AMD agrees to buy Fei-Fei Li's World Labs for $8.2B in stock

Why it matters

AMD is acquiring a research team whose spatial models and simulation work can inform the chips and software it sells. The deal puts Fei-Fei Li's bet on AI that understands 3D environments inside the hardware company seeking to power it.

AMD has agreed to acquire World Labs in an all-stock deal valued at about $8.2 billion, bringing founder and CEO Fei-Fei Li (@drfeifei) and the spatial-AI startup's research team into the chipmaker. Li will become AMD's executive vice president and chief scientist, reporting to CEO Lisa Su. The transaction is expected to close by the end of 2026, subject to regulatory approvals and other customary conditions, according to AMD's announcement.

The deal turns a hardware supplier and investor into the owner of a research lab whose models could shape what future AI systems demand from chips and software. AMD says World Labs' work will give it a closer view of emerging model workloads as AI moves into robotics, simulation and physical environments. That is the industrial logic behind a purchase that joins AI research directly to the design of compute infrastructure.

For Li, the agreement moves a thesis she has pursued across academia and industry into AMD's product and hardware organization. She helped create ImageNet, led Stanford's AI Lab and founded Google's AI unit, according to her account of World Labs' move. She started World Labs in 2024 with a bet that AI systems need to model and reason about space, not just process language. "The universe isn't made up of words; it's made of real things," she wrote.

World Labs' focus is spatial intelligence: models that generate, reconstruct and simulate interactive 3D environments. Its Marble product creates persistent 3D worlds from text, images and video, according to the company's product description. In September, the company introduced Atlas, which Li describes as a model that predicts new camera views from 2D images. She argues that the approach can help with reconstruction and applications spanning design, science and robotics; those performance claims come from the founder, not independent testing cited in the deal announcement.

The acquisition builds on an existing financial and technical relationship. AMD Ventures said it invested in World Labs' 2026 financing and had previously backed the company in its Series B. World Labs announced a $1 billion round in February, naming AMD among investors including Autodesk, Emerson Collective, Fidelity Management & Research Company, NVIDIA and Sea. Li also described Su as an early investor in her note about joining AMD. The size of AMD's individual investments was not provided in those announcements.

The partnership had already moved beyond capital. AMD said the companies had been working on model training and inference optimization on AMD GPUs, and that they planned to collaborate on workload optimization and go-to-market support. In July, World Labs announced its acquisition of SceniX, adding robotics simulation to a business that had begun with 3D world generation. The sequence gives the deal a more specific shape: AMD is buying a team that has been building models and simulation tools while testing them on AMD hardware.

Li has framed the move as a way to bring her lab closer to the compute it needs. In her account, working with AMD convinced her the companies could combine models, software and hardware under one organization. AMD, meanwhile, can use the researchers' experience to inform its chip and software roadmaps. The arrangement aligns incentives, while making World Labs' research part of a company that sells the infrastructure its models run on.

The $8.2 billion figure is the announced value of the all-stock transaction, not a completed sale: the agreement remains subject to approvals and a year-end closing target. AMD's release says the World Labs team will continue its model research after the deal closes, with Li working directly with Su. Justin Johnson and Ben Mildenhall, World Labs co-founders, are also named as continuing to lead the group in the company's announcement.

The transaction places a sizable price on research capacity and a closer connection between AI models and the hardware they require. For AMD, the strategic test will be whether that access helps it build systems that attract model developers as the field expands beyond text and images. For Li, the startup she founded to push AI into the physical and spatial world will now pursue that work inside a chipmaker's engineering organization.