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Jensen Huang has added a stark condition to his argument that AI companies should move quickly: if a frontier lab cannot contain its experiments, he says the lab should shut down. The NVIDIA chief said the alternative would be allowing systems to escape testing and cause unacceptable damage, with companies facing potentially civil and criminal liability.

Huang also argued that the current push for new AI regulation is a distraction, saying existing laws should be applied instead. His position is not a call for unregulated development.

That leaves a pointed question for the industry’s favourite engineering-first safety argument: who decides when containment has failed, and who has the authority to stop a commercially valuable lab? Huang places that judgement with companies that have agency, rather than with a collective pause or a new regulatory regime.

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