So when a client (read: police department) comes to you to create a predictive model of a “likely suspect”s face, how will you reconcile centuries of biased and

So when a client (read: police department) comes to you to create a predictive model of a “likely suspect”s face, how will you reconcile centuries of biased and discriminatory policing as your training set? Or do you even reconcile it at all?