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:
Sep. 02, 2025

Filed:

Apr. 29, 2025
Applicant:

Trete Inc., Prosper, TX (US);

Inventors:

Damien Patton, Plano, TX (US);

Christian Gratton, Eaton Rapids, MI (US);

Assignee:

TRETE Inc., Prosper, TX (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 40/04 (2012.01); G06Q 20/40 (2012.01); G06Q 30/018 (2023.01); G06Q 30/0207 (2023.01); G06Q 40/06 (2012.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 40/04 (2013.01); G06Q 20/4016 (2013.01); G06Q 30/0185 (2013.01); G06Q 30/0215 (2013.01); G06Q 40/06 (2013.01); G05B 2219/31396 (2013.01); G06N 20/00 (2019.01);
Abstract

In certain aspects of the disclosure, a computer-implemented method includes receiving a selection of a model from a plurality of models running on an ecosystem. The method includes receiving annotated datasets with correct examples and incorrect examples. The method includes training, responsive to receiving the annotated datasets, the model based on the annotated datasets. The method includes running the model based on the training. The method includes receiving a feedback score of results from running the model based on the annotated datasets. The method includes iteratively running, until the feedback score is above a predetermined threshold, the model responsive to user evaluation of the results from running the model based on the annotated datasets. The method includes publishing the model responsive to the feedback score being above the predetermined threshold.


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