AB-410 Exam Questions

Which Dataverse feature ensures that a Copilot agent can only see records that belong to the user‘s specific business unit?

Scenario: You are building an app to summarize daily stand-up meetings. You want the AI to always output the summary as a “Bullet Point List.“ Where should this instruction be placed?

What is the primary purpose of “Prompt Engineering“ in the context of building intelligent applications?

What is “Zero-shot“ prompting?

Which Microsoft service provides “Content Filtering“ to detect and block hate speech or violence in AI inputs and outputs?

In a “Hybrid Search“ configuration, what is the “Alpha“ parameter usually used for?

Scenario: You are building a customer service agent in Copilot Studio. You want the agent to greet the user by their first name automatically. Where should this name be stored?

Which Microsoft tool allows you to visually orchestrate the lifecycle of an AI model, from data ingestion and labeling to deployment and monitoring?

What is the primary purpose of a “Stop Sequence“ in an LLM API request?

Which “Responsible AI“ principle is focused on ensuring that AI systems are secure from external attacks like prompt injection?

Scenario: You need to build an AI agent that can perform a “What-If“ analysis on a financial spreadsheet in real-time. Which tool should you use to handle the logic?

Scenario: You want to build a “Customer Service Bot“ that can transition from a text chat to a live phone call. Which service handles the telephony integration?

What does the “Temperature“ parameter control in an AI model‘s configuration?

Scenario: You want to create a bot that can detect if a user is “Angry,“ “Neutral,“ or “Happy“ to route them to a human agent. Which service is best?

Which component in the Azure ecosystem allows you to build “Skillsets“ that automatically translate and OCR documents during the search indexing process?

Which “Responsible AI“ principle emphasizes that AI systems should be reliable and not cause unintended harm during failures?

Which Dataverse feature ensures that an AI agent cannot access sensitive HR records unless the logged-in user has specific permission?

In a RAG architecture, what is “Top K“ retrieval?

Which tool is used to move an intelligent application from a Development environment to a Production environment?

Which tool is used to monitor the “Token Usage“ and “Cost“ of an Azure OpenAI resource over time?

Which specific AI Builder model should be used to analyze a photo of a restaurant receipt to extract the “Tax“ and “Tip“ amounts?

Scenario: You need to extract “Flight Numbers“ and “Gate Info“ from an unstructured email sent by an airline. Which AI Builder model is best?

Which Microsoft Dataverse feature allows you to define “Calculated Columns“ that can be used by an AI to understand data trends?

Which AI Builder feature should be used to identify specific objects, such as “Solar Panels,“ from high-resolution satellite imagery?

Which Microsoft service provides the “Prompt Flow“ feature, used to design, test, and iterate on complex AI reasoning workflows?

Which “Responsible AI“ principle addresses the need to ensure AI systems provide accurate and consistent results even when faced with unexpected inputs?

Which Azure AI service provides the “Vector Search“ capability needed to match a user‘s natural language question with the most relevant company document?

Scenario: You want to restrict an AI‘s response to exactly 100 words. Which parameter provides a hard limit on the length of the generated text?

Scenario: You want to restrict an AI‘s response to be no more than 100 characters. Which parameter provides a hard stop for the generation?

Which component of a RAG architecture is responsible for converting the user‘s query into a vector?

Which tool is used to monitor the “Health“ and “Latency“ of an Azure OpenAI endpoint in real-time?

Scenario: You are building a logistics app. You need to identify “Fragile“ stickers on shipping boxes using a camera. Which AI Builder model is appropriate?

In Microsoft Copilot Studio, what is the “User“ variable scope used for?

Scenario: You are building an app that summarizes medical journals. You want the output to be very focused and literal. Which Temperature setting is most appropriate?

What is the primary benefit of “Implicit Sharing“ for AI connections in a Power App?

Scenario: You want to create a “Voice Assistant“ for a warehouse using Power Apps. Which service converts the user‘s speech into a text string for the AI to process?

Scenario: You want to restrict an AI‘s response to exactly 50 words. Which parameter provides a hard limit on the length of the output?

Which component of the “RAG“ architecture is responsible for ensuring the user‘s query is matched with the most relevant local data?

Which tool is used to move a Copilot agent from a “Development“ environment to a “Production“ environment?

Scenario: You need to ensure that an AI agent does not reveal internal project code names to customers. Which Azure feature helps detect these names in the model‘s output?

Which Microsoft service serves as the primary orchestration engine for building and managing custom AI agents within the Power Platform?

Scenario: You need to extract “Project Names“ and “Budget Amounts“ from a thousand unstructured email threads. Which AI Builder model is best?

Scenario: You are building an agent for a global HR department. The agent must detect if a user‘s question contains a “Vacation Request“ intent. Which service handles this?

Which “Responsible AI“ principle requires that AI systems be built to perform reliably and safely even when faced with unexpected inputs?

Scenario: You are building a Power App for a field technician. The app must identify a specific machine part from a photo and pull up its digital manual. Which two services are needed?

What is the primary purpose of “Few-shot Prompting“?

Scenario: You want to evaluate an AI‘s performance using a “Golden Dataset.“ Which metric measures the percentage of correct answers provided by the model?

Scenario: A developer wants to prevent “Model Drift“ where an AI‘s performance degrades over time as data changes. What is the best practice?

What does the “Frequency Penalty“ parameter in an LLM do?

Which AI Builder model would you use to automatically identify whether a customer review is “Complimentary,“ “Critical,“ or “Inquiry“?

What is the primary function of “Semantic Kernel“ (SK) in the Microsoft AI ecosystem?

What does the “Top P“ parameter (Nucleus Sampling) specifically limit in an LLM‘s generation process?

What is the primary purpose of “Few-shot Prompting“ in a production AI application?

Which AI Builder model would you use to predict if a credit card transaction is “Fraudulent“ or “Legitimate“ based on historical data?

Which Dataverse feature allows an AI agent to perform a “Proximity Search“ to find the 5 closest retail stores to a user‘s location?

Which Microsoft Dataverse feature allows you to audit exactly which data was accessed by an AI agent during a specific session?

What does the “Presence Penalty“ parameter discourage in a model‘s completion?

What is “Zero-shot“ prompting in the context of an Intelligent App?

When deploying an intelligent application, what is the primary purpose of “Content Filtering“ in the Azure OpenAI Service?

Which Azure service acts as a “Gatekeeper“ to enforce security policies and rate limits for custom APIs used by an AI agent?