So maybe we are talking too much about AI as a tech bubble (like the dotcom bubble) and it is actually closer to an arms race like the nuclear programs or space race? For better and for worse there are a lot of secondary value and ventures created from those and one could see AI ventures in a similar light.

A key difference is of course, at least in the US, that the research is led by corporations as opposed to research institutes and government.