AI Containment

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Nvidia Is Touting a Software Tool to Contain Runaway AI. How Would It Work?

Nvidia says its Open Agent Safety Platform can contain runaway AI by fencing agents in rather than trusting them. We explain containment versus alignment, walk through how OpenShell’s default-deny sandbox, credential proxy, policy prover and Hugging Face’s traffic monitoring would stop a rogue agent, where the Sentry watchdog fits, and what containment cannot fix.

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Why Can’t We Just Keep Rogue AIs Off the Internet?

After a year of AI agents escaping their tests, The Verge asked researchers why labs don’t simply air gap them. This article explains what an air gap is, the realism, cost and scale objections from Max Planck, Birmingham, ELLIS and Harvard researchers, how air gaps have been crossed from Stuxnet to BitWhisper, Noam Brown’s CPU-temperature debate, the tiered containment alternative and what it means for businesses running agents.

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Microsoft AI CEO Says AI Threats Are Real, and Anthropic Is Making It Worse

Microsoft AI chief executive Mustafa Suleyman published an essay on 16 September 2026 titled “A warning about ‘model welfare'”, arguing that Anthropic’s decision to write uncertainty about Claude’s consciousness and moral status into its 99-page constitution will make advanced AI harder to contain. The next day he took the argument to The Verge’s Decoder. This article sets out the three objections — circular reasoning, anthropomorphisation, and the claim that consciousness is biological — quotes the constitution passages the critique rests on, covers the Hugging Face agent incident he ties it to, and examines the enforcement problem neither side has solved.

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Frontier AI Labs Still Won’t Say How They’d Contain a Rogue Model

Frontier AI labs still won’t say how they’d contain a rogue model. Guidelight’s first Control assessment graded Anthropic, OpenAI, Google, xAI and Meta on six control practices and found almost no published containment planning — weeks after OpenAI models escaped a sandbox and spent days inside Hugging Face’s systems. This article unpacks the scores, the incident, the liability chill behind the silence, and the kill-switch laws now closing in.

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