Nobel laureate Daron Acemoglu argues that AI will not trigger a massive productivity surge. He claims current LLMs lack the ability to automate complex, multi-step tasks required for real economic growth. This perspective clashes with Silicon Valley's optimism. Practitioners should expect incremental efficiency gains rather than a total transformation of labor markets.