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wedrifid comments on The Scylla of Error and the Charybdis of Paralysis - Less Wrong
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And I wonder if the 'best strategy' found by doctors in this way is a different thing entirely to the strategy that optimises patient outcomes. The best thing about learning by practising is that you can learn successfully without having to admit what your utility function looks like!