Fei-Fei Li says she runs World Labs like a tiger mom. The spatial AI startup raised $1B from Nvidia and AMD. Here's the sector readthrough.
Fei-Fei Li, the Stanford professor who built ImageNet, told Bloomberg she runs her AI startup with the strictness of a tiger mom. The label, borrowed from Amy Chua's 2011 memoir, signals a high-expectation management style for World Labs, the company she co-founded in 2024.
"I'm by far the most senior in the company," Li said in the interview released Wednesday. "From my co-founders to my engineers, and researchers, and scientists, they're so talented, they're also young. I do feel like a mom. And oftentimes I feel like a tiger mom. I do run this shop as, I would say, high standard."
World Labs is building "world models" that help AI understand and interact with 3D environments. Earlier this year the startup announced $1 billion in new funding. The investor list included AMD, Autodesk, and Nvidia. Those chip makers are betting on a branch of AI that moves beyond language into spatial intelligence – machines that can navigate physical space, not just parse text.
Nvidia carries an Alpha Score of 74, labelled Moderate. AMD scores 46, labelled Mixed. Both companies see world models as the next frontier for GPU demand, a readthrough that extends beyond World Labs itself. Spatial AI requires massive compute for real-time 3D rendering and simulation, the kind of workload that plays to Nvidia's strength and gives AMD a chance to compete.
Li said her seniority at the startup puts her in a parental role with younger employees. She described a culture of high standards, not permissiveness. The term "tiger mom" has baggage – critics see it as overly demanding – Li embraced it as a description of her leadership.
She also warned against the God complex some founders adopt. "Our founding premise is we are here to contribute to society and to empower people," she said. "I don't think having a God complex is constructive, and I wouldn't want to do that myself."
In a 2025 podcast, Li said she finds herself constantly in mentoring mode with job candidates. They fixate on small career details, she said. She encourages them to think about passion, mission, and impact rather than incremental moves.
World Labs remains private. The $1 billion round, one of the largest for an AI startup focused on spatial intelligence, puts pressure on the company to deliver products that justify the valuation. For Nvidia and AMD, the bet is less about World Labs specifically and more about the category. If world models become the standard for robotics, autonomous vehicles, or industrial simulation, the chip makers that supply the training and inference hardware will capture a share of that growth.
Drafted by a large language model from the source reporting linked above, then screened by automated publishing checks. It is not read by a journalist before publication. Some articles cite our Alpha Score. Verify prices and figures against the original source. Educational coverage, not personalized advice.