AMD is acquiring World Labs in an $8.2 billion all-stock deal, according to the companies. The startup was cofounded by Fei-Fei Li, who is sometimes referred to as the 'godmother of AI' for her work on ImageNet two decades ago.
AMD said the purchase will bring in technology tied to physical AI, an emerging branch of the field that could power autonomous machines such as robots and self-driving cars. The company makes GPU chips used for training and running AI models, and said the deal will help it design products for new applications while competing more directly with Nvidia.
Lisa Su, AMD's CEO, said in a post on X that the combination will 'combine World Labs' deep expertise in AI and world models with AMD's compute leadership to power the future of AI and strengthen the open AI ecosystem.' Li will become executive VP and chief scientist at AMD, reporting to Su.
Li said in a post on X that 'without having a focused hardware effort, AI is hobbled in efficiency' and that it remains 'trapped in the digital world' for the company's purposes. She also said AMD and World Labs had already developed a 'deep technical partnership' last year focused on model training and inference optimizations on AMD's GPU chips.
World models differ from the large language models used by OpenAI, Anthropic and Google because they are trained on data such as video that depicts the physical, three-dimensional world. The goal is to build AI that understands how objects move in the physical world, a capability many industry insiders believe will matter for humanoid robots.
World Labs has raised roughly $1 billion in funding. AMD said the team will join the company as part of the deal, though it did not provide specific figures for the number of employees. The transaction is expected to close by the end of the year, subject to regulatory approvals.
The market has already voted on the deal's short-term impact: AMD shares were roughly flat in after-hours trading on Monday. But the strategic message is clearer. Capital is chasing the next layer of AI infrastructure, and the companies that can pair software with hardware are trying to lock in the advantage before the next wave of automation arrives.
For investors, the logic is simple. The AI boom is no longer just about chatbots and text prompts. It is about compute, margins and control of the stack. AMD is betting that physical AI will reward the firms that own the chips, the models and the applications, not just the headlines.
