Goldman Sachs expects Amazon, Alphabet, Microsoft, Oracle, and Meta to boost their AI infrastructure spending by 54% to $1.2 trillion in 2027, surpassing current Wall Street estimates. These companies are already on track to spend $800 billion this year. Goldman estimates that hyperscalers need approximately $300 billion in annual AI revenue to break even, while rising financing needs and infrastructure constraints could slow future spending growth.