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:
May. 26, 2026
Filed:
Jul. 18, 2025
Applicant:
Vijay Madisetti, Alpharetta, GA (US);
Inventors:
Vijay Madisetti, Alpharetta, GA (US);
Arshdeep Bahga, Chandigarh, IN;
Assignee:
[object Object];
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/3329 (2025.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06F 16/3329 (2019.01); G06F 40/284 (2020.01);
Abstract
A system and method for enhancing performance of h-LLMs including providing specialized h-LLMs specialized for different tasks and trained on a training dataset specific to the specific task to be performed by the specialized h-LLM, generating synthetic data by processing input prompts through the h-LLMs to produce synthetic outputs, feeding the synthetic data back to the specialize h-LLMs through a feedback loop process implemented in a cloud container environment, and performing model refinement on the specialized h-LLMs by retraining at least one specialized h-LLM using the synthetic data.