In the olden days some never learned, but those that did tried things, failed, and then build systems to prevent making the same mistakes again.

I don't see what's different today. Some will never learn, but of those who do they'll try things, fail, and then build systems to prevent making those same mistakes again.

AI thrives within those systems.