MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611061549 A) filed by Quantum University; and Qu Innovation Council on May 14, 2026, for Ai-Driven Adaptive Human–machine Interaction Display System.
Inventors include Dr. Raj Kumar; and Dr. Chunnu Lal.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: ABSTRACT AI-DRIVEN ADAPTIVE HUMAN–MACHINE INTERACTION DISPLAY SYSTEM The present disclosure discloses to AI-driven adaptive human–machine interaction display system (100) configured to dynamically modify user interfaces based on real-time user behavior, contextual data, and cognitive parameters. The system comprises a data acquisition layer (102) for receiving multimodal inputs, a cognitive intelligence engine (104) for processing data using machine learning, deep learning, reinforcement learning, and natural language processing, an adaptive interaction display (106) for dynamically modifying interface layout and interaction pathways, an explainable AI module (108) for generating interpretable outputs with confidence-based explanations, and a feedback learning module (110) for capturing user feedback and updating system models. The integrated operation enables cognitive load-aware adaptation, multimodal interaction, explainable decision-making, and continuous learning, thereby enhancing usability, personalization, and efficiency in human–machine interaction environments. Reference
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