When you ask Copilot a question in Microsoft 365, it does not simply guess the answer. Instead, it uses a technique called Retrieval Augmented Generation, or RAG, to find relevant information from your data sources and then generate a response. The order in which Copilot presents those sources is not random or based on simple … Read more
When you export a Copilot Page to Microsoft Word, you expect the layout, headings, tables, and images to appear exactly as they do in the Copilot workspace. However, the export process does not preserve every formatting element. Some styles collapse, certain interactive elements are removed, and complex tables may shift. This article explains exactly which … Read more
When you build a Copilot agent that uses multiple plugins, the order in which actions are invoked can produce unexpected results or errors. Copilot does not always run plugin actions in the sequence you define in the manifest or the conversation flow. Instead, the orchestrator evaluates dependencies, user intent, and confidence scores to decide which … Read more
Microsoft Copilot Notebooks let you store and organize reference materials for reuse in your AI conversations. Without a clear structure, finding the right document or data source becomes slow and frustrating. This article covers three proven organization patterns for your Copilot Notebooks reference libraries. You will learn how to set up each pattern, when to … Read more
Voice interactions with Copilot on mobile networks can feel slow when the app takes several seconds to respond. This delay, called round-trip time, measures how long it takes for your voice input to travel to Microsoft servers and for the reply to come back. High latency on cellular connections is the primary cause, often due … Read more
Microsoft Copilot Vision is a feature that lets Copilot see and interact with content on your screen. By default, Copilot Vision can analyze any app or browser tab you have open. This creates a security concern for organizations that want to restrict which applications Copilot can observe. The solution is to configure an allowlist of … Read more
When you use Copilot to edit an image, you can ask it to replace, remove, or modify specific regions. The tool uses a mask to tell the AI which part of the picture to change. Many users find that the mask does not always cover exactly what they intended. This article explains how Copilot generates … Read more
When you add an image or a chart to a PowerPoint slide, Designer activates automatically and suggests several layout options. Many users wonder why Designer shows certain arrangements and not others. The suggestions depend on a combination of object detection, content classification, and layout templates stored in the Microsoft 365 cloud. This article explains how … Read more
When you use Copilot Pages in Microsoft 365, you can connect related content by mentioning other pages or adding references. This linking behavior helps you build a web of interconnected information within your organization. However, the way links are created, displayed, and updated can vary based on the source and context. This article explains how … Read more
When you upload a file to a Microsoft Copilot agent, you expect the agent to reference that file accurately in its responses. But the citation behavior is not always straightforward. The agent may cite the correct source, cite nothing, or cite the wrong document entirely. This article explains how Copilot agents handle citations for uploaded … Read more