I am unsure whether or not GPUs are good at work involving arbitrary precision numbers. My intuition was that they excelled at doing massively parallel operations for which accuracy is not a high concern.

I would probably look into using some sort of large integer sieve if I were trying to search for an example. Thinking about it though, I am even unsure whether it is decidable that N is widely digitally delicate.