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From:
Nielsen Norman Group
(Uncensored)
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Guesses vs. Data as Basis for Design Recommendations
https://www.nngroup.com/articles/guesses-vs-data/
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Even the tiniest amount of empirical facts (say, observing 2 users) vastly improves the probability of making correct UI design decisions.