What A.I. Is Actually Doing to the Economy

Artificial intelligence is fueling widespread economic anxiety, with 70% of Americans fearing job displacement. However, current economic data remains insufficient to track AI's real-time impact, as government industry categories are outdated and private sector reports offer conflicting conclusions. Historical precedents provide the best framework for understanding this shift: the 1990s Internet revolution demonstrates how gradual technological integration allows for workforce adaptation and productivity growth, whereas the "China shock" illustrates the devastating, concentrated consequences of rapid, disruptive trade changes. While AI currently functions primarily as a tool rather than a wholesale replacement, the speed of its adoption remains the critical variable. Policymakers face the urgent challenge of improving data infrastructure and redesigning social safety nets to mitigate potential labor market volatility, as the current lack of clarity leaves individuals without clear guidance for future career planning.