MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202641085814 A) filed by Vellore Institute Of Technology on July 13, 2026, for System And Method For Adaptive Artificial Intelligence Reliability Using Hybrid Out-Of-Distribution Detection And Meta-Reliability Monitoring.
Inventors include Jagadeesan S; Dhanush T; Deepak C; Vishva S A; and Yogeshwaran P S.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present disclosure proposes a system (100) and a method for adaptive artificial intelligence reliability management through hybrid ensemble out-of-distribution detection, meta-reliability monitoring, predictive distribution-drift forecasting, cryptographic audit generation, and autonomous model adaptation in deployed artificial intelligence systems. The system (100) comprises a computing device (102) having a processor 104 and a memory (106). The computing device (102) maintains operational communication through a network (108) with a data repository (110). The memory (106) stores plurality of modules (112) executed by the processor (104) for performing adaptive artificial intelligence reliability assessment, reliability monitoring, predictive distribution-drift forecasting, cryptographic audit generation, confidence calibration, autonomous model adaptation, and reliability-related information exchange associated with a monitored artificial intelligence model.
Disclaimer: Curated by HT Syndication.
