Microsoft’s newest Fairwater 2 data center redefines the scale of AI training, while Satya Nadella outlines a multi‑layered approach to AGI—from infrastructure to business models. The interview reveals how Microsoft balances raw compute, custom silicon, and a diversified AI ecosystem to stay ahead of the hyperscale race.