Major tech firms have accumulated roughly $500 billion in debt to fund AI infrastructure. Much of this borrowing comes from conservative retirement funds and pension plans. This shift moves risk from corporate balance sheets to ordinary savers. Practitioners should monitor how this debt-fueled spending affects long-term Capex and ROI expectations.