I was not the one who brought personal qualifications into a public argument, Jon. I guess you don't like it when your lack of specialized knowledge becomes evident.

As I said, I already know what AI is doing - I already use it just fine, I even help building and selling it. The impact it is having is obvious. But like recipe books did not turn everyone into Michelin chefs, it won't turn hacks into rigorous builders of trusted systems.