The fastest way for a chip designer to learn where AI workloads are heading is to own the people who build the models. That is the logic behind AMD’s roughly $8.2B all-stock purchase of World Labs, announced this week.
The target is a San Francisco outfit working on spatial intelligence: systems that rebuild and simulate interactive 3D scenes from text, pictures and video instead of writing prose. It was set up in 2024 by Li, Justin Johnson, Ben Mildenhall and Christoph Lassner, and had raised $1.23B from backers including Jeff Dean, Geoff Hinton, Marc Benioff and Eric Schmidt. Its Marble engine went public late last year, with a cloud API following in January, and the team also does robotic learning and simulation.
Li becomes executive vice president and chief scientist at AMD. The transaction is expected to complete before the end of 2026, subject to approvals.
Competition in world models is already crowded. Google fields Genie 3, Tencent has HunyuanWorld, and Nvidia runs its Cosmos family alongside startups such as Runway, Odyssey and Decart. Nvidia has shipped its own models since 2023, which gives it an unusual feedback loop between silicon and software.
Paying in equity matters for a company that recently crossed a $1T market value and is pre-committing heavily to CPU and GPU capacity, since cash is better spent on wafers. The trade-off is that the price now floats with AMD’s own share price, which has been volatile all year.
