Try booting up a recent live cd with nouveau disabled, using the integrated GPU and see if the problem is the same. It doesn't seem like a memory issue as that would crash apps regularly, or panic the kernel. And the temps seem fine.
modprobe.blacklist=nouveau nouveau.modeset=0 in kernel command line.