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Samsung patents method for combining AI tools to handle complex requests

Patent drawing
Patent drawing from the official filing.

Samsung has filed a patent describing a way to make artificial intelligence handle multiple jobs at once. The system breaks a user's request into separate parts, attaches specific tools or 'adapters' to each part, and then merges them into a single working unit. It fine-tunes this combined unit using specific settings before generating the final answer.

Why it mattersThis approach could help AI assistants manage complicated, multi-step instructions more efficiently by mixing pre-trained skills rather than building a new model from scratch.

In the filing’s own words

A method includes: obtaining a user input from a user; identifying, based on the user input, a first task and a second task; combining a first adapter corresponding to the first task with a second adapter corresponding to the second task to generate a combined adapter; calibrating the combined adapter by using one or more calibration parameters; generating an output corresponding to the user input, based on the calibrated combined adapter; and providing the generated output to the user.

What exactly they claim (claim 1)

1. A method comprising: obtaining a user input from a user; identifying, based on the user input, a first task and a second task; combining a first adapter corresponding to the first task with a second adapter corresponding to the second task to generate a combined adapter; calibrating the combined adapter by using one or more calibration parameters; generating an output corresponding to the user input, based on the calibrated combined adapter; and providing the generated output to the user.

Facts

Company
Samsung (SAMSUNG ELECTRONICS CO., LTD.)
Official title
METHOD OF ADAPTING ARTIFICIAL INTELLIGENCE MODEL FOR COMPOSITIONAL TASKS AND ELECTRONIC DEVICE FOR PERFORMING THE SAME
Publication number
US20260320435A1
Application number
19467403
Filed
Feb 2, 2026
Published
Oct 15, 2026
Inventors
6
Claims
20

Classified under

G06N 5/04 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.