To me, the key quote is the simple "If you had told me in late 2022 I’d be saying these things 3 years later, I would’ve been pretty surprised." As someone with little exposure to the design industry, seeing how quickly AI could generate images, I'd been under the assumption that the AI takeover was already well underway there, so was surprised to learn that it's not.

If anything, that gives some comfort around the future of engineering job prospects. While there's still room to worry, "yeah but design is fundamentally human, while engineering is mostly technical and can be automated", I'm sure, just as design has realized, that when we get to a point where AI should be taking over, we'll realize that there's a lot of non-technical things that engineers do, that AI cannot replace.

Basically, if replacing a workforce is the goal, AI image generators and code generators look like replacement technologies from afar, but when you look closer you realize they're "the right solution to the wrong problem", to be a true replacement tech, and in fact don't really move the needle. And maybe AI, by definition of being artificial and intelligence (as opposed to real common sense) as a whole, is fundamentally an approach that "solves the wrong problem" as a replacement tech, even as AGI or even ASI gets created.