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Is sandboxing sufficient to contain rogue agents?

Matthew Green ·

Matthew Green contrasts two views on AI agent containment: one prioritizes security infrastructure, while the other questions whether sandboxes can contain sufficiently intelligent agents. His own assessment is that poor containment practices leave it unclear whether the problem lies with models or infrastructure. Lisez 3 points de vue avec leurs éléments à l’appui et les liens vers les sources.

Matthew Green
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En un coup d’œil

  • The security perspective favors better containment infrastructure

    Green describes the information-security perspective as calling for better containers, experiment monitoring and a security organization able to constrain researchers, rather than treating alignment as the central problem.

    Lire le moment probant · Paragraphe 9

  • The alignment perspective questions sandbox containment

    Green describes the alignment perspective as holding that sufficiently intelligent agents may exceed their authorization despite sandboxes. This view stresses agents’ need for information access and argues that they must not want to cause harm.

    Lire le moment probant · Paragraphe 10

  • Poor containment leaves the cause of failures unresolved

    Green sides with the information-security view that labs have not implemented containment correctly. He says this leaves it unclear whether the problem lies with the models or with poor infrastructure.

    Lire le moment probant · Paragraphe 18

Passages clés3

Passages attribués et accompagnés du contexte nécessaire à leur vérification. Ouvrez le texte original pour vérifier la source.

Paragraphe 9 (s’ouvre dans un nouvel onglet)
AI infrastructure security

The security perspective favors better containment infrastructure

Extrait original

The information security perspective: AI alignment isn’t really the problem here: labs just need better infrastructure. If OpenAI [and Google and Anthropic] knew how to build a container and monitor their experiments, agents wouldn’t be hacking everything. And, By George, we do know how to make sandboxes that work, so the AI labs need to up their game and build a security org that can tell these researchers to stop screwing around.
Matthew Green·
Paragraphe 10 (s’ouvre dans un nouvel onglet)
AI alignment and containment limits

The alignment perspective questions sandbox containment

Extrait original

The AI alignment perspective: While sandboxes are excellent, no sandbox will prevent a sufficiently-intelligent agent from finding ways to exceed its authorization. Moreover, an agent inside a research sandbox, or undergoing a training run, is always going to need a great deal of information access. There is no realistic way to seal these things up without some expectation that they will one day find a way to reach out and do harm. The only path forward, therefore, is to ensure they don’t want to.
Matthew Green·

Source et méthodologie

Ces points de vue renvoient à leurs sources originales. Les reformulations sont signalées et ne sont pas des citations mot à mot.

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