The AI boom is getting dramatically more expensive. Amazon, Alphabet, Meta and Microsoft are on track to spend at least $740 billion on AI infrastructure in 2026 , according to estimates based on the companies' latest earnings guidance. That would represent roughly a 77% increase compared with what the same four companies spent the previous year. The scale is difficult to comprehend.