MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202617048799 A) filed by Ge, Xiaolin on April 16, 2026, for Systems And Methods For Hybrid Artificial Intelligence Enhancement And Optimization.
Inventor includes Ge, Xiaolin.
The application for the patent was published on June 26, 2026, under issue no. 26/2026.
Abstract: Examples for validating and optimizing responses generated by large language models (LLMs) are disclosed. A multi-pronged approach includes implementation of a logic programming engine that parses the responses into verifiable logic predicates to detect contradictions against a real-world knowledge base. The responses can further be weighed for category validation by using category theory to model the responses as mathematical morphisms to identify semantic inconsistencies that may be indicative of false information associated with the responses. The responses can be modified and supplemented in view of the validation operations described.
Disclaimer: Curated by HT Syndication.
