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.
Patent No.:
Date of Patent:
Apr. 21, 2026
Filed:
Oct. 29, 2025
Intuit Inc., Mountain View, CA (US);
Xiang Gao, Clyde Hill, WA (US);
Yuguang Yao, San Jose, CA (US);
Kamalika Das, Saratoga, CA (US);
Avinash Baidya, Mountain View, CA (US);
Ruocheng Guo, Mountain View, CA (US);
Intuit Inc., Mountain View, CA (US);
Abstract
Techniques described herein involve providing an automated continual learning system for machine learning models. Embodiments include generating, using a machine learning model, an output based on a sample input provided to the machine learning model. Embodiments include evaluating the output based on comparing the output to an associated training output. Embodiments include creating a natural language rule based on the evaluating using a language processing machine learning model and storing the natural language rule in a rule library. Embodiments include receiving an input to the machine learning model and retrieving, in response to the input, one or more relevant rules from the rule library. Embodiments include generating, using the machine learning model, a response based on the input and the one or more relevant rules and performing an action based on the response.