Scammers aren't always acting on their own free will.
Is making a scammer less-productive, so possibly saving some number of vulnerable people from losing their ability to support themselves in retirement, ethical if that scammer may (may!) not themselves benefiting from the scam, and may be beaten or otherwise punished for poor performance?
... my god, might we even have a moral obligation to help them make their numbers?