3 ms·
Of course all models are biased, but we can try to build models that minimize the types of bias we care most about. I think the so-called panic comes from the
by zachwooddoughty 9y ago
Of course all models are biased, but we can try to build models that minimize the types of bias we care most about.
I think the so-called panic comes from the fact that more complicated algorithms are difficult for an untrained person to understand. For example, it's also illegal to discriminate housing/lending based on race, but if I hide that discrimination inside of a sufficiently-complicated ML model, I may be able to get away with it.