to consume the AI model natively.
What should you do?

A) Retrain the model for each submission.
B) Reuse a previously stored prediction.
C) Export the solution which contains the model.
D) Call the model from app logic.

2. Drag and Drop Question
A company develops and deploys AI-enabled Power Platform solutions across multiple environments. Environment access is controlled through security groups.
The development team requires Power Platform environments to store, manage, and share the solutions across the company.
All developers require access to the same environment. The environment must be subject to ALM controls.
You need to set up the environments.
Which environment types should you use? To answer, move the appropriate environment types to the correct requirements. You may use each environment type once, more than once, or not at all. You may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

3. A development team builds an Azure OpenAI application that generates business reports. The application occasionally produces incorrect facts even though the prompts are clear. The team wants to reduce inaccurate responses without retraining the model. Which approach should be used?

A) Reduce API request limits
B) Replace JSON output with plain text
C) Increase GPU capacity
D) Implement grounding with retrieved data

4. A company develops an AI solution that extracts information from images, understands text, and generates responses. The architecture should combine multiple AI capabilities through managed services. Which design approach is recommended?

A) Compose multiple specialized AI services
B) Store all data inside prompts permanently
C) Avoid using APIs
D) Build one unmanaged model only

5. A company wants to build a generative AI assistant that answers employee questions using internal policies stored in SharePoint. The assistant must provide responses based only on approved company documents. Which architecture pattern should be implemented?

A) Reinforcement learning
B) Image classification pipeline
C) Model fine-tuning only
D) Retrieval-Augmented Generation

Solutions: