A scan of the 3,000 most-downloaded LeRobot datasets on Hugging Face found that 56.5% carry an apache-2.0 licence on an untouched template card, the default applied by push_to_hub, according to the rd…
Black Forest Labs released FLUX 3 Action, a 7B open-weight world action model that predicts future frames and actions jointly and placed first on the RoboLab-120 benchmark at 42.92% success, ahead of …
Black Forest Labs released FLUX 3 Action, a 7B open-weights World Action Model for robot control that ranks first on the RoboLab-120 leaderboard at 42.92% task success, ahead of NVIDIA's 16B Cosmos 3 …
AWS and NVIDIA detailed how to build a Physical AI model factory using NVIDIA Cosmos 3 on Amazon SageMaker HyperPod, a pipeline that continuously generates synthetic data, post-trains perception and p…
Agricultural manipulation data is fragmented into small, crop-specific projects with no standardized format, unlike robotics datasets such as DROID or Open X-Embodiment. The LeRobotDataset v3 can stor…
NVIDIA released Cosmos 3 Edge, a 4-billion-parameter World Action Model that runs on-device including on a GeForce RTX 3070, enabling developers to build physical AI without expensive hardware. The mo…
Researchers unveiled a latent world model using an equivariant encoder and predictor that achieves invariant predictions across orientations, with training loss symmetry ensuring consistent performanc…
Researchers have introduced What-If World, a benchmark of 319 prompt pairs testing whether video generation models correctly simulate physical changes in driving and robotic manipulation scenes. Acros…