Note that the biggest GPU providers in the world are the hyper scalers and even they couldn’t allocate more if you pay for it. Because the rich companies and well funded ones are gobbling them up to the point where if tomorrow a 5T model that smokes every other model in the world is released you just can’t afford inference.
The bets are absolutely huge and have been spread throughout the financial system via securitization. If the number does not continue to go up, a lot of people are going to find themselves backing their numbers with money that simply isn't there anymore. Therefore, the number will continue to go up and we (meaning American taxpayers) will back whatever it takes for that to happen.
Now, were the bets stupid to begin with? Of course. Who wants a machine that potentially unemploys major percentages of the population? No one. But the bets were made regardless, and then more bets were made on the hypothetical returns of the first round of bets, and so on and so on.