Luke_A_Somers comments on Open thread, Mar. 14 - Mar. 20, 2016 - Less Wrong Discussion
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The vast majority of yes/no questions you're likely to face won't support 5% intervals. You're just not going to get enough data to have any idea whether the "true" calibration is what actually happens for that small selection of questions.
That said, I agree there's an analytic flaw if you can change true to false on no additional data (kind of: you noticed salience of something you'd previously ignored, which may count as evidence depending on how you arrived at your prior) and only reduce confidence a tiny amount.
One suggestion that may help: don't separate your answer from your confidence confidence, just calculate a probability. Not "true, 60% confidence" (implying 40% unknown, I think, not 40% false), but "80% likely to be true". It really makes updates easier to calculate and understand.
I disagree that you can't get 5% intervals on random yes/no questions - if you stick with 10%, you really only have 5 possible values - 50-59%, 60-69%, 70-79%, 80-89%, and 90+%. That's very coarse-grained.