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khafra comments on A Rational Approach to Fashion - Less Wrong
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Contrasting this with
How do we know what's too difficult for a beginner? Must we observe lots of people who strike a very good impression, and only seek items which are similar across the majority of the training set?
This may work, but not (I think) as well as looking for failure modes of an item you wish to adopt. Who looks bad in it? Who looks good in it? Can you find why? Which is more likely to be you?