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timtyler comments on The Popularization Bias - Less Wrong
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The No free lunch theorems of search could do with a populist write up.
Basically to tell people making AIs that they need to reference the world/problems they are trying to deal with.
Occam's razor means that the no free lunch theorems are practically irrelevant.