Intellectual Property India Publishes Patent Application for System And Method For Closed-Loop Inference Control And Dynamic Threshold Recalibration Of Transformer-Based Language Models

MUMBAI, India, Sept. 22 -- Intellectual Property India has published a patent application (202641108531 A) filed by Vellore Institute Of Technology on September 10, 2026, for System And Method For Closed-Loop Inference Control And Dynamic Threshold Recalibration Of Transformer-Based Language Models.

Inventors include D. Sumathi; Deepak C; Dhanush T; Dhanush M; and Kishore E.

The application for the patent was published on September 18, 2026, under issue no. 38/2026.

Abstract: A system for AI-based adaptive multi-hazard safety assessment and prioritization in smart-home environments is provided. The system 100 includes user device 102, network 104, and inference-control server 106 to process an input prompt and determine, at a plurality o...