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Microsoft patents LLMs that suggest extra content in apps

Patent drawing
Patent drawing from the official filing.

Microsoft describes a system where productivity apps send specific text and its context to a large language model. The model analyzes the information and suggests additional, relevant content to display in the app's interface.

Why it mattersThis could make office tools like Word or Excel more proactive by automatically finding and suggesting related information without the user having to search for it.

In the filing’s own words

Technology is disclosed herein for the integration of large language model (LLM) services for content analysis in productivity applications. In an implementation, an application identifies content associated with the application executing on the computing apparatus. The application identifies a context relating to the content, wherein the context comprises contextual information by which to evaluate the content. The application generates a prompt for an LLM service which includes the content and the context. The prompt requests an evaluation of the content to recommend supplemental content and submits the prompt to the LLM service. The application receives a response to the prompt from the LLM service which includes a suggestion for supplemental content based on the evaluation and displays, in a user interface of the application, a recommendation based on the suggestion from the LLM service.

What exactly they claim (claim 1)

1.- 20. (canceled)

Facts

Company
Microsoft (Microsoft Technology Licensing, LLC)
Official title
LLM INTEGRATIONS FOR CONTENT ANALYSIS IN SOFTWARE APPLICATIONS
Publication number
US20260300643A1
Application number
19411774
Filed
Dec 8, 2025
Published
Oct 1, 2026
Inventors
2
Claims
21

Classified under

G06F 40/40 Physics & computingG06F 9/451 Physics & computingG06F 40/20 Physics & computing

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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.