No, it is being oblivious to the things that happen to those discriminated against.  
Why do you find it worthwhile to argue that we should have no sensitivity to people?  It doesn't hurt you.  It doesn't infringe on your freedom.  It's just understanding where a person is coming from and attempting to empathize with that.