AMD has agreed to acquire World Labs, the AI startup founded by Stanford professor Fei-Fei Li, for approximately $8.2 billion in an all-stock deal — the chipmaker's second-largest acquisition ever and its biggest push into AI research.
Advanced Micro Devices has agreed to acquire World Labs, a San Francisco-based artificial intelligence startup founded by Stanford professor and AI researcher Fei-Fei Li, in an all-stock transaction valued at approximately $8.2 billion.
The deal marks AMD's second-largest acquisition on record, trailing only the roughly $50 billion it paid for Xilinx in 2022, and represents the chipmaker's most significant move yet into AI research and talent.
World Labs has been developing what researchers call a "world model" — a type of AI system capable of simulating three-dimensional environments. AMD said it plans to keep the lab operating separately from its core chipmaking business until the transaction closes later this year.
Li, widely regarded as a pioneer in the field, previously led AI research at Google and is a professor at Stanford. She will take on the role of chief scientist and executive vice president at AMD following the close of the deal. AMD had previously invested in World Labs before agreeing to the acquisition.
The strategic rationale, as AMD framed it, extends beyond near-term products. The lab's research into next-generation models is intended to help AMD anticipate the capabilities its AI chips will need to support years in advance.
At a demonstration earlier this year, Li and AMD CEO Lisa Su showcased a World Labs model called Marble generating a three-dimensional scene from a small set of images. "Intelligent agents, whether it's robots or vehicles or even tools, can learn inside very-rich physics-aware digital worlds before they even need to be deployed into the real one, making them much safer," Li said at the presentation.
In a social media post Monday, Li called Su a "great friend" and added: "We're unwavering in our mission, and even more excited to continue building a world leading frontier research organization that is durable for the decades ahead."
The acquisition comes amid an accelerating wave of AI-driven dealmaking across the technology sector. OpenAI purchased Jony Ive's AI devices startup io for approximately $6.4 billion to bring in the iPhone designer. Nvidia spent a combined $33 billion on AI chipmaker Groq and open-source platform Hugging Face. Meta paid $14 billion in 2025 for a minority stake in Scale AI, a deal that also brought founder Alexandr Wang into the company to lead a new AI division.
AMD's pursuit of World Labs had competitive dimensions as well. AMD was among the companies in acquisition talks with Hugging Face before Nvidia ultimately agreed to buy the open-source platform for roughly $13 billion, according to sources familiar with the matter.
The $8.2 billion price tag also arrives at a moment of broader debate about AI valuations. Investor Michael Burry — who built his reputation on a prescient short against the U.S. housing market ahead of the 2007–2009 financial crisis — said Monday that he is moving to put options on key AI stocks because he believes "the bubble in AI may burst sooner than later." Burry cited research from Ares Management highlighting the risks of AI capital spending premised on revenues that have yet to materialize.
For AMD, the World Labs deal signals a clear bet that physically grounded AI — the kind capable of powering robots, autonomous vehicles, and other real-world systems — will become a defining workload for the next generation of accelerator chips, and that owning the research behind it is worth paying a premium to secure.
Sara Montes de Oca is the Editor in Chief of TechEchelon. Previously a correspondent and producer in Washington, D.C., covering business, finance, and politics.
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