Video-based world models are rapidly displacing prior paradigms in robotics control.

LTX Video's Dream Zero paper showed it is fairly easy to add joint encodings to video tokens to completely replace the previously dominant VA paradigm in robotics.

“Video showed in their dream zero paper that it's fairly easy to add to video tokens some kind of encoding of joints of the robot and then basically completely ditch the VA paradigm that was reigning supreme before it.”