shokwave comments on Scientific Self-Help: The State of Our Knowledge - Less Wrong
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It almost has to be evidence; even if it's just evidence that the person isn't doing it right, then you push this case through your prior for how often they do things wrong. Unless your prior is very high, you're still getting half the impact or more of the evidence. Although you could argue from the selection effect of "correct in your expectations of success" that you're almost guaranteed to only notice cases where they are doing it wrong, not cases where it doesn't work (because you don't expect it to work where it won't).