To your analogy, yes, police is fighting crime because getting Paul in jail would reduce rate by 50%. And after that, they can focus on Joe. It’s not nothing or everything (false dilemma/perfect solution fallacy).

Except, they're not only not going after Joe, they're actively hosting him. That's a crucial difference.