Ant Lingbo Technology LingBot-VA: The First Causal Video-Action World Model for Generalist Robot Control

Ant Lingbo Technology has launched LingBot-VA, an autoregressive framework that unifies video world modeling with policy learning, jointly learning future frame prediction and action execution. Evaluation results show that the framework demonstrates clear potential in long-horizon manipulation, data-efficient post-training, and generalization to new scene configurations.