Nobel laureate Daron Acemoglu argues that AI will not trigger massive productivity gains. He contends that most current tools automate tasks without creating new value. This perspective clashes with Silicon Valley's optimism. Practitioners should expect incremental efficiency gains rather than a total economic transformation from existing LLM deployments.