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Dear AI / ML / NN people:  Just because you learned about geometric vs arithmetic functions by hearing about Thomas Malthus' supposition that there were "too many people, not enough food," over 200 years ago, that does not mean that such is the case today.  Often times, one can apply novel math to a situation that does not fit it.

Don't love your models more than you love the real people each datapoint represents.

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