For a while? Wasn't GNU Hurd supposed to be the kernel? Just vague memories, didn't read up on it right now. Still not even close to ready.
Linux is not a GNU project. But it's free software, so I suppose RMS could use it without major pain. Although he'd probably prefer Linux to use GPLv3.