AI history teaches that it is easy to get over-excited and read too much into breakthroughs; people have repeatedly believed that a single technique (search in the 1950s, deep learning a decade ago, now Transformers) is the 'magic ingredient' for AGI, but each time the field discovers there are missing ingredients we don't yet know about.