The only ones guaranteed to make money in a Gold Rush are the ones selling shovels.
That said, NVIDIA made the mistake of lending money and/or investing directly in the ones doing the "gold mining", so now they're heavilly exposed to the side of things that loses a lot of money when it turns out that it was all Fools' Gold.
When it comes to manias, some things are always the same.