The problem is that a significant amount of the already-made GPUs are in use. Even if they can afford to throw money at it, where is that money going to go?
The best they can do is out-bid their competitors, for the competitors hardware. I'm sure apple doesn't want to pay Google for GCP resource to train an AI. Again, there may not be enough companies renting out GPUs at all.