Physical AI, the type of artificial intelligence that manages robots and machines in the real world, faces a unique challenge. While companies like OpenAI and Google focus on building massive multimodal models, and Nvidia develops tools for physical AI, industrial firms like Hitachi and Siemens believe there’s a better way. They argue that machines need










