Comment by makeitdouble

It's more complex: in many countries if an ambulance hits a car while running a red light because of an emergency, the ambulance is at fault, as they were breaking the rules.

So the rules still apply to them, they just won't be pursued on theoretical grounds (getting fined/arrested sheerly because of the infraction, without any other consequences)