teks: An anecdote: I was once in a reading group with some ML practitioners from a FAANG-ish company digesting a modelling paper from the econometrics POV, which is very heavy on understanding assumptions and approaching from an analytic view of the world (ie you assume that the world works this way, posit an equation or two to summarize that worldview, then fit the data via MLE or some process). The practitioners had difficultly following this approach and understanding why the economist was taking that approach from the paper!!
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