Dr. Fei-Fei Li
Co-Director of Stanford HAI
Sources checkedProfessor of Computer Science at Stanford University, Co-Director of the Stanford Human-Centered AI Institute (HAI), and Founder & CEO of World Labs. Creator of ImageNet, the benchmark dataset that catalyzed the modern deep learning revolution. Former Chief Scientist of AI/ML at Google Cloud. Elected member of the National Academy of Engineering and National Academy of Medicine.
Areas of focus
Professional niches
Proof of Work
ImageNet: A Large-Scale Hierarchical Image Database
Spearheaded the creation and curation of ImageNet, an ontological visual dataset containing over 14 million annotated images across 20,000 synsets, which launched the annual ImageNet Large Scale Visual Recognition Challenge (ILSVRC) and ignited AlexNet and deep learning.
Class distributions reflected internet imagery availability at the time; subsequent audits addressed cultural and geographical representation biases.
Context: WordNet hierarchy mapping, Amazon Mechanical Turk crowdsourced quality verification protocol.
View missionWorld Labs Spatial Intelligence & 3D Interactive World Foundation
Formulated the foundational thesis on Spatial Intelligence for Generative AI, moving beyond 2D multimodal pixel generation to 3D world models capable of understanding physics, geometry, spatial permanence, and embodied navigation.
Reconstructing physically coherent 3D environments in real-time from single-view 2D prompts demands substantial compute and specialized geometric representation priors.
Context: 3D Gaussian Splatting, NeRF, Diffusion Transformers for spatial coordinate generation.
View mission