Alphabet and Meta are shifting from cash-heavy reserves to aggressive borrowing to finance AI infrastructure. These giants now rely on debt markets to fund the massive compute power required for advanced chatbots. This pivot reflects the soaring capital expenditures of the AI race. Practitioners should expect sustained, high-scale hardware deployments as debt fuels growth.