I have a concern with that. Say I train the filter to treat emails from company X as spam, and then in the future I sign up with company X and their emails to m

I have a concern with that. Say I train the filter to treat emails from company X as spam, and then in the future I sign up with company X and their emails to me get treated as spam. I dont know for sure if that's how the filter would behave, though.