Mount Doom at the end
Why on earth does Sauron not have that door guarded?
Also, when Gandalf comes for them, he's with three Eagles. I bet that's because the third one was for Gollum. Even then, Gandalf had a (slim?) hope that Gollum would be alive and redeemed and worth saving.