What are the biggest mistakes with reliability in GPUs?

[nathan6596]

I have a question about GPUs that may be useful for other people working with it too.

I am particularly interested in reliability and integration. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

What would you tell someone trying this for the first time?