AMD Buys World Labs for $8.2 Billion to Lead the Physical AI Race

AMD announced its largest acquisition since 2022 on Monday: a $8.2 billion all-stock deal to buy World Labs, the spatial AI startup founded by Fei-Fei Li, signaling a major industry bet that three-dimensional reasoning and robot learning will define the next generation of AI computing. The San Francisco-based company, which emerged from stealth just two years ago with a $230 million Series A, raised $1 billion in a Series B earlier this 2026 at a $5 billion valuation—making the AMD offer a 64% premium that rewards investors including Andreessen Horowitz, Nvidia, and Autodesk.