AMD is paying US$8.2 billion for a startup that builds 3D worlds for AI

AMD

AMD agreed last Monday to buy World Labs, the San Francisco startup co-founded by Fei-Fei Li, for about US$8.2 billion in AMD shares. Only its roughly US$50 billion purchase of Xilinx in 2022 was bigger.

So what does World Labs make? Its models turn text, images and video into interactive 3D environments, including simulations a robot can learn in. Its first product, Marble, launched late last year, and in February it raised US$1 billion from investors including AMD.

Li ran Stanford's artificial intelligence lab and led ImageNet, the labelled photo database behind much of the early image-recognition research. She becomes AMD's chief scientist, reporting to Lisa Su.

Chart: AMD's revenue was US$34.6bn in 2025. The market valued it at US$1,034.8bn on 2 October. AMD's revenue by financial year on the left scale, its market value at each year end and on 2 October on the right, both in US$bn. Both scales start at zero. — This story’s chart of the day: the numbers, the dark version and the animated version are on its own page. The chart’s page →

Nvidia, one of our preferred stocks, made a similar move in September, agreeing to buy Hugging Face for US$12.93 billion. Both chipmakers are buying businesses that build or host AI models, which tells them sooner what their chips will need to run.

AMD closed Friday at US$633.91, up 0.52% on the week and worth about US$1 trillion. The deal adds less than 1% to its share count.

The bigger picture

our read is that AMD has bought early warning. It now hears what the next AI models will need from the people building them.

This story ran in Rescued By Friday Monday 5 October’s edition, with the market snapshot, the other two stories, the numbers and the week ahead. Read the whole edition →

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