AMD is taking its Nvidia fight beyond chips with an $8.2B bet on Fei-Fei Li

AMD’s all-stock purchase of World Labs brings Fei-Fei Li and her physical-AI research inside the chipmaker. The deal is a bid to connect world models with compute infrastructure as Nvidia expands deeper into the same territory.
AMD is taking its Nvidia fight beyond chips with an $8.2B bet on Fei-Fei Li

AMD is taking its Nvidia fight beyond chips with an $8.2B bet on Fei-Fei Li
World Labs was founded in 2024 to pursue AI beyond text-based large language models. Its first commercial product, Marble, creates persistent, interactive 3D worlds from prompts and other inputs—a practical expression of the startup’s push into spatial intelligence.

That ambition brought it into closer contact with AMD. Li said the companies began a “deep technical partnership” last year, working on training and inference optimization using AMD GPUs, before deciding their hardware, software, models and applications were a natural fit.

AMD has now agreed to acquire World Labs in an all-stock transaction valued at about $8.2 billion. Li, the ImageNet pioneer often called the “godmother of AI,” will become AMD’s executive vice-president and chief scientist, reporting to CEO Lisa Su; the World Labs team will remain focused on model research.

For AMD, this is more than a talent acquisition. World models are trained on video and other data from the physical, three-dimensional world, aiming to teach software how objects behave—capabilities seen as central to robots, autonomous vehicles and simulation. That puts AMD in a direct race with Nvidia, which has been building its own physical-AI tools and partnerships.

Su’s pitch is that combining World Labs’ “deep expertise in AI and world models” with AMD’s computing capacity can “power the future of AI” and reinforce an open ecosystem. Li’s argument is more fundamental: “The universe isn’t made up of words, it’s made of real things.”

The timing of the close is less clear across reports: one says the companies expect completion by year-end, subject to approvals, while another places it by the end of 2026. Either way, AMD is betting that the next hardware battle will be shaped by AI that understands the world, not merely describes it.

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