A dataset of 380 trillion tokens reveals how AI consumption alters financial markets and labor. Researchers at Yale tracked real-world usage to quantify the technology's impact on business operations. The findings provide a concrete baseline for measuring productivity gains. This data helps practitioners distinguish actual utility from speculative hype in enterprise deployments.