How to Govern Autonomous Agents in Enterprise AI Factories | NVIDIA Technical Blog
… OpenShift environments should manage VM profiles and platform state through GitOps. …
WAMs represent a shift from learning to act to learning how the world evolves. Cosmos 3 makes this approach practical: Open foundation, SOTA starting point. The base model, datasets, post-training recipe, trained weights, evaluation tools, and serving stack are all released under a license that permits commercial use. Faster adaptation. Strong physical priors cut the task-specific data a new policy needs. Convert your data to the LeRobotDataset format the robot-learning ecosystem already records into, run the published recipe. One foundation, many robots. Each new embodiment, such as Franka,
Beyond VLAs: How World Action Models Reshape Robot Manipulation | NVIDIA Technical Blog… OpenShift environments should manage VM profiles and platform state through GitOps. …
… The NVIDIA BlueField platform brings dedicated, programmable infrastructure processing in the AI factory data path. …
… Why build robot policies with Cosmos 3? WAMs represent a shift from learning to act to learning how the world evolves. …
… Learn more Autonomous vehicle AV research is undergoing a rapid shift. …
… Get started post-training AV models Closed-loop post-training provides a practical path for iterating on end-to-end driving policies. In this case, AlpaGym uses closed-loop rollouts to post-train AV policies in simulation, enabling them to learn from the consequences of their actions. …
… In the included benchmark snapshot for Surgical Tray Pick-and-Place success rate across four scenes , the Cosmos-augmented model improves robustness in shifted scenes: The practical takeaway: domain shift is the key-enabler to train a robot in hospital environments , which has a different pattern o… …
… Most published benchmarks do not run a sufficient number of rollouts to achieve statistical significance when comparing the performance of two policies. Introducing RoboLab We built a simulation benchmarking platform called RoboLab to address these issues. …
… SoftBank and NVIDIA recently reported stable outdoor 16-layer massive MU-MIMO operation on a GPU-based AI-RAN platform. …
… Prior to NVIDIA, Warren led core AI/ML platform teams in Google Cloud. …
… He specializes in developing joint AI solutions from ideation and integration through global scale, enabling production-grade AI platforms. …