MUKA is an embodied-intelligence foundation model company focused on vision-based causal reasoning world models, committed to building a robot intelligence foundation that understands the physical world. At this year's World Robot Conference, MUKA will publicly debut an interactive robot demo based on visual reasoning. Visitors can freely rearrange the maze layout, design game rules, and interact with the robot in real time, observing how the robot understands its environment through vision, reasons about rules, and plans actions. The company believes the real difficulty for robots is not performing an action, but understanding causality in the real world. Through robot-native data and visual causal reasoning technology, MUKA hopes to take robots from executing tasks to understanding the world, providing a general foundation model for the next generation of embodied intelligence.