AMD Buys World Labs for $8.2 Billion, Bringing Fei-Fei Li and Frontier AI Research In-House

Key points

AMD agreed to acquire World Labs in an all-stock deal valued at about $8.2 billion, expected to close by the end of 2026 subject to regulatory approval ² ⁵.
Fei-Fei Li will become executive vice president and chief scientist at AMD, reporting to CEO Lisa Su, while Justin Johnson and Ben Mildenhall help lead the World Labs team ³ ⁵.
World Labs builds world models that generate and simulate 3D environments, including the Marble product and the newer Atlas model ⁴.
AMD was already an investor and a technical partner, and the deal lands amid a race with Nvidia, Google DeepMind and others over world models ⁴.

The Deal and the People

AMD announced that it has agreed to acquire World Labs, the San Francisco research lab co-founded in 2024 by Stanford professor Fei-Fei Li, in an all-stock transaction valued at roughly $8.2 billion ³. The companies expect it to close by the end of 2026, subject to regulatory approvals and customary conditions ⁵.

Li will join AMD as executive vice president and chief scientist, reporting directly to CEO Lisa Su ². Co-founders Justin Johnson and Ben Mildenhall will work with her to keep leading the World Labs team inside AMD, which is meant to form a frontier research organization ⁵. AMD says the team will continue to focus on advancing AI model research ².

What World Labs Builds

World Labs develops so-called world models: AI systems that generate, reconstruct and simulate three-dimensional environments from text, images or video ⁴. Li describes the goal as spatial intelligence, meaning AI that understands the physical world and can act within it, rather than only predicting the next word ⁴. Possible uses include training robots, simulating factories and advancing scientific research ³.

Its first commercial product, Marble, lets users turn a prompt, photos or video into explorable 3D worlds that can be edited and exported, with uses from gaming and visual effects to architecture and robotics simulation ² ⁴. More recently the company released Atlas, a model that predicts how a scene looks from another camera angle using a small set of 2D images ³. According to the company, it is an omni model handling text, images, video and 3D data, and it is in early access with select partners ⁴.

Why AMD Wants It

Su argued that building compute platforms for the next generation of AI demands a deep understanding of how models are evolving, and that Li’s team supplies that insight ². AMD frames the purchase as preparation for AI moving beyond chatbots into reasoning, robotics, simulation and physical AI, where compute demands are more varied ⁴. It also ties the deal to its pitch for an open AI ecosystem, which analysts read as a contrast with Nvidia’s closed CUDA world ⁴.

The relationship was not new. World Labs said it began a deep technical partnership with AMD last year, starting with model training and inference optimization on AMD GPUs, and that this made a combination feel natural ⁵. AMD had also joined World Labs’ financing rounds, including a $1 billion round in February ⁴. Nvidia is among the same backers, so AMD now takes in know-how that both rivals helped fund ⁴.

A Crowded Race Ahead

The price marks a steep rise for a young company. World Labs was valued at $1 billion within months of launching, and media reports put its valuation around $5 billion at the February round, implying a gain of more than 60 percent ² ⁴. It is AMD’s latest AI acquisition after Silo AI at $665 million and ZT Systems at $4.9 billion, and the biggest yet ⁴.

Competition is intense. Nvidia has its Cosmos 3 family for robotics, Google DeepMind is working on Genie 3, and Yann LeCun’s AMI Labs has raised around $1 billion for world models ⁴. Separately, Nvidia recently announced it would buy Hugging Face for nearly $13 billion, a sign of how aggressively chipmakers are buying AI capability ². For AMD, the open question is whether a frontier lab inside a chip company can turn model insight into a hardware edge.

Companies mentioned: AMD (AMD $649.42 ▲2.8%) • Nvidia (NVDA $239.24 ▲0.1%) • Google (GOOGL $347.68 ▲0.3%) • DeepMind • Hugging Face

Primary sources

AMD to buy Fei-Fei Li's World Labs in $8.2 billion bet on 'physical AI' (reuters.com) – Reuters reports that AMD will buy Fei-Fei Li's World Labs for $8.2 billion, framing it as a bet on physical AI. Only the headline and a brief excerpt were available, so this source supports only the deal's size and its physical AI framing. Published by Reuters.
AMD is acquiring AI company World Labs in a deal worth more than $8 billion (theverge.com) – The Verge reports the all-stock deal worth about $8.2 billion, expected to close by year end. It notes World Labs launched in 2024, reached a $1 billion valuation within months, and released the Marble world generation model in 2025. Li becomes EVP and chief scientist reporting to Lisa Su, and AMD says the deal strengthens its ability to build hardware, software and systems around emerging models. It includes statements from Li and Su and mentions Nvidia's Hugging Face acquisition of nearly $13 billion. Published by The Verge.

Further sources

One of AI's most influential researchers is joining AMD in an $8 billion deal (businessinsider.com) – Business Insider describes the deal as AMD's $8.2 billion bet on physical AI, announced on a Monday. It explains world models, their potential uses in robotics, factory simulation and science, and Li's background: ImageNet, Google Cloud chief scientist for AI, and founding co-director of Stanford's HAI. It also covers the Atlas model released earlier in the month and notes AMD is one of Nvidia's biggest AI chip rivals. Published by Business Insider.
AMD Buys Fei-Fei Li’s World Labs for $8.2 Billion (trendingtopics.eu) – Trending Topics gives the most detailed account. It covers the deal terms, regulatory approval, the founding team, Marble's features and Atlas's one-minute 1440p video claims, and AMD's earlier investments, including the $1 billion round in February at an estimated $5 billion valuation. It also lists AMD's earlier acquisitions (Silo AI, ZT Systems), the OpenAI supply agreement, Nvidia's role as a backer, AMD's open ecosystem rationale, and rival efforts such as Cosmos 3, Genie 3 and AMI Labs. Published by Trending Topics.
World Labs is Joining AMD (worldlabs.ai) – The official World Labs announcement says the company signed a definitive agreement to join AMD, citing the need to scale efforts and get closer to hardware. It describes a technical partnership begun last year on training and inference optimization on AMD GPUs. Li becomes EVP and chief scientist, Johnson and Mildenhall continue leading the team, and the goal is an end-to-end open AI ecosystem. Closing is expected by the end of 2026, subject to regulatory approvals. Published on worldlabs.ai.