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JoshuaZ comments on Open thread, Dec. 29, 2014 - Jan 04, 2015 - Less Wrong
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Consistency forces you to have a simplicity based prior if you have a counteable set of non-overlapping hypotheses described using some finite collection of symbols (and some other minor conditions to ensure non-pathology). See prior discussion here. See also here for related issues.