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> What other uses do GPU's have that are critical...? lol

GPUs are essential to every kind of scientific and engineering simulation you can think of. AI-accelerated simulations are a huge deal now.

GPUs that have lives of..?

Now compare that with the life a rail road. Amusing.

Some of those railroad bridges might never have been constructed without those simulations.