The economic hypothesis that has dominated the past hundred years is that economic growth is infinite because resources are infinite and (almost) free. We all know this is unrealistic and disconnected from our human condition.

Regarding "innovation", I agree with your idea. I even think that the major innovation will be to transpose models locally, using reduced infrastructures that will still be sufficient for the majority of use cases.