It’s true that making decisions based on statistical risk is different from people acting out of hate. Indeed, it can be seductive to people with a basic understandinge of math that data driven decisions should be more fair minded.

But the devil is in the details. It’s famously easy to make bad decisions based on “flawless” calculations that simply don’t interpret data right or don’t take all factors into consideration. Statistics is known for this peril even in mundane business situations, but with problems that are controversial, and affect people’s lives, it’s even more perilous.

Here basic profiling would tell me you are male, correct? Did you know people like you commit 99% of murder and violent crime? Can you really blame me for crossing to the other side of the street if I see you walking toward me at night?