As dudewitbow said, it's going to be a common Linux distro with some steam modifications and a steam GUI on top of it. Most likely the shell, application repository and other common Linux features will not be accessible without a little bit of modification. I would bet there certain hardware support limitations. At some point, the OS will be downloadable: http://store.steampowered.com/livingroom/SteamOS/