For example, you can't study a system's reliability without understanding its performance properties, and you can't study performance properties only looking at abstractions, because most of them do not include performance properties at all.
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If you're a frontier AI company that would have to fundraise in the future, you might find yourself optimizing for investors' interests, because if you don't, raising (now and in the future) would be harder.[6] Because operational and strategic needs influence Anthropic's decisions around where to have datacenters, what to lobby for (including how much to support export controls), which governments to give access to their models to, etc., there's a structural reason for them to circumvent any guardrails intended to prevent governance being wrapped (if any specific and effective guardrails exist at all).
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