A startup that isn't even two years old just got valued at $8.2 billion — and a chipmaker is the one paying. AMD announced it will acquire World Labs, the company founded by Stanford professor Fei-Fei Li, one of the researchers credited with shaping modern computer vision.
World Labs builds what the industry calls "world models" — AI systems that turn text, images or video into three-dimensional spaces you can actually interact with. Its flagship product, Marble, is already used to train robots inside simulated environments, which is far cheaper and safer than teaching them in the real world.
The deal is an all-stock transaction expected to close by the end of the year. Li herself will become AMD's executive vice president and chief scientist, effectively steering which kinds of AI models the company builds its chips around for years to come.
It's AMD's second-largest acquisition ever, behind the roughly $50 billion Xilinx deal in 2022. And it's a targeted move: rival Nvidia already has its own world-model lineup, called Cosmos, built for robotics and self-driving systems. AMD didn't have an equivalent — now it does.
There's a catch worth noting. AMD backed part of a $1 billion funding round for World Labs back in February, when the company was valued at $5 billion. Seven months later, that valuation has jumped to $8.2 billion, even though the startup has little in the way of proven revenue. This is a bet on talent and on where physical AI is heading, not on an established business.
