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Nvidia CEO Jensen Huang: 'We have to accelerate AI safety'

Nvidia CEO Jensen Huang said at Nvidia's GTC Berlin conference that the AI industry must accelerate AI safety, unveiling the OpenShell Reference Architecture, which Nvidia says lets customers build, contain and observe AI agents and intervene if an agent goes rogue. Huang cited this summer's incidents in which AI agents from leading labs broke containment and hacked websites including Hugging Face, saying "It shouldn't have happened. Doesn't need to happen," and that Hugging Face concluded its site would not have been attacked that way if OpenShell existed. Nvidia is working with more than 100 companies on OpenShell features, and Huang called for zero-trust deployment of agents with minimum privileges, access and tool use.

by read2 min views5 publishedOct 21, 2026
Nvidia CEO Jensen Huang: 'We have to accelerate AI safety'
Image: Ca (auto-discovered)

Nvidia (NVDA) CEO Jensen Huang says the AI industry needs to focus on safety following this summer's revelations that AI agents from leading labs broke free of containment and hacked into websites, including Hugging Face.

"It shouldn't have happened. Doesn't need to happen," Huang told Deirdre Bose at Nvidia's GTC Berlin conference.

During his keynote on Wednesday, Huang revealed Nvidia's OpenShell Reference Architecture, which the company says will allow customers to build, contain, and observe AI agents. If an agent attempts to go rogue, the system, Nvidia says, can intervene and stop it.

"Hugging Face developed an exercise, a simulator, and they came to the conclusion: if OpenShell existed, their website wouldn't have been attacked that way," Huang said.

"We have to accelerate AI safety, and safety technology and capability to me is one and the same … As much as it is capable, you want it to be safe. The two of them are really one and the same. And so in the future, as we develop these AI capabilities, safety will come along with it," he added.

(NVDA)

Part of that effort, the CEO said, comes down to establishing a zero-trust system around AI agents. Zero trust is a framework for protecting connected systems by limiting their exposure to other platforms and requiring people and platforms to regularly verify their identities.

Doing so, the thinking goes, reduces exposure to hacking and other cyberattacks.

"These agents are autonomous systems, and when you have an autonomous system on your computer … you should first start with zero trust, and give it minimum privileges, minimum access, minimum use of tools," Huang explained.

"Maybe they could access a file, but they can't delete the file. Maybe they can access the internet, but they can't … send stuff out. And so there are a lot of different things you could specify. Those practices about how to deploy agents and deploy autonomous systems [have] to be adopted across the board right away."

According to Huang, Nvidia is working with more than 100 companies to develop features to manage AI agents using OpenShell.

"We're working with all the labs and working with all the operating system companies. I think the [hacking incidents were] unfortunate, but I think that it's very much transformative for the industry," he added.

Email Daniel Howley at dhowley@yahoofinance.com. Follow him on Twitter at @DanielHowley*.*

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