MUMBAI, India, Jan. 9 -- Intellectual Property India has published a patent application (202511116148 A) filed by Mr. Pradeep Balasubramani, Mountain View, U.S.A., on Nov. 24, 2025, for 'adaptive neural framework for context-aware multimodal intelligence and real-time decision optimization.'
Inventor(s) include Mr. Pradeep Balasubramani.
The application for the patent was published on Jan. 9, under issue no. 02/2026.
According to the abstract released by the Intellectual Property India: "The present invention provides an Adaptive Neural Framework designed to enable context-aware multimodal intelligence and real-time decision optimization. The system integrates a multimodal data acquisition layer, a context-aware embedding engine, a hybrid multimodal fusion network, and a reinforcement-learning-driven decision optimization module to process heterogeneous data streams such as visual, auditory, textual, sensor, and environmental inputs. By dynamically modeling temporal-spatial context and continuously updating internal representations, the framework delivers accurate situational understanding in rapidly changing environments. The invention further employs adaptive reward shaping, meta-learning, and uncertainty-aware policy adjustments to ensure robust and responsive decision-making. The proposed architecture is scalable, self-evolving, and suitable for deployment in autonomous systems, industrial automation, smart environments, advanced robotics, and high-speed predictive analytics, offering a unified and efficient solution for next-generation intelligent systems."
Disclaimer: Curated by HT Syndication.
