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:
Feb. 24, 2026
Filed:
May. 03, 2023
Ford Global Technologies, Llc, Dearborn, MI (US);
Uttara Thakre, Dearborn, MI (US);
Harsh Bhupendra Bhate, Dearborn, MI (US);
Sahib Singh, Ann Arbor, MI (US);
Zaydoun Rawashdeh, Farmington, MI (US);
Ziwei Zeng, Redmond, WA (US);
Senthil Kumar Natarajan, Chennai, IN;
Vyacheslav Zavadsky, Ottawa, CA;
Sajit Janardhanan, Canton, MI (US);
Suresh Vairamuthu Murugesan, Belleville, MI (US);
Ford Global Technologies, LLC, Dearborn, MI (US);
Abstract
A system receives identification of a machine learning model, stored by a vehicle, that is ready for training. The system determines, based on a configuration file associated with the model, whether batch-based or live training is to be used to train the model and collects data for training, defined by a configuration file associated with the model. The system calls a learning as a service vehicle process to load a kernel and configures the kernel based on configuration data defined in the configuration file. The system receives notification from the learning as a service process that the training is complete. Additionally, the system validates a model, responsive to the notification including indication that training was successful, using a vehicle model validation process to test the model with live data before deployment by background execution of the model and saves a copy of the model for deployment responsive to successful validation.