Sep 2, 2026 · Artificial Intelligence

Atlas Unveiled by Fei‑Fei Li: A New Era for World Models and Robotics

World Labs' Atlas is a multimodal, camera‑controlled world model that natively handles text, images, video and 3D, offering spatial‑context generation, high‑fidelity 3D reconstruction, and robot simulation, with benchmark results that highlight its advantages over prior models.

3D reconstructionAtlasWorld Labs

0 likes · 10 min read

Atlas Unveiled by Fei‑Fei Li: A New Era for World Models and Robotics

Machine Heart

Aug 19, 2026 · Artificial Intelligence

Geometry‑Grounded Video Diffusion for 3D‑Consistent World Generation

DreamWorld introduces a two‑stage Geometry‑then‑Appearance pipeline that first generates geometry features for the target viewpoint using a 3D foundation model and then conditions a video diffusion model on these features to produce high‑quality, 3D‑consistent RGB videos, achieving state‑of‑the‑art results on multiple benchmarks.

3D GeometryECCV 2026Geometry-Appearance Decoupling

0 likes · 12 min read

Geometry‑Grounded Video Diffusion for 3D‑Consistent World Generation

camera‑controlled generation

Atlas Unveiled by Fei‑Fei Li: A New Era for World Models and Robotics

Geometry‑Grounded Video Diffusion for 3D‑Consistent World Generation