Misha comments on Reliably wrong - Less Wrong
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In fact, when the possibilities for prediction are relatively constrained, but there are a lot of people making predictions, and the system is complicated enough that you can't expect most people to be mostly right, we'd have some people being consistently wrong by chance alone.