Cyan comments on Open Thread: January 2010 - Less Wrong
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Cox's theorem doesn't deal with utility, only plausibility. The utility stuff comes from looking at preference relations -- some big names there are von Neumann, Morgenstern and L.J. Savage.
Also keyword, "Dutch book".
Right, I knew that. Thanks.