From what I've read, it also incorporates gnome 3 as a desktop and can be used as a normal debian system, adding repositories, installing any compatible package, etc.
I suppose the Steam Machine's graphics will be Nvidia since for now it only incorporates their drivers.
A distro based on beta, but I hope with a great path ahead.