More that our attempts at using probabilistic machines to produce predictably deterministic outputs (AI -> process output) was always a fool’s errand; we should be using that probability engine to produce software that creates repeatable and predictable outcomes, instead (AI -> software, software -> process output).

The AI tool isn’t wrong, our use of it is. See the glut of OpenClaw users effectively deploying it as a glorified linter and Stack Overflow copier but without actually creating the sort of reusable artifacts (or consumer spending from comparatively high wages) that approach yielded from human developers.