Police in the US enjoy what is called Qualified Immunity, and it shields them from responsibility for pretty much anything that doesn't become a national headline. "Oops, I shot your grandmother in the face? Well she looked threatening. I'm not going to say we made a mistake, but clearly we got the wrong house. Come to think of it, you look pretty threatening too..." It's literally an everyday thing over here.