It was one of the more effective training exercises that I saw during my years in the New York Police Department.

The instructor would call up four cops, two black and two white, to the front of the class. He’d have one of the black cops face the wall with his hands up and place the two white cops close behind him, on either side, pretending to point guns at him.

The...