… Toyota Research Institute customizes Cosmos WFMs for their own world model to achieve state-of-the-art results across dynamic view synthesis, state-of-the-art teleoperation data augmentation and navigation world models. https://blogs.nvidia.com/wp-content/uploads/2026/04/nvidia cosmos accelerates a… …
… Leaps and Bounds With Blackwell The first Blackwell training submission to the MLCommons Consortium — which creates standardized, unbiased and rigorously peer-reviewed testing for industry participants — highlights how the architecture is advancing generative AI training performance. …
… Pushing the boundaries of what’s possible in AI training, the NVIDIA H200 Tensor Core GPU extended the H100’s performance by up to 47% in its MLPerf Training debut. …
… SimReady is the content standard, built on OpenUSD, defining what physically accurate 3D assets must contain to work reliably across rendering, simulation and AI training pipelines. …
… NVIDIA is also releasing open-source datasets, training resources and blueprints to developers, including the dataset and training code for the Llama Embed Nemotron 8B model, featured on the MMTEB leaderboard . …
… That’s where AI comes in. Once trained with advanced AI methods, the resulting inference in the surrogate model is multiple orders of magnitude faster than the simulations used to generate training data. …
… The model was trained on synthetic data generated using frontier reasoning models. NVIDIA is publishing the complete methodology, including over 10 trillion tokens of pre- and post-training datasets, 15 training environments for reinforcement learning and evaluation recipes. …
… Its Destination AI program further supports partners in building and scaling their AI practices. …
… And at the computational level, it spans AI training to deployment, using three powerful computers — NVIDIA DGX for AI training, NVIDIA Omniverse and NVIDIA Cosmos running on NVIDIA OVX for simulation, and NVIDIA DRIVE AGX for deployment. “Halos’ holistic approach to safety is particularly critical… …
… Putting AI Through Its Paces: Policy Training Once the teaching materials — the datasets — are gathered, it’s time for the robot to learn new tasks. This starts with the robot brain, powered by reasoning VLAs such as GR00T. The VLA can be post-trained using data specific to its intended task. …