AMD Agrees to Buy Fei-Fei Li’s World Labs in $8.2 Billion AI Deal

AMD has agreed to acquire World Labs, the artificial intelligence company co-founded by researcher Fei-Fei Li, in an all-stock transaction valued at approximately $8.2 billion. The deal is signed but not yet complete: it remains subject to regulatory approvals and other closing conditions, with the companies expecting it to close by the end of 2026.

Although the deal drew reports on September 29, AMD announced it on September 28. A company filing says the merger agreement was signed on September 26. The $8.2 billion figure is therefore more than a reported offer or an expression of interest. It is the approximate value AMD assigned to an agreed purchase, not a cash payment or a completed acquisition.

What World Labs builds

Founded in 2024 and based in San Francisco, World Labs develops AI models focused on spatial intelligence: the ability to represent three-dimensional environments and reason about how they are arranged or might change. Its work extends beyond generating a single image. The company aims to create environments that can be explored, reconstructed from visual inputs and used for simulation.

World Labs’ Marble product can generate explorable 3D scenes from inputs including text, images and video. Users can edit and expand those scenes and export them for other creative or technical workflows. In September 2026, the company also introduced Atlas, a newer model designed to work across text, images, video and 3D data. Atlas was entering early access with selected partners when it was introduced.

The distinction matters to AMD’s plans. An AI system that creates or analyzes a spatial scene may need to process visual data, maintain a consistent representation of a space and generate new views or simulated changes. World Labs is also working on technology for robotic learning and simulation. Those are prospective areas of use, not evidence that its models have already solved the broader challenge of enabling machines to reliably understand the physical world.

Why AMD wants the research team

AMD sells processors and other computing technology used to train and run AI models. The company says World Labs’ researchers will give it a closer view of the computational demands emerging from AI work in areas such as robotics, simulation and what the industry calls physical AI. AMD’s stated goal is to use that understanding to guide the design of future hardware, software and systems, while strengthening its approach to an open AI ecosystem.

In practical terms, the proposed acquisition would put model developers and computing-platform engineers inside the same company. World Labs says the two teams began a technical partnership in 2025 involving model training and the optimization of inference—the process of running a trained model—on AMD graphics processors. Bringing that work together could help AMD identify where future models need more memory, faster processing or better software support. That potential benefit is a strategic rationale, not a demonstrated outcome of a transaction that has yet to close.

The deal would also add prominent research leadership. If it closes, Li is set to become AMD’s executive vice president and chief scientist, reporting to chief executive Lisa Su. World Labs says researchers Justin Johnson and Ben Mildenhall will continue helping lead its team within AMD. The companies say the team will remain focused on AI model research.

What remains unresolved

AMD’s filing describes an approximately $8.2 billion purchase price to be paid in AMD shares, subject to customary adjustments. The number of shares to be issued had not been fixed at the time of the filing; it is to be calculated using a specified trading-price period before closing. That makes the announced figure an approximate transaction value rather than a final share count.

For now, World Labs remains the subject of an agreed acquisition, not an AMD business whose integration is finished. Regulatory review and other conditions still stand between the September announcement and the expected year-end closing. The immediate significance of the deal is clear nonetheless: AMD is seeking not just another AI application, but a research team whose work on three-dimensional worlds could inform the computing infrastructure it builds next.