$725 billion is the combined budget Google, Amazon, Microsoft, and Meta allocated for AI infrastructure next year. This massive capital injection targets data centers and specialized chips. The scale suggests a high-stakes bet on infrastructure over immediate software returns. Practitioners should expect continued hardware acceleration and expanded cloud capacity for large-scale model training.