Though a GPU is likely to produce artifacts, tears, graphical anomalies. CPU tends to be a sudden hardlock, possibly preceded by error messages from applications as they crash.
I use MX2 as well btw, also got some generic stuff from Thermalright (if they have generic; came with heatsink).
Arctic Silver is nice, but it's conductive. A stray drop can fry your system.