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:
Jul. 28, 2026
Filed:
May. 16, 2024
Large language modeling systems and methods for building, testing, and validating a predictive model
State Farm Mutual Automobile Insurance Company, Bloomington, IL (US);
Michael W. Fields, Bloomington, IL (US);
Stephen Prevatt, Bloomington, IL (US);
Jeff Stoiber, Bloomington, IL (US);
State Farm Mutual Automobile Insurance Company, Bloomington, IL (US);
Abstract
A computer system for building, simulating, and/or validating a predictive model. The computer system programmed to (i) analyze one or more predictive pricing sub-models to detect one or more issues; (ii) execute a GPT model on the one or more predictive pricing sub-models, the GPT model trained to identify differences between predicted pricing and actual pricing for certain predefined events; (iii) compare the one or more issues to one or more outputs of the GPT model; (iv) in response to the comparison, generate a new model software template including one or more code changes to the one or more predictive pricing sub-models based upon the comparison; (v) generate a simulation environment based upon a plurality of data; (vi) execute the new model software template in the simulation environment; and/or (vii) update the new model software template based upon one or more outputs of the execution.