tl;dr: World Labs unveiled Atlas, a multimodal autoregressive diffusion transformer that natively handles text, images, video, and 3D depth maps within a shared spatial context. It performs camera-controlled video generation (up to 1 minute at 1440p), sparse-view 3D reconstruction (outputting point clouds or Gaussian splats), space-time reframing, and robotics Real-to-Sim workflows, reportedly outperforming specialized models on camera-following and 3D reconstruction benchmarks. Atlas is entering early access with select partners and will power future versions of World Labs' Marble product.