LoGo aims to improve 3D consistency in long AI-generated videos

LoGo was introduced as a World Labs internship project focused on post-training world models. Its creator says reward design matters greatly for 3D consistency in long generated videos. Another researcher says scenes can morph and objects can change or disappear as videos get longer; they describe a spatially localized 3D reward model intended to show the video model where things went wrong.