Economist Daron Acemoglu argues that AI will not drive massive productivity gains without significant structural changes. He claims current LLMs lack the reasoning capabilities to automate complex tasks. This perspective suggests Big Tech overestimates the immediate economic impact. Practitioners should expect incremental efficiency gains rather than a total labor market transformation.