The dashboard might even be funnier, though.
And this is what the creator chose to demo.
The "after" designs all replace the rather generic "SV startup with a tailwind UI" with this serif font, parchment color look. It looks very similar to Anthropic's branding. I guess it looks marginally more distinctive? Though it seems to replace one knock-off visual identity for another. But the claim is that the tool here is implementing best practices through a sophisticated "design vocabulary", and in that sense the examples strike me as manifest failures. I find the general legibility of the "before" designs to be much better.
I think the difficulty for AI to learn this, in general, is the missing out of the day-to-day experience living as a human, because that is what shapes our viewing habits. And those are what a good graphic design interacts with.
And if they need to explain it... ;-)
Tufte it isn't.