According to online reports, François Chollet, a well-known AI expert and father of Keras, said in an X release that there is one very important thing to understand about the future: the economics of artificial intelligence is about to change completely. We will soon enter a world where test time calculations can be turned into capabilities-and for the first time in software history, marginal costs will become critical.