The "Breakthrough" for AlphaGO was that Go is well mapped by a Monte Carlo tree search. Once they figured out it became a domain specific problem and totally irrelevant as a general AI breakthrough.
Won't we end up saying that about all AI breakthroughs?
Once you know the trick, it doesn't look amazing anymore
It's not a broad general AI solution... not hard to comprehend.