> tremendous amounts of inference capacity become open for pennies on the dollar.
They can't be operated for pennies on the dollar, though. The likely current status is that these products are subsidized to disregard model cost, and part of the operating cost.
If the bubble bursts, inference that can't be made profitable when factoring in operating costs will be scraped, not sold for pennies.