"Discrimination" is the marxist way of saying "Choice".
As it stands, all you've done here is reveal to the thread that you don't understand why discrimination is a concern with machine learning, but you have very strong feelings about it anyways. Congratulations? Good talk?
While unintended discrimination emerging from machine learning techniques is a very important problem that needs to be addresses, it's also important to remember that practices such as "redlining" show that there is still an unfortunate amount of intentional discrimination. The complexity of machine learning creates a lot of opportunity to hide intentionally biased features.
Whenever you
- book a flight, - buy bread or milk, or - get a girl friend
you discrimate in favor of one and against all others. Subjective discrimination is the only way to choose, discrimination is the sure consequence of your every choice.
I don't get the "marxist" part though
update: Of course, forgive my bout of idiocy