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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Identify the business value of generative AI solutions | 35–40% | - AI value identification
|
| Topic 2: Identify benefits, capabilities, and opportunities for Microsoft AI apps and services | 35–40% | - Microsoft AI ecosystem
|
| Topic 3: Identify an implementation and adoption strategy for Microsoft AI apps and services | 20–25% | - AI adoption strategy
|
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NEW QUESTION # 30
You have a large language model (LLM) that was pretrained by using public data.
You want the LLM to generate responses that incorporate frequently updated proprietary content, such as internal documents and knowledge bases.
You need to recommend a solution to ensure that the LLM uses the most current information without retraining the model.
What should you include in the recommendation?
Answer: D
Explanation:
Retrieval-Augmented Generation (RAG) is the optimal, industry-standard approach for incorporating frequently updated proprietary data into an LLM's output. It works by connecting a pre-trained LLM to an external, dynamic knowledge base--such as company documents--using vector databases to retrieve relevant context in real-time, reducing hallucinations and eliminating the need for constant, costly retraining.
Reference:
https://shiftasia.com/community/retrieval-augmented-generation-rag-a-comprehensive-guide-to-smarter-more-accurate-ai
NEW QUESTION # 31
Hotspot Question
Select the answer that correctly completes the sentence.
Answer:
Explanation:
Explanation:
Box: uses reasoning capabilities to generate deep insights based on organizational data and the web.
The Researcher agent in Microsoft 365 Copilot __________________.
The Researcher agent in Microsoft 365 Copilot is specifically engineered as a "deep reasoning" specialist to handle complex, multi-step research tasks that go far beyond a simple Here is how it operates differently from the standard Copilot experience:
*-> Deep Reasoning: It utilizes advanced models (like OpenAI's deep research models) and chain-of-thought reasoning to develop a plan, evaluate context, and weigh evidence before generating a response.
*-> Dual-Source Grounding: It simultaneously scours the public web and your organizational data (emails, Teams chats, SharePoint files, and meetings) via Microsoft Graph.
Structured Outputs: Unlike a chat response, it produces comprehensive, source-cited reports with professional formatting, including headings and sometimes visuals.
Interactive Refinement: The agent often starts by asking clarifying questions to narrow its scope, ensuring the final deep-dive report actually matches your specific intent.
Extended Processing: It intentionally takes longer-sometimes minutes instead of seconds-to perform the "heavy lifting" of synthesizing disparate data points into a cohesive insight.
Reference:
https://learn.microsoft.com/en-us/copilot/microsoft-365/researcher-agent
NEW QUESTION # 32
Your company deploys an AI-powered loan approval solution that enables applicants to request an explanation as to why their loan application was denied.
Which Microsoft responsible AI principle is this an example of?
Answer: A
Explanation:
According to Microsoft's guidelines, transparency means that AI systems should be understandable, and users should be able to understand the system's decisions or recommendations. Providing an explanation for a loan denial allows applicants to understand how the AI arrived at its decision.
Reference:
https://www.linkedin.com/pulse/deep-dive-responsible-ai-digitalbricksai-typie
NEW QUESTION # 33
Hotspot Question
Select the answer that correctly completes the sentence.
Answer:
Explanation:
Explanation:
Box: Microsoft Graph
When you use Microsoft 365 Copilot connectors to connect to external content to __________, your users can find, summarize, and learn from line-of-business (LOB) data by using natural language prompts.
By using Microsoft Graph connectors, you can index your third-party data sources-such as file shares, ServiceNow, or SQL databases-directly into the Microsoft Graph.
Once indexed, this LOB data becomes part of the "knowledge base" that Microsoft 365 Copilot can access. This allows users to ask questions like, "What is the status of the tickets in ServiceNow?" or "Summarize the project specs from our internal wiki," and receive grounded, context-aware responses.
Reference:
https://learn.microsoft.com/en-us/graph/connecting-external-content-experiences
NEW QUESTION # 34
Hotspot Question
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 35
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