Physical AI Learns Human Proprioception｜人の固有感覚（動作と力加減）を学ぶフィジカルAI｜H2L BodySharing

Tokyo-based H2L shows its real BodySharing Physical AI system, unveiled at CEATEC 2026, learning how a person moves and how much force they use from an optical muscle-deformation sensor and a camera. The video places human demonstrations beside a physical robot handling objects such as a cup and items on a bookshelf, in both a simulator and on hardware. It follows the path from recording a demonstration and training the model to generating motion and force commands for autonomous control. H2L frames the system for factory skill transfer, household services, logistics, and retail.