Article By : Mir Sayeed Mohammad, Sarunas Kalade, Graham Schelle See MolmoAct2, an open vision-language-action model, drive a robot arm from a browser—running fully on a single Ryzen AI Max+ 395 mini PC with ROCm. No cloud, no datacenter GPU: just unified memory, Ryzers containers, and zero-shot cross-embodiment control. Teaching a robot to “put the bowl on the plate and place the cream cheese inside the bowl” used to require a rack of data-center GPUs sitting behind the robot.