Fei-Fei Li
AI Researcher
Stanford computer scientist known as the “godmother of AI” — creator of ImageNet, co-founder of Stanford HAI, and founder of World Labs. She champions a human-centered vision of AI as a tool that must serve people.
Why this score
How the formula works →- +2.4proBuilds AI professionally
- +1.9proCampaigns for AI adoption
- +1.5proPro-AI for 15+ years
- +1.0proRecognized for AI work
- +0.8pro3 pro-AI statements (forceful)
Weights, statement counts, the ×1.5 multiplier because AI is their life’s work, and the formula’s smoothing are already baked in — the points add up to the score (direction-free evidence pulls toward the middle instead): Strongly Pro-AI · 7.6/10
In her words
There’s nothing artificial about AI. It’s inspired by people, created by people, and most importantly, it has an impact on people.
The anxiety around AI is real. But anxiety without understanding just leaves you stuck.
Biography
Fei-Fei Li (born 1976 in Beijing) immigrated to the United States as a teenager, studied physics at Princeton, and became one of the most consequential figures in modern computer science. Her ImageNet project — a database of millions of labeled images launched in 2009 — provided the fuel for the 2012 deep-learning breakthrough that ignited the current AI era, which is why the press calls her the “godmother of AI.”
Human-centered, and firmly pro
Li served as chief scientist of AI at Google Cloud from 2017 to 2018, then returned to Stanford to co-found the Institute for Human-Centered AI (HAI) in 2019. Testifying before Congress in 2018, she argued there is “nothing artificial” about AI — it is made by people and impacts people — a framing that has defined her career-long insistence that the technology be steered rather than feared. Her 2023 memoir The Worlds I See doubles as an argument for keeping humans at the center of the field she helped build.
Far from slowing down, Li went deeper: in 2024 she founded World Labs, a startup pursuing “spatial intelligence” — AI that can generate and reason about 3D worlds — which raised funding at a multibillion-dollar valuation. “The world is 3D. We don’t live in a flat world,” she told IEEE Spectrum in 2024, describing spatial intelligence as the next frontier after language.
Li is no uncritical booster — she has warned that frontier-scale compute is beyond what universities and the public sector can afford, and pushed for public investment so AI research is not monopolized by a few companies. But her answer to AI anxiety is agency and education, not restriction: in 2026 she launched a MasterClass course to teach the public how AI actually works.
Quote sources
- U.S. House testimony, 2018(medium.com)
- MasterClass announcement, 2026(prnewswire.com)
Sources & further reading
Canonical record: https://battlelines.ai/topic/fei-fei-li
