World-to-Wrist: Task-Conditioned Future Wrist Modeling for Fine-Grained Robot Manipulation
World-to-Wrist VLA models treat main and wrist views separately; this work introduces W2-VLA to bridge this gap. It predicts future wrist movements by contextualizing latent tokens with task information, creating a task-conditioned pathway from global context to fine-grained, future manipulation control.