Research

Robots Need More Than VLAs & World Models

Everybody is racing to build larger VLAs, bigger robot policies, and more powerful world models. That is the wrong race. Robotics does not need another demo model. It needs a complete, coherent system: one that can turn physical experience into robot-usable supervision, adapt across embodiments, recover when reality changes, and complete useful work in the real world. Building it requires new model architectures aimed at the whole problem, not more policies aimed at one slice of it. Today we a