I have no idea if each boom brings us closer. Scientific discovery is not exactly a linear process; we can’t observe before the fact if we’re getting closer or are on a dead end path, and that’s even assuming we can ever get there at all.

But it’s hard to deny that each boom doesn’t give us something useful. Neural Nets might not exactly make an AGI, but they do have uses.