Extrapolation is, like, one notch above guessing, though. It’s not wrong, exactly, but I’m not convinced failing to do it is an error in every context.
Mostly, you’re right, this article makes it’s argument by openly ignoring all the applications it has found. But anything where “hallucination” would be a problem might need a fundamentally different technology.