$725 billion is the combined budget Google, Amazon, Microsoft, and Meta allocated for AI infrastructure next year. This massive capital expenditure targets data centers and specialized chips. The scale reflects a high-stakes bet on compute capacity. Practitioners should expect continued hardware availability but potential pressure for these firms to prove immediate ROI.