If you're sloppy, use the included paste, Ceramique, or other non-metallic based thermal grease. GPU cores, being installed directly on the PCB, have a lot of little things around them you can short out. While the risk is minimal (AS5 and other metallic pastes aren't THAT conductive), it's still there.
-z