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:
Oct. 06, 2026

Filed:

Oct. 28, 2025
Applicant:

Intuit Inc., Mountain View, CA (US);

Inventors:

Natalie Bar Eliyahu, Petah Tikva, IL;

Shon Mendelson, Petah Tikva, IL;

Itay Hazan, Petah Tikva, IL;

Sigalit Bechler, Petah Tikva, IL;

Noa Haas, Petah Tikva, IL;

Ron Bitton, Or-Yehuda, IL;

Assignee:

Intuit Inc., Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06N 5/045 (2023.01);
U.S. Cl.
CPC ...
G06N 5/045 (2013.01);
Abstract

A method includes generating, by a large language model (LLM), a multitude of match explanations for a multitude of search targets. The multitude of match explanations is clustered to obtain a multitude of explanation clusters. An explanation template is generated for an explanation cluster. The explanation template includes a static portion and a dynamic portion. A multitude of explanation templates is obtained in this manner. A target match for a search target received from a user application is obtained. A corresponding match explanation is generated by the LLM for the target match. An encoding of the corresponding match explanation is matched to a multitude of encoded templates corresponding to the multitude of explanation templates. Responsive to the encoding matching an encoded template a small language model (SLM) populates the corresponding match explanation from the search target.


Find Patent Forward Citations

Eliyahu, Natalie. (2026). Secure explanation generation by large language models for sensitive search targets (U.S. Patent No. 12755173). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12755173

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

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