GPU has fallen off the bus

Rectification: This is false. Just lucky for some time. See this thread for more on this.

The safest way to reboot a frozen machine is still a Sync, Unmount and reBoot SysRequest (i.e. hold Alt + SysRq while pressing S, U, and B) as long as the kernel is still running.