The text generation quality is amazing, but the thing that's blowing my mind is how it can do math problems not seen in the training data. I've also seen a couple demonstrations of people generating simple apps with just a description.
And yet none of those people have released a demo, even though some said they would, multiple times. I'm still quite sceptical at those demonstration until I get to try it myself.