Intellectual Property India Publishes Patent Application for System And Method For Cascaded Large Language Model Inference With Failure Summarization And Token Budgeting

MUMBAI, India, July 30 -- Intellectual Property India has published a patent application (202641087980 A) filed by Christ University on July 18, 2026, for System And Method For Cascaded Large Language Model Inference With Failure Summarization And Token Budgeting.

Inventors include Dr. Nipuna Ashok; Dr. Jossy George; and Dr. Monisha Singh.

The application for the patent was published on July 24, 2026, under issue no. 30/2026.

Abstract: The invention relates to machine learning inference for code generation, particularly a cascaded large language model architecture that improves compute efficiency and correction quality over single-stage inference. An original code-generation task is first processed by a lightweight 1.5B-parameter coding-...