Comment by thrill

(1) is just playing Calvin Ball.

"Correcting" the output to reflect supposedly desired nudges towards some utopian ideal inflates the "value" of the model (and those who promote it) the same as "managing" an economy does by printing money. The model is what the model is and if the result is sufficiently accurate (and without modern Disney reimaginings) for the intended purpose you leave it alone and if it is not then you gather more data and/or do more training.