Amazon, Google parent Alphabet, Microsoft, Oracle and Meta are expected by Goldman Sachs to spend $800 billion on artificial-intelligence infrastructure this year. Goldman estimates hyperscalers (large cloud providers operating at scale) need about $300 billion in annual AI revenue to break even. Rising financing needs and infrastructure constraints could slow the pace of spending growth in the future.