Hi,
Yesterday, I setup my system (Ubuntu 7.04, though I am pretty sure it is a common issue) to allow password-less login for my daughter. The gdmsetup utility has the security option for autologin, which almost does what I want, but not quite.
I think you can just run passwd -d <username> and everything will just work without any gdm configuration. --Ray