Dexterous robotic manipulation is a critical capability for robots operating in dynamic environments, including manufacturing facilities, warehouses, laboratories, and domestic settings. From grasping delicate objects to assembling complex components, robots must coordinate their movements, interpret visual information, and respond to physical interactions with precision. Achieving this level...