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timtyler comments on The Popularization Bias - Less Wrong
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Making agents with assumptions about anything which we are not confident of the truth of seems like a dubious strategy.
We are fairly confident of the Church-Turing thesis, though: "Today the thesis has near-universal acceptance" - http://en.wikipedia.org/wiki/Church–Turing_thesis