Massive capital expenditures in AI infrastructure currently fuel equity market growth. Proponents argue these investments will eventually lower costs for goods and services through increased business productivity. However, the immediate financial impact remains concentrated in hardware providers. Investors must now determine if software-level productivity gains can justify the current S&P 500 valuation premiums.