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Alexandros comments on Statistical Prediction Rules Out-Perform Expert Human Judgments - Less Wrong
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While this is promising indeed, it is wise not to forget about Optimization By Proxy that can occur when the thing being optimised is (or is under the control of) an intelligent agent.