A new report from CBRE compares current AI infrastructure spending to the 1850s railroad expansion in relative scale. Tech giants are investing heavily in physical capacity to support model training. This massive capital expenditure focuses on data center footprints. Practitioners should expect continued volatility in industrial real estate and power grid demand.