gwern comments on 'An objective defense of Bayesianism' - Less Wrong Discussion
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I haven't read this either, but the second sounds like Cox's theorem in disguise.
From a quick glance it looks to be the same flavor but a different result. The assumptions they are making seem to be different from Cox's theorem.