Economist Daron Acemoglu argues that AI will not trigger a massive productivity surge. He claims current LLMs lack the reasoning required for complex automation. This perspective contradicts the optimistic forecasts from Silicon Valley. Practitioners should expect incremental gains rather than total labor replacement as these tools integrate into existing corporate workflows.