This is what my baked AO texture looks like (not in all places -- for most faces it looks fine):

What is the cause of this? What can I do to resolve it? I do not have any overlapping UVs and my mesh is manifold.
Here is the mesh if you would like to take a look: http://pasteall.org/blend/34604
Thank you all for your help!