The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 24, 2026

Filed:

Dec. 18, 2023
Applicant:

Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);

Inventors:

Dheeraj Singh, Bareilly, IN;

Durgesh Kumar, Bangalore, IN;

Miruna Jayakrishnasamy, Vellore, IN;

Saurabh Tahiliani, Noida, IN;

Assignee:

Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06F 40/166 (2020.01); G06F 40/197 (2020.01); G06F 40/279 (2020.01); G06Q 30/016 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/016 (2013.01); G06F 40/166 (2020.01); G06F 40/197 (2020.01); G06F 40/279 (2020.01);
Abstract

A device may receive user activity data identifying activities of a user, and content data identifying text transcripts associated with the user. The device may generate a first custom embedding associated with the user based on the user activity data, and may process the first custom embedding, with a machine learning model, to generate an intent of the user and a next action for the user based on the intent. The device may process the content data to generate a second custom embedding for the user and an end user vector based on the second custom embedding, and may generate a document vector for the user based on the next action for the user. The device may process the document vector and the end user vector, with a language model, to generate a document for the user, and may perform one or more actions based on the document.


Find Patent Forward Citations

Singh, Dheeraj. (2026). Systems and methods for generating personalized content using a language model and reinforcement techniques (U.S. Patent No. 12586081). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12586081

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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