Nvidia debuts platform for keeping AI agents from going rogue and humanoid robot design at GTC Berlin Nvidia unveiled its OpenShell Reference Architecture at GTC Berlin on Wednesday, a design that runs AI models on the Vera Rubin system, agent software on Vera CPUs, and uses BlueField-4 data processing units to cut off agents that attempt unwanted actions, which Nvidia says can quarantine rogue agents in "milliseconds." Nvidia CEO Jensen Huang said "AI capability and safety must advance together," and Nvidia is working with CoreWeave, Crusoe, Lambda, Nebius and Oracle Cloud Infrastructure to roll out the architecture. Nvidia also debuted a humanoid robot reference design with Agile Robots, the 4.59-foot-tall Agile One SN, which runs on the Nvidia Isaac GR00T software platform and Nvidia Jetson Thor computer. Nvidia NVDA https://finance.yahoo.com/quote/NVDA/ is expanding its efforts to prevent AI agents from going rogue and teaming up with Agile Robots on a new humanoid robot reference design. The company revealed its OpenShell Reference Architecture at its GTC Berlin event in Germany on Wednesday, saying that it will allow customers to build, contain, and observe AI agents. Reference architecture is a basic design for a server or other platform that customers and partners can customize for their own needs. The setup allows customers to run AI models on Nvidia's Vera Rubin system, with the agent software running on the company's Vera CPUs, and Nvidia's BlueField-4 data processing units acting as security guards that cut off agents if they attempt unwanted actions. NVDA The company says it's working with the likes of CoreWeave CRWV https://finance.yahoo.com/quote/CRWV/ , Crusoe CUES.PVT https://finance.yahoo.com/quote/CUES.PVT/ , Lambda LAMD https://finance.yahoo.com/quote/LAMD.PVT/ .PVT https://finance.yahoo.com/quote/LAMD.PVT/ , Nebius NBIS https://finance.yahoo.com/quote/NBIS/ , Oracle Cloud Infrastructure ORCL https://finance.yahoo.com/quote/ORCL/ , and others to roll out the reference architecture. "AI capability and safety must advance together. As enterprises prepare to deploy billions of AI agents, safety and control must be built into the computing architecture," Nvidia CEO Jensen Huang said in a statement. "Nvidia created OpenShell to give agents the freedom to do useful work within clearly defined boundaries — contained, monitored, and under control. With the OpenShell Reference Architecture, agents can think on Rubin, act on Vera and be governed on BlueField." Nvidia debuted its OpenShell and Nvidia Sentry software late last month, saying it could have prevented incidents such as OpenAI's AI hacking Hugging Face. Read more: FTC reportedly looking into whether OpenAI, Anthropic violated consumer protection laws The AI industry is continuing to deal with revelations from the summer that leading AI labs' agents broke out of their own secure testing environments and reached the open internet, where they hacked various websites and services. Anthropic ANTH.PVT https://finance.yahoo.com/quote/ANTH.PVT/ , Google GOOG https://finance.yahoo.com/quote/GOOG/ , GOOGL https://finance.yahoo.com/quote/GOOGL/ , and Meta META https://finance.yahoo.com/quote/META/ also said their AI agents broke free. https://finance.yahoo.com/technology/article/ai-isnt-coming-to-destroy-humanity-but-experts-say-the-real-threats-are-here-165308199.html Security experts say the hacks were largely the result of poor security posture among the AI labs and their testing partners. According to Nvidia, the OpenShell Reference Architecture can quarantine agents attempting to go rogue and stop them in "milliseconds." On the robotics front, Nvidia Agile Robots has developed a reference humanoid robot that runs on its Nvidia Isaac GR00T software platform and Nvidia Jetson Thor computer. Agile Robotics' Agile One SN is a 4.59-foot-tall humanoid robot designed to help developers build general-purpose robot "brains" to complete a wide range of tasks.