Productivity Panic Slows Adoption

Public fear that AI will destroy jobs — amplified by entrepreneurs' warnings and visible workplace anxiety — can produce policy caution, managerial hesitancy, and social resistance that delay complementary investments and organizational changes necessary for productivity gains. The essay shows this is a recurring dynamic, where technological capability outpaces institutions and measurement, producing a 'panic' that shapes economic outcomes. — If true, the idea implies that the political and cultural reaction to AI matters as much as the technology itself for whether societies reap productivity benefits or suffer disruptive dislocation.