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Question # 1
Your company manages an online catalog of office supplies. You plan to use a generative AI solution to create product descriptions for your company’s website. The solution must ensure descriptions can be posted immediately after creation, enable selection/inclusion of product details, and be fast and simple for non-technical staff. What is the best type of solution to use? Select the BEST answer.
A. custom Azure Machine Learning model
B. the Researcher agent in Microsoft 365 Copilot
C. an interactive AI agent
D. a fine-tuned large language model LLM
Question # 2
You have a business unit that uses an AI solution to process loan applications. You discover that the solution rejects the application of all applicants that are older than 60 years of age. Which Microsoft responsible AI principle is this violating?
A. accountability
B. transparency
C. fairness
D. reliability and safety
Question # 3
Your company plans to implement a proof of concept PoC agent that uses Azure OpenAI. The solution must start small and provide flexibility to scale usage as demand grows. Which pricing model should you use?
A. Microsoft 365 Copilot
B. Batch API
C. Provisioned PTUs
D. Standard On-Demand
Question # 4
You are exploring how Microsoft 365 Copilot uses Microsoft Graph to deliver AI-powered experiences. Which information in Microsoft Graph can Copilot use by default?
A. emails, files, meetings, and chats in Microsoft 365
B. data stored in a file share
C. social media activity
D. content from public websites
Question # 5
Your company plans to build a generative AI solution based on internal data. You recommend using Microsoft Foundry as a starting point to develop and manage the solution. What is a key benefit of using Microsoft Foundry for this project?
A. Provides a scalable platform for developing and deploying generative AI solutions.
B. Removes the need to select or configure the underlying AI model.
C. Enables business users to build generative AI solutions.
D. Offers a low-code platform for developing generative AI solutions.
Question # 6
Your company is preparing to adopt Microsoft 365 Copilot and wants to follow Microsoft responsible AI principles. As a business leader, you propose establishing an AI governance council to ensure alignment with the responsible AI principles. What is the primary purpose of the council? More than one answer choice may achieve the goal. Select the BEST answer.
A. to monitor user behavior and enforce compliance with internal IT policies
B. to train employees on how to use Copilot features effectively
C. to oversee implementation, manage technical performance, and ensure successful AI deployment
D. to guide strategy, provide oversight, and ensure cross-functional alignment for responsible AI adoption
Question # 7
Your company uses a generative AI solution. You need to improve the quality of responses by using grounding. Which statement accurately describes how grounding improves accuracy and relevancy?
A. references a diverse set of people, disciplines, and perspectives
B. explains how and why AI models generate content
C. anchors the responses in specific data sources
D. specifies the strengths and weaknesses of the AI model
Question # 8
Your company creates a custom Azure Machine Learning model that uses a generative AI assistant. The model initially delivers strong results. However, six months later, the model predictions become noticeably less accurate. What is a possible cause of the issue?
A. The input data changed over time.
B. The model requires additional compute resources.
C. The model was trained incorrectly.
Question # 9
Your company uses a fine-tuned generative AI solution trained on data that is representative of the general population. You discover that some of the generated responses include inappropriate or exclusionary language based on ableist assumptions. You need to prevent the inappropriate responses. Your solution must minimize costs. What should you do?
A. Apply a newer version of the generative AI model.
B. Apply a content-moderation filter.
C. Create a new version of the solution that is trained on only inclusive and representative content.
D. Create a new version of the solution that is trained on only exclusionary content.
Question # 10
You plan to meet with a group of stakeholders to discuss how generative AI can benefit your company. You need to provide the stakeholders with a relevant description of generative AI during the meeting. Which description should you use?
A. Generative AI is designed to translate documents into other languages.
B. Generative AI is designed to predict future trends based on historical data.
C. Generative AI is designed to generate responses based on a user's natural language prompts.
D. Generative AI is designed to recommend products based on user behavior.
Question # 11
Your company sells hiking and camping gear online. You need a generative AI solution that can interact with customers and ask questions about their needs. What should you include in the solution?
A. a chatbot
B. predictive AI
C. computer vision
D. a recommendation engine
Question # 12
You plan to meet with stakeholders to discuss how generative AI can benefit your company. You need to provide a relevant description of generative AI. Which description should you use?
A. Generative AI is designed to generate responses based on a user’s natural language prompts.
B. Generative AI is designed to translate documents into other languages.
C. Generative AI is designed to predict future trends based on historical data.
D. Generative AI is designed to recommend products based on user behavior.
Question # 13
You have a historical dataset that contains 1,000 records. You need an AI solution that can analyze the data to identify patterns and predict future outcomes. What should you include in the solution?
A. Microsoft Foundry
B. Azure Document Intelligence in Foundry Tools
C. Azure Machine Learning
D. Azure Content Understanding in Foundry Tools
Question # 14
You need to recommend a service that supports indexing information and knowledge mining by extracting insights from documents. What should you recommend?
A. Microsoft Foundry
B. Azure Vision in Foundry Tools
C. Azure Document Intelligence in Foundry Tools
D. Azure AI Search
Question # 15
Your company plans to adopt AI across multiple business units. You need to ensure that all AI projects align with the company’s business strategy and are implemented responsibly. What is the best approach to achieve the goal? More than one answer choice may achieve the goal. Select the BEST answer.
A. Allow each department to deploy its own AI tools and workflows.
B. Delegate AI decision-making to the company’s IT department.
C. Outsource AI development to an external vendor.
D. Establish an AI council to provide guidance, oversight, and coordination.
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