… Video games offer something that’s hard to build from scratch: structured, varied worlds with defined goals and well-specified success conditions. They’re high-quality training environments, available at scale. …
… But pretraining and post-training remain the bedrock of intelligence. They’re core to making reasoning models smarter and more useful. And getting there takes scale. Training frontier models from scratch isn’t a small job. …
… NVIDIA Halos : This comprehensive, full-stack safety system is designed to ensure the safe development, training and deployment of robotics with end-to-end safety guardrails from the cloud to the robot. NVIDIA GR00T X-Embodiment : This dataset includes the same data used to post-train NVIDIA GR00T. …
… Think of it as replacing a single-lane road spanning a town with a cleverly laid-out street grid system paired with an on-the-fly traffic app, enabling drivers to reroute around slowdowns and road closures. “Deploying MRC in the Blackwell generation was very successful and was made possible by a st… …
… As part of this effort, BharatGen has developed a 17-billion-parameter mixture-of-experts MoE model from the ground up, using the NVIDIA NeMo framework for pretraining and the NeMo RL library for post-training. …
… Terra Robotics develops laser-weeding agricultural robots to automate sustainable farming. WiRobotics creates wearable walking-assist and humanoid robots to enhance mobility and physical interaction, using training data from assisted products to train its humanoids. …
… 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. …
… Advancing Autonomous Vehicle Research Beyond Recorded Miles For AV researchers, the problem is the “long tail” of driving — rare interactions, unusual road geometry, lighting changes and edge-case behaviors that are difficult to repeatedly collect, but critical for training and validation. https://… …
… The ecosystem spans nearly every geography, supporting regional and sovereign AI capacity for frontier model builders, enterprises, startups, software providers and national AI programs. “Every company and every country needs AI factory infrastructure to turn data into intelligence,” said Jensen Hu… …
… 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 . …