Bombers do sometimes fail. I think there's a 25% chance to fail, 25% chance to destroy city improvements, 25% chance to kill population, and 25% chance to hurt units. not sure though, probably wrong.
That's why I use artillery though, since it'll always go after units first.
Oh and BTW, i...