Collaborative editing tools

Many users want to use collaborative editing tools to work on documents together. What do you use?
How do you deal with privacy concerns?
How do you back up these systems?
What are the strengths and weaknesses of these systems? When are they best used?

Some examples we might talk about include: wikis, OneNote, Etherpad, and WebEx.