Four giants—Google, Amazon, Microsoft, and Meta—will spend $725 billion on AI infrastructure next year. This massive capital injection targets data centers and specialized chips. The scale reflects a high-stakes bet on compute capacity. Practitioners should expect continued hardware availability but increased pressure on these firms to prove immediate ROI.