3 ms·
Not only that, there are impossibility theorems that say you can't meet everyone's definition of "nondiscriminatory" except in a few trivial cases. https://arx
by yummyfajitas 10y ago
Not only that, there are impossibility theorems that say you can't meet everyone's definition of "nondiscriminatory" except in a few trivial cases.
https://arxiv.org/pdf/1609.05807v1.pdf https://arxiv.org/pdf/1609.05807v1.pdf
I.e. every algorithm will be "discriminatory" unless you predictor is perfect (i.e. gets 100% of decisions right). It's just a question of which kind of discriminatory they are. The same is true of any human decision process.
Unfortunately this means that we will be subjected to a slew of innumerate reporters posting "XXX is discriminatory" articles, regardless of how decisions are made.