World Models Enter the Physical World: Antlingbot Opens Source LingBot-VA, Allowing Robots to Think Before Acting

Ant Group's LingBot-VA, an open-source embodied world model, introduces an autoregressive video-action framework that integrates video generation with robotic control. It simultaneously predicts future states and outputs action sequences, enabling real-time planning and execution. Real-world tests confirm its effectiveness in complex physical interaction tasks.....