jimrandomh comments on Bayesian Epistemology vs Popper - Less Wrong Discussion
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Cox's theorem is a proof of Bayes rule, from the conditions above. "Consistency" in t his context means (Jaynes 19): If a conclusion can be reasoned out in more than one way, then every possible way must lead to the same result; we always take into account all of the evidence we have relevant to a question; and we always represent equivalent states of knowledge by equivalent plausibility assignments. By "reason in more than one way", we specifically mean adding the same pieces of evidence in different orders.
(Edit: It's page 114 in the PDF you linked. That seems to be the same text as my printed copy, but with the numbering starting in a different place for some reason.)