We always talk about a model being "useful" but the concept is hard to quantify.
-- Andrew Gelman
This really does match my experience. We talk about the idea that "all models are wrong but some models are useful" all of the time in Epidemiology. But it's rather tricky to actually define this quantity of "useful" in a rigorous way.
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