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NancyLebovitz comments on Open thread, July 16-22, 2013 - Less Wrong
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One example would be that people tend to think that their senses automatically give them information, while in fact senses and their interpretation is a very complex process.
Another would be (from what Root-Bernstein says) that very good scientists are fascinated by their tools-- they're the ones who know that the tool might not be measuring what they think it's measuring.
And indeed, to capture this notion is why Kant made the distinction between analytic and synthetic a priori knowledge in the first place.