Physical AI startup World Labs is set to become part of AMD after the semiconductor company agreed to acquire the AI research company for approximately $8.2 billion in an all-stock transaction. The deal would bring World Labs’ spatial-intelligence research and team into AMD as the chipmaker expands its capabilities across AI hardware, software, models and systems.
Key Takeaways
- AMD agreed to acquire World Labs for approximately $8.2 billion in an all-stock transaction
- World Labs focuses on world models and spatial intelligence for physical and three-dimensional environments
- The company raised $1 billion in a February 2026 funding round after earlier financing
- World Labs and AMD had already worked together on model training and inference optimization
- Fei-Fei Li is expected to join AMD as executive vice president and chief scientist after the transaction closes
Co-founded by AI researcher Fei-Fei Li, World Labs develops world models designed to understand and generate three-dimensional environments. The company also established a technical relationship with AMD before the acquisition agreement, including work involving model training and inference optimization on AMD GPUs.
AMD Agrees to Acquire World Labs for $8.2 Billion
AMD announced a definitive agreement to acquire World Labs in a transaction valued at approximately $8.2 billion. The purchase price is expected to be paid in AMD common stock, subject to customary adjustments.
The agreement would add World Labs’ researchers and model experts to AMD while giving the semiconductor company closer access to research focused on emerging AI workloads. AMD has said that understanding how advanced AI models are evolving can help inform the development of future hardware, software and computing systems.
World Labs entered the deal after a period of rapid funding and development. In February 2026, the company announced a $1 billion funding round involving participants including AMD, Autodesk, Nvidia, Emerson Collective, Fidelity Management & Research Company and Sea. That financing followed earlier funding disclosed as World Labs emerged from stealth.
The transaction remains subject to regulatory approvals and other customary closing conditions. AMD and World Labs expect it to close by the end of 2026.
Rather than focusing primarily on language-based applications, World Labs has centered its research on spatial intelligence and models that can interpret or generate physical environments. That specialization places the company within an area of AI development increasingly connected to robotics, simulation and other systems that interact with three-dimensional spaces.
World Labs Builds AI for Physical Environments
World Labs develops world models intended to give artificial intelligence systems a richer understanding of physical and spatial environments. Its research addresses how AI can represent objects, spaces and relationships within three-dimensional settings rather than processing only text or other two-dimensional information.
The company’s work falls within the broader field often described as physical AI. These systems are designed to reason about or operate within real-world and simulated environments, connecting AI models with applications such as robotics, creative tools, simulation and scientific research.
That field is expanding beyond research laboratories. New physical AI robotics platforms are also combining AI software with machines designed to perform tasks in physical environments, illustrating the range of commercial applications emerging around the technology.
World Labs’ first product, Marble, demonstrated its approach to spatial intelligence by allowing users to create persistent 3D worlds from inputs including images, video and text. The underlying research reflects the company’s broader focus on models capable of representing and generating coherent spaces.
World Models Extend AI Beyond Text
World models differ from conventional language-focused systems because they are designed to represent environments and spatial relationships. Instead of predicting or interpreting words alone, these models can work with information about objects, locations and three-dimensional scenes.
For World Labs, that capability forms the foundation of its physical AI research. The company has focused on developing models that can create and understand spatial environments, providing a technical base for applications that require more than text-based reasoning.
The AMD agreement would place that research inside a company developing the computing infrastructure used to train and operate increasingly complex AI models.
Fei-Fei Li Takes a Leadership Role at AMD
Fei-Fei Li is expected to join AMD as executive vice president and chief scientist once the acquisition closes. She will work directly with AMD Chair and CEO Lisa Su.
Li co-founded World Labs around the development of spatial intelligence and world models. Her planned appointment would bring that research focus into AMD’s leadership structure while World Labs’ team continues its work on AI model research.
World Labs co-founders Justin Johnson and Ben Mildenhall are also expected to continue working with Li as the team joins AMD. The companies have described the combination as an effort to connect model research more closely with the hardware and computing systems required to support advanced AI workloads.
The arrangement therefore extends beyond the acquisition of individual technologies. AMD is also bringing in researchers with experience developing models for spatial and physical environments.
AMD and World Labs Built a Technical Partnership Before the Deal
AMD and World Labs had established a technical relationship before signing the acquisition agreement. According to World Labs, the companies began working together in 2025, including model training and inference optimization using AMD GPUs.
The partnership connected World Labs’ model-development work with AMD’s computing hardware. Training and operating advanced AI models requires coordination between software, model architecture and the infrastructure responsible for running the workloads.
That relationship gave the companies an existing technical foundation before the acquisition was announced. Similar AI chip infrastructure partnerships are emerging elsewhere in the industry as developers connect specialized AI technologies with larger computing ecosystems.
For AMD, the World Labs transaction would bring model researchers directly into the company as it develops future AI platforms. World Labs, meanwhile, would operate alongside the hardware, software and systems teams responsible for the computing infrastructure supporting those models.
Software and Hardware Move Closer Together
World Labs’ research concentrates on models and spatial intelligence, while AMD develops processors and computing systems used for demanding AI workloads. Bringing the two organizations together would connect model research more directly with infrastructure development.
AMD has said World Labs’ expertise can provide insight into how emerging workloads are changing. That information could help shape future technology roadmaps as AI expands into areas including reasoning, robotics, simulation and physical AI.
The companies’ earlier work on training and inference also means their technical relationship predates the acquisition agreement. The deal would expand that collaboration by placing the World Labs team inside AMD.
World Labs Team Will Join AMD After the Transaction Closes
The World Labs team is expected to join AMD once the acquisition receives the required approvals and closes. Until then, the transaction remains an announced agreement rather than a completed acquisition.
The all-stock structure values the transaction at approximately $8.2 billion. AMD disclosed that the final number of shares issued will be determined using its share price around the closing period, subject to the terms of the merger agreement.
World Labs will continue focusing on AI model research after joining AMD. Its work on spatial intelligence and world models would become part of AMD’s broader effort to develop computing platforms around emerging AI applications.
Li’s planned appointment as executive vice president and chief scientist places the founder directly within AMD’s leadership structure, while World Labs’ researchers would continue advancing the technologies developed by the startup.
Frequently Asked Questions
What is World Labs?
World Labs is an AI model and research company co-founded by Fei-Fei Li. It focuses on spatial intelligence and world models designed to understand and generate physical, three-dimensional environments.
Who founded World Labs?
World Labs was co-founded by Fei-Fei Li along with researchers including Justin Johnson and Ben Mildenhall. Li leads the company’s work on spatial intelligence and is expected to join AMD after the acquisition closes.
How much is AMD paying for World Labs?
AMD agreed to acquire World Labs in an all-stock transaction valued at approximately $8.2 billion, subject to customary adjustments and closing conditions.
What does World Labs’ physical AI technology do?
World Labs develops world models that can represent and generate spatial environments. Its research is intended to give AI systems a deeper understanding of three-dimensional spaces, objects and physical relationships.
What role will Fei-Fei Li have at AMD?
Li is expected to become AMD’s executive vice president and chief scientist after the acquisition closes. She will work directly with AMD Chair and CEO Lisa Su while continuing to help lead the World Labs research team.
