One bad email address ruins a whole email send?

[ehersman]

If I have an email list, but one address is bad, it kicks back the whole
thing and doesn't let it go through.

Any ideas on how to combat this? The way things look, if I bought an email
list and one address was bad, I'd be in big trouble.