Chinese startup X Square Robot is building an integrated stack combining data, world models, and action models. The company aims to replicate the pretraining success of LLMs for embodied AI. This approach targets the fragmented nature of current perception and control systems. Practitioners can expect a more unified framework for general-purpose robotic task transfer.