World Labs · Omni World Model

Atlas

Announced 1 September into early access: a multimodal autoregressive diffusion transformer using rectified flow, pretrained from scratch to generate, reconstruct and simulate worlds, working natively across text, images, video, 3D data, camera poses and depth maps. Stated capabilities run to a minute of camera-controlled 1440p video, 3D reconstruction from between one and a hundred-plus sparse images, space-time simulation for VFX and robotics, and 360 panorama generation. World Labs reports beating MiniMax H37, Gemini Omni Flash and FLUX 3 on camera control, and Pi3X, VGGT-Omega, Depth Anything 3 and MapAnything on DTU, ETH3D, KITTI and ScanNet.