dbaupp comments on 2011 Less Wrong Census / Survey - Less Wrong
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I'd agree with that statement, revising it up to at least 95%. Once you've got it down to more than 19 in 20 people you meet being obviously-dumb, it's worth the effort to inspect the others more carefully, since it's always good having really smart people around.
I'm much more familiar with people thinking 95% is an orders-of-magnitude higher estimate than 80%, and so I tend to adjust others' carefully-thought-out estimates outward rather than inward, unless they are 0 or 1.
ETA: It's worth noting that one of the huge signals smart people give off is the "OMG you're talking about something that requires intelligence I'm so happy to have met a smart person because that happens to me less than 5% of the time" reaction, which if rarer than I think would significantly throw off my estimates.
Seeming "obviously" dumb and actually not being in the top 5% are very, very different. A person might just be tired, or stressed, or distracted and so not exude intelligence. Or, they might be acting a little less intelligent than they actually are, maybe for social reasons.