AMD to acquire Fei-Fei Li’s World Labs for $8.2 billion in AI push

### AMD to Acquire Fei-Fei Li’s World Labs for $8.2 Billion in AI Expansion

Advanced Micro Devices has agreed to acquire World Labs, an artificial intelligence company focused on developing models capable of understanding and reasoning about the physical world, for approximately $8.2 billion.

The transaction represents a significant expansion of AMD’s efforts to build an AI ecosystem that extends beyond chips and computing hardware. World Labs develops deep learning systems designed to interpret physical environments and complex real-world interactions.

World Labs said AI development increasingly depends on close cooperation between model research, computing systems and the hardware used to run advanced workloads. AMD said that gaining a deeper understanding of emerging AI workloads could also influence the company’s future chip and systems development.

As part of the deal, World Labs founder Fei-Fei Li will join AMD as executive vice president and chief scientist. Li is a Stanford University computer science professor and is widely known for her work in computer vision and the creation of the ImageNet database, which helped accelerate research in visual artificial intelligence.

AMD and World Labs already have an established relationship. The companies formed a partnership focused on inference optimization and AI model training last year, giving AMD an opportunity to work closely with World Labs’ technology before the acquisition.

Li also appeared at AMD’s CES presentation earlier this year, underscoring the existing relationship between the two organizations.

World Labs was founded by Li with the goal of developing AI systems that can build a more detailed understanding of the physical world. The company has argued that more capable forms of general-purpose intelligence will require AI systems to understand physical environments and reason about information beyond conventional text-based data.

In announcing the acquisition, Li said World Labs wanted to move its technological developments beyond the research environment and expand their practical reach.

She said scaling the company’s work would require broader resources and closer integration with computing hardware.

The acquisition could also strengthen AMD’s position in the increasingly competitive market for AI-specific computing systems. Nvidia, AMD’s largest rival in AI accelerators, has been expanding beyond chips with software platforms and open-weight AI models designed for applications involving physical environments.

Nvidia’s Cosmos family of models is one example of the company’s efforts to develop AI technology capable of understanding and generating information about the physical world.

AMD has also released AI models for applications involving text and video, but the World Labs acquisition gives the chipmaker access to a team specifically focused on physical-world intelligence.

Technology analyst Patrick Moorhead described the transaction primarily as an acquisition of talent and model expertise rather than an immediate revenue opportunity. He said AMD would gain access to researchers developing models that could influence the requirements of future AI hardware.

Citigroup analyst Atif Malik said adding Li and her team could give AMD greater visibility into the evolution of AI models while supporting the company's broader AI platform strategy.

Malik identified several potential motivations for the acquisition, including bringing additional AI engineering talent to AMD, strengthening its position in physical AI and developing more integrated hardware and software systems.

The transaction comes as AMD continues to benefit from strong investor interest in AI computing. The company recently surpassed a $1 trillion market capitalization for the first time, becoming the fourth U.S. chipmaker to reach that level after Nvidia, Broadcom and Micron.

AMD shares rose about 0.7% in premarket trading following news of the World Labs transaction.

The acquisition also reflects a broader shift in the semiconductor industry, where chipmakers are increasingly seeking closer relationships with AI model developers. As AI systems become more sophisticated, hardware companies are competing not only to supply computing power but also to understand the workloads that next-generation models will require.

For AMD, bringing World Labs into the company could provide direct access to researchers working on one of the emerging areas of AI development. Li’s appointment as chief scientist also gives the company a prominent AI research leader as it expands its ambitions beyond traditional semiconductor hardware.

The deal is therefore positioned at the intersection of AI research, specialized computing and physical-world intelligence, areas expected to play an increasingly important role as AI systems move into robotics, autonomous machines and other real-world applications.