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AI Expert System Using LLM Personas

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Summary

The USPTO has published patent application US20260099718A1, filed October 3, 2024 (Application No. 18905232), covering a system and method for providing task-specific expert insights using large language model (LLM) personas. The method involves preprocessing relevant datasets, receiving user input data, prompting an LLM component with an expert persona and expert persona instruction, and presenting the resulting LLM output to the user. The application is classified under CPC G06N 3/091 (AI computing) and names five inventors.

Published by USPTO on changeflow.com . Detected, standardized, and enriched by GovPing. Review our methodology and editorial standards .

What changed

The USPTO published patent application US20260099718A1 for a new AI expert system method using LLM personas. The invention covers systems and methods in which a user submits input data, an LLM component is prompted using an expert persona and expert persona instruction, and the resulting LLM output is presented to the user. Preprocessing of relevant datasets prepares the data for use by the system. The application is classified under CPC G06N 3/091.

Patent application publications do not create compliance obligations and do not grant enforceable rights. The application remains pending and has not been examined or granted. Third parties may review it for prior art purposes or to monitor the competitive landscape in AI expert system development.

Archived snapshot

Apr 21, 2026

GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.

← USPTO Patent Applications

SYSTEM AND METHOD TO EFFICIENTLY PROVIDE TASK-SPECIFIC EXPERT

Application US20260099718A1 Kind: A1 Apr 09, 2026

Inventors

Venkata R Avasarala, Nityanand Sharma, Gus Attar, Pradeep K Chettipalli, Venkata Kiran C Vemulapalli

Abstract

One or more computing devices, systems, and/or methods for efficiently providing expert systems is provided. One or more relevant datasets are preprocessed and available to the system. A user requests LLM expert insights, such as financial analyst insights, based on user input data. An LLM component is prompted using an expert prompt that includes an expert persona and an expert persona instruction and provides LLM output based on the expert prompt. The LLM output may be presented to the user.

CPC Classifications

G06N 3/091

Filing Date

2024-10-03

Application No.

18905232

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Last updated

Classification

Agency
USPTO
Published
April 9th, 2026
Instrument
Notice
Branch
Executive
Legal weight
Non-binding
Stage
Draft
Change scope
Minor

Who this affects

Applies to
Technology companies
Industry sector
5112 Software & Technology
Activity scope
Patent application filing AI system development LLM expert systems
Geographic scope
United States US

Taxonomy

Primary area
Intellectual Property
Operational domain
Legal
Topics
Artificial Intelligence Software & Technology

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