Ok so I have been told this specific error is driver related and probably not hardware related. I reinstalled all of the newest drivers, removed them first with driver sweeper. It was working just fine for about an hour then I got the error again. I am using steam big picture mode on my second monitor(which is actually my TV connected via HDMI). The error actually says "Big Picture Mode had to close. What are some trouble shooting ideas? I will try to run it without BPM and without my second monitor. Also what could cause a GPU Driver corruption?

BPM is a pretty new thing and is likely to continue to have a bug here or there for a bit. Personally, I know quite a lot of people that use Steam regularly (and have for years) that are yet to see a single problem related to Steam.
As software goes it's pretty damn stable.