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NEW QUESTION # 87
Your company plans to use generative AI to help project managers and engineers work with construction blueprints stored as PDF files. You need to recommend a generative AI solution that processes both images and text, summarizes building design, answers questions, and extracts information such as locations of electrical, heating, and plumbing systems. What should you recommend?
Answer: C
Explanation:
Construction blueprints in PDFs often contain a mix of text, symbols, linework, and diagrams . The requirements include understanding both visual layout (where systems are located) and textual annotations , producing summaries, and answering Q & A. That combination requires a multimodal generative AI approach-models that can reason over images and text together. Therefore, A is best.
OCR alone (B) can extract printed text, but it won't reliably interpret diagram geometry, symbols, or spatial relationships (e.g., "electrical riser is on the east core near gridline B-4"). Text completion (C) is too generic and doesn't address image understanding. Document summarization (D) is only one requirement (summary) and still depends on first extracting/understanding both visual and textual elements.
A multimodal solution can ingest the PDF pages as images (or rendered page images) plus extracted text, then answer questions grounded in both modalities. In practice, you may combine OCR and layout extraction with a multimodal LLM so the model can reference drawing regions, legends, callouts, and system diagrams to produce accurate explanations and field extractions.
NEW QUESTION # 88
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:
Explanation:
Box 1: Yes
Microsoft 365 Copilot respects the existing data access permissions configured in your tenant.
However, if an organization suffers from "over-sharing" (e.g., files or folders accidentally shared with "Everyone except external users" or large global groups), Copilot will surfaces this data effortlessly via user prompts. This radically exposes and amplifies pre-existing data governance flaws, dark data, and stale permissions that went unnoticed when users had to look for files manually.
Box 2: No
Implementing Copilot typically increases or maintains data management costs, rather than reducing them. To deploy Copilot safely, organizations often need to purchase additional security and governance licensing (such as Microsoft Purview Information Protection, Data Loss Prevention, or eDiscovery) and allocate significant IT resources/consulting hours to clean up over-shared data, classify sensitive materials, and establish robust lifecycle policies.
Box 3: Yes
While it introduces challenges, Copilot integrated alongside Microsoft Purview works dynamically to manage and surface risks. Features like automated content labeling, data classification insights, and auditing logs generated by Copilot interactions help IT teams track where sensitive data is being processed, how it's being synthesized, and identify compliance or security gaps across the tenant.
NEW QUESTION # 89
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 # 90
Your company uses a non-reasoning generative AI model to create textual content.
You discover that the model's responses are inconsistent and do NOT meet expectations.
You need to improve the prompts.
What should you do? More than one answer choice may achieve the goal. Select the BEST answer.
Answer: D
Explanation:
When a non-reasoning model produces inconsistent results, you can ground its output by transforming a vague request into a highly structured framework. Since these models rely on pattern prediction rather than true logical deduction, providing "missing" data directly in the prompt acts as a roadmap for the desired completion.
To move from inconsistent to reliable content, focus on these specific additions:
*-> Contextual Guardrails: Provide situational details, such as the intended audience (e.g., "tech- savvy software developers" vs. "elementary students") and domain-specific constraints. This narrows the model's focus to relevant training data patterns.
*-> External Sources & Grounding: Include specific facts, background documents, or source material within the prompt to prevent the model from guessing or "hallucinating" facts.
*-> Explicit Expectations: Clearly define the format (e.g., JSON, Markdown, bulleted list) and tone (e.g., professional, witty). Stating what "success" looks like-such as word count limits or mandatory sections-reduces ambiguity.
Few-Shot Prompting: Add 1-3 examples of the exact style and structure you want the model to mimic. This is often the most effective way to align a non-reasoning model's output with your expectations.
Persona Assignment: Instruct the model to "act as" a specific professional (e.g., "Senior Copy Editor" or "Skeptical Venture Capitalist") to influence the vocabulary and perspective of the generated text.
Reference:
https://cloud.google.com/discover/what-is-prompt-engineering
NEW QUESTION # 91
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:
Explanation:
* For a user to access organizational data from a mobile device, the user needs a Microsoft 365 Copilot license. No
* To reason over your organizational data by using Microsoft Graph, you need a Microsoft 365 Copilot license. Yes
* To use the Analyst agent, you need a Microsoft 365 Copilot license. Yes Top of Form Bottom of Form The key distinction here is between Copilot Chat capabilities available with a standard Microsoft 365 subscription and the full Microsoft 365 Copilot add-on that enables richer, in-context experiences grounded in organizational data.
Mobile access to organizational data does not inherently require a Microsoft 365 Copilot license. Microsoft's Microsoft 365 Copilot app (and related mobile experiences) can provide Copilot Chat for work/school accounts with a Microsoft 365 license, so simply accessing organizational content on a mobile device is not the same as having the paid Copilot add-on. The statement claims a Copilot license is required just to access org data from mobile, which is too broad-there are mobile Microsoft 365 apps that access org data without the Copilot add-on.
Reasoning over organizational data via Microsoft Graph is a core value proposition of Microsoft 365 Copilot.
Microsoft documents explain that Microsoft 365 Copilot connects LLMs to your organization's content and context through Microsoft Graph and generates responses "anchored" in organizational data. That deeper integration is tied to the Microsoft 365 Copilot experience (an add-on license).
Analyst is a "reasoning agent" within Microsoft 365 Copilot and Microsoft states that users with a Microsoft
365 Copilot license can use Analyst (with defined usage limits). Therefore, the Analyst agent requires the Microsoft 365 Copilot license.
NEW QUESTION # 92
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