I'm confused. Was the AI wrong? Are we mad that immigrants commit a particular type of fraud at higher rates? Because then we're just mad that an algorithm discovered a truth our social norms don't normally allow us to openly acknowledge.
If we're mad that the workers didn't perform a proper investigation or give people due process, then I hardly see why we need to make the predictive model the target of our blame, rather than the human beings with intent and responsibility chose not to treat people with the rights and priveleges that should be afforded to them.
But I can't understand why everyone has decided the "correct" answer to this problem is to ignore reality and then try to delude machines into acting like how we want the world to work is how it actually works.
If we're mad that the workers didn't perform a proper investigation or give people due process, then I hardly see why we need to make the predictive model the target of our blame, rather than the human beings with intent and responsibility chose not to treat people with the rights and priveleges that should be afforded to them.
But I can't understand why everyone has decided the "correct" answer to this problem is to ignore reality and then try to delude machines into acting like how we want the world to work is how it actually works.