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eli_sennesh comments on MIRI's Approach - Less Wrong
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I would definitely call it an open research problem to provide PAC-style bounds for more complicated hypothesis spaces and learning settings. But that doesn't mean it's impossible or un-doable, just that it's an open research problem. I want a limitary theorem proved before I go calling things impossible.