AMD is buying World Labs, the two-year-old AI startup founded and run by Fei-Fei Li, in an all-stock deal valued at about $8.2 billion. The chipmaker announced the acquisition as it converts its recent trillion-dollar market milestone into a push into spatial intelligence, the field World Labs has focused on since its founding in 2024. Li will join AMD as chief scientist, reporting directly to Chair and CEO Lisa Su.
From ImageNet to 3D worlds
Li's reputation in AI was cemented by ImageNet, the photo database she helped build that became a catalyst for the modern deep learning boom. World Labs took a different angle, working on what the company calls spatial intelligence: teaching AI systems to understand and generate 3D spaces rather than just text or flat images. That focus attracted backing from Nvidia, which participated in a February 2026 funding round that valued World Labs at roughly $5 billion. AMD's purchase price is about 64% higher than that valuation.
The team and the structure
World Labs co-founders Justin Johnson and Ben Mildenhall are staying with the team inside AMD. The deal is structured as a stock purchase, which means World Labs' investors — Nvidia among them — will receive AMD shares. Nvidia has not disclosed how large its stake in World Labs was, leaving the size of its new AMD holding unclear. The transaction still needs regulatory approval and is expected to close by the end of the year.
Why Li says hardware matters
In a Substack post, Li argued that without a focused hardware effort, AI remains hobbled in efficiency and scale and stays trapped in the digital world. The comment lines up with AMD's interest in physical AI — systems that operate in robots, factories, and other real-world environments. Nvidia already has a physical AI model called Cosmos that helps companies including Samsung and LG build robots, so AMD's move reads as an attempt to build a competing stack that pairs chips with spatial models.
The timing and the skeptics
The acquisition lands one week after AMD topped $1 trillion in market value for the first time, making it the fourth US chipmaker to cross that mark after Nvidia, Broadcom, and Micron. Not everyone is impressed. Pedro Domingos, a University of Washington computer science professor emeritus, criticized the sale as an 'acquihire' and mocked it as 'Acquihire Bait.' The term describes deals made primarily to bring in talent rather than a product or revenue stream. AMD is paying a premium that suggests it sees more than just the team, but the company hasn't detailed what World Labs' technology will become inside its product line.
What happens next
Regulators have to sign off before the deal can close, and AMD has set a target of year-end. Until then, World Labs operates as a standalone company, and Nvidia's stake remains an open question. The bigger test will come after the closing, when AMD has to show whether spatial intelligence translates into chips and software that customers actually buy — and whether Nvidia's presence on the cap table complicates a market where the two companies already compete for the same AI workloads.
