shokwave comments on Scientific Self-Help: The State of Our Knowledge - Less Wrong
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To make matters worse, there is also the case of appearing to harm women. Even a false accusation of rape is a terrifying prospect for any man who isn't like the specified male friends you mentioned.
For some social environments, the cost of a false positive (you determine 'yes' when actually 'no') is way higher than the cost of false negatives. For many other situations, the cost is potentially lower. I don't see it here, but the failure mode in almost all social discussions I've had the misfortune of having on this topic has been to try and generalise a single behaviour for women or men over both situations.