dclayh comments on Frugality and working from finite data - Less Wrong
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Upvoted; I think cosmology in particular and astronomy in general is a very important case study of how to make theories and generally become less wrong in a situation where you absolutely cannot make any changes to the thing you're studying. (Of course I'm likely biased because it happens to be the field I'm in at the moment.)