jsteinhardt comments on Welcome to Less Wrong! (5th thread, March 2013) - Less Wrong
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Regarding Bayes, you might like my essay on the topic, especially if you have statistical training.
That paper did help crystallize some of my thoughts. At this point I'm more interested in wondering if I should be modifying how I think, as opposed to how to implement AI.