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:
Apr. 21, 2026

Filed:

Jan. 19, 2024
Applicant:

Salesforce, Inc., San Francisco, CA (US);

Inventor:

Charles Hart Isaacs, Annapolis, MD (US);

Assignee:

Salesforce, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06F 40/284 (2020.01);
Abstract

Methods, apparatuses, and computer-program products are disclosed. The method may include training a generative artificial intelligence (AI) model on a plurality of data sources and generating, based on the training, training log metadata indicating individual data sources of the plurality of data sources. The method may include receiving, from a user device, a generative AI query and generating, using the trained generative AI model and based on one or more data sources of the plurality of data sources, a response to the generative AI query. The method may include mapping one or more portions of the response to the one or more data sources of the plurality of data sources based on the training log metadata and transmitting, to the user device, the response and one or more indications of the one or more data sources based on the mapping and the training log metadata.


Find Patent Forward Citations

Isaacs, Charles. (2026). Validating generative artificial intelligence output (U.S. Patent No. 12608545). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12608545

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

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