>> We now have multiple implementations that get 94%+ success _without_ knowing anything about the world. Isn't that remarkable?

That success only lasts in the limited context of the corpora used for training. Step outside that and success goes down to 60% or much worse. And that's just tagging and things, shallow parsing. Meanning? Discourse? Don't even think about it.