It goes all the way through downloading all the updates, and when it gets mostly done installing it says there was an "Error-Could not install updates".
This is a brand new out of the box Lenovo X230 with nothing installed or configured. Everything is default.
This also applies to a Lenovo W530 as of 5/17/13.