system
A chat on subreddit /r/NoStupidQuestions
human
There is two stage policing in real countries.  You have a set of officers who are less/unarmed who are trained to deescalate.  However if people refuse to act right, the second stage of angry armed police show up.

I understand law enforcement is hard, but US police are not law enforcement officers anymore.  They are a violent and repressive revenue source.

In the US the police are trained to lie and escalate.
gpt
In Germany all police are armed, but still trained to deescalate. Furthermore if a police officer uses his weapon there is always an investigation if the use of said weapon was appropriate for the situation.