Advanced Micro Devices (AMD) is acquiring World Labs, one of the leading developers of deep learning models designed to understand physical reality, in an $8.2 billion deal.
World Labs said in a statement that AI development requires “close collaboration across model research, systems and compute.” AMD, in turn, said that understanding frontier workloads, such as those created at World Labs, will help shape its chip-making roadmap.
As part of the acquisition, World Labs founder Fei-Fei Li will join AMD as executive vice president and chief scientist. AMD and World Labs formed an inference optimization and training partnership last year, and their ties have remained close. Li also attended AMD’s CES presentation earlier this year.
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Li, a Stanford computer science professor, is considered a pioneer in AI, particularly for her work building the ImageNet database and the AI competitions it inspired. She founded World Labs to develop deep learning models with a more robust understanding of the physical world, arguing that true general intelligence requires grounding in physics and the ability to understand and reason about data beyond text.
Li said in a post announcing the deal that the acquisition was driven by a desire to scale World Labs’ technical breakthroughs beyond the lab.
“Now that we have tangible proof of the possibilities, we want to do everything we can to accelerate the future,” Li wrote. “To do this requires scaling our efforts, widening our reach, and getting closer to the hardware.”
According to TechCrunch, the acquisition could help AMD compete with its longtime rival Nvidia in building an ecosystem for AI-specific chips. Nvidia already has a suite of open-weight world models, including Cosmos, while AMD has offered text- and video-based models to the public.
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“This is a talent and model-insight buy, not a revenue play. AMD gets the people building the models its future chips will have to run. Fei-Fei made the case from her side: ‘Without having a focused hardware effort, AI is hobbled in efficiency,’” tech analyst Patrick Moorhead said of the deal.
AMD shares rose 0.7% in premarket trading Tuesday.
Citigroup analyst Atif Malik said, “By adding Dr. Fei-Fei Li and her team, AMD gains deeper visibility into how AI models are evolving, which strengthens its competitive position against NVIDIA and accelerates its broader AI platform ambitions. We believe the motivations for this transaction include: 1) acquiring more leading AI engineers; 2) better position the company within physical AI, and 3) build better end-to-end systems. We maintain AMD as our favorite growth compute semis pick in 2026.”
AMD recently crossed the $1 trillion market capitalization milestone for the first time, becoming the fourth U.S. chipmaker to reach the milestone, following Nvidia, Broadcom and Micron.