If you see two police on the corner and think...

Not to speak highly of the NYPD - but it is the character of most violent criminals to refrain from attacking you when police officers are standing close at hand.

There's a famous video of an apple store robbery and the thief walks past a cop on the way out. Police don't do anything anymore.