Key scientists
A reference directory of researchers who have shaped - and are shaping - the science of intelligence. Inclusion here reflects historical or contemporary influence, not endorsement of any particular view.
Alan Turing
Foundational work on computation and the question of whether machines can think.
John McCarthy
Coined the term 'Artificial Intelligence' and founded the field at Dartmouth in 1956.
Marvin Minsky
Co-founder of the MIT AI Lab; influential theorist of mind and intelligence.
Geoffrey Hinton
Pioneer of deep learning; co-developer of backpropagation; Turing Award laureate.
Yoshua Bengio
Deep learning pioneer; advocate for AI safety; Turing Award laureate.
Yann LeCun
Convolutional neural networks pioneer; chief AI scientist at Meta; Turing Award laureate.
Demis Hassabis
Co-founder of DeepMind; bridges neuroscience and AI; Nobel laureate (Chemistry) for AlphaFold.
Fei-Fei Li
Computer vision pioneer; co-director of Stanford HAI; built ImageNet.
Andrew Ng
Major contributor to deep learning education and applied machine learning.
Stuart Russell
Author of the standard AI textbook; leading voice on AI alignment and provably beneficial AI.
Judea Pearl
Pioneered probabilistic and causal reasoning in AI; Turing Award laureate.
Karl Friston
Theoretical neuroscientist; developed the free-energy principle and active inference.
Daniel Kahneman
Psychologist whose work on dual-process cognition deeply influences how we model intelligence.
Patricia Churchland
Philosopher and neuroscientist on the biological basis of mind.
Ilya Sutskever
Deep learning researcher; co-founder of OpenAI; long-running work on scaling and reasoning.
Andrej Karpathy
Practitioner-researcher in deep learning; widely influential educator.