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BRAINMATTER - Intelligence Beyond Limits

Fei-Fei Li

Computer Vision · Cognitive AI · AI Policy · b. 1976 · Chinese-American

Creator of ImageNet - the dataset that catalyzed the deep-learning revolution - and a leading voice for human-centered AI.

Biography

Fei-Fei Li built ImageNet in 2009 by orchestrating large-scale human annotation, providing the benchmark that made AlexNet possible. She served as Chief Scientist of AI/ML at Google Cloud, co-founded the Stanford Institute for Human-Centered AI (HAI), and in 2024 founded World Labs to build spatial-intelligence foundation models.

Affiliations

  • Stanford University

    Sequoia Capital Professor of CS

  • Stanford HAI

    Co-Director · 2019–present

  • World Labs

    Co-Founder & CEO · 2024–present

Major contributions

  • ImageNet (2009)

    Curated the dataset that triggered deep-learning's commercial era.

  • Visual Genome

    Scene-graph dataset connecting perception to symbolic reasoning.

  • Stanford HAI

    Co-founded the most influential US academic AI policy institute.

  • Spatial intelligence

    Leads work on 3D world models as the next frontier.

Major works

  • ImageNet: A large-scale hierarchical image database

    CVPR · 2009

  • Visual Genome

    IJCV · 2017

  • The Worlds I See (memoir)

    2023

Awards & honors

  • National Academy of Engineering · 2020
  • Time 100 Most Influential People in AI · 2023
  • Intel Innovation Pioneer Award · 2018

Intellectual lineage

Influences

  • Pietro Perona
  • Christof Koch

Influenced

  • Andrej Karpathy
  • Olga Russakovsky
  • Justin Johnson

Timeline

  1. 2005

    PhD from Caltech.

  2. 2009

    Released ImageNet.

  3. 2017

    Joined Google as Chief Scientist AI/ML.

  4. 2019

    Co-founded Stanford HAI.

  5. 2024

    Founded World Labs ($230M seed).

Notable positions

  • AI must be developed with humanity at the center.
  • Spatial intelligence is the next ImageNet-scale frontier.
  • Open scientific access is essential to safe AI progress.

Related entities

openaigoogle-deepmindartificial-intelligencemachine-learning
Stanford profile

Other scientists

Geoffrey Hinton

The 'Godfather of Deep Learning' whose backpropagation work made modern neural networks possible - and who left Google in 2023 to warn about AI risks.

Open profile

Yann LeCun

Architect of convolutional networks and Meta's chief AI scientist - the field's loudest skeptic of LLM-only paths to general intelligence.

Open profile

Yoshua Bengio

Deep-learning pioneer who pivoted his career toward AI safety governance after the rise of GPT-class models.

Open profile

Demis Hassabis

Neuroscientist turned chess prodigy turned CEO of Google DeepMind - driving AI from games (AlphaGo) to protein folding (AlphaFold) toward AGI.

Open profile

Ilya Sutskever

Co-inventor of AlexNet and Seq2Seq, co-founder of OpenAI, and now founder of a single-product superintelligence-safety lab.

Open profile

Dario Amodei

Physicist turned AI-safety entrepreneur leading Anthropic's mission to build steerable, interpretable frontier models.

Open profile