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this post was submitted on 28 Jul 2023
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This seems shortsighted. You are basically asking people to police their own biases. That's a tall ask for something no one can claim immunity from.
I am asking a group of scientists who should be very well-versed in statistics and weights, you know, one of the biggest components in a machine learning model, to account for how biased their data is when engineering their model.
It's really not a hard ask.