Jim Fan’s Robotics 'End Game': Shifting from VLAs to Video-Based World Models

Jim Fan argues that the next leap in robotics won't come from grafting actions onto language models, but from video generative models that implicitly learn physical laws through pixel prediction. This shift suggests that robotics will scale by simulating world states rather than text, positioning video as the ultimate pre-training ground for embodied AI.