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British-Canadian computer scientist (born 1947)
Geoffrey Everest Hinton (born 6 December 1947) is a British-Canadian computer scientist, cognitive scientist, cognitive psychologist and Nobel Prize laureate
Geoffrey_Hinton
Computer scientist (born 1986)
contributions to CLIP, DALL-E, and AlphaGo. With Alex Krizhevsky and Geoffrey Hinton, he co-created AlexNet, a convolutional neural network. One of the
Ilya_Sutskever
Canadian AI researcher & singer (born 1993)
in 2015. He was a student of Geoffrey Hinton, who also hired Frosst at Google Brain. Frosst was among Geoffrey Hinton's earliest hires at Google Brain
Nick_Frosst
French computer scientist (born 1960)
and Geoffrey Hinton received the Turing Award from the Association for Computing Machinery for their work on deep learning. LeCun, Bengio, and Hinton, and
Yann_LeCun
Canadian computer scientist
learning. In 2012, Krizhevsky, Ilya Sutskever and their PhD advisor Geoffrey Hinton, at the University of Toronto, developed a powerful visual-recognition
Alex_Krizhevsky
Canadian computer scientist (born 1964)
"Nobel Prize of Computing", with Geoffrey Hinton and Yann LeCun for their foundational work on deep learning. Bengio, Hinton, and LeCun are sometimes referred
Yoshua_Bengio
Influential 2012 deep convolutional neural network
Krizhevsky in collaboration with Ilya Sutskever and his Ph.D. advisor Geoffrey Hinton at the University of Toronto, the model contains 60 million parameters
AlexNet
Intelligence of machines
as deepfakes. AI pioneer and Nobel Prize-winning computer scientist Geoffrey Hinton expressed concern about AI enabling "authoritarian leaders to manipulate
Artificial_intelligence
Probability of existentially catastrophic outcomes in AI
2023 following the release of GPT-4, as high-profile figures such as Geoffrey Hinton and Yoshua Bengio began to warn of the risks of AI. In a 2023 survey
P(doom)
evolve chaotically. Geoffrey Hinton proved a similar result about a device called a "Boltzmann machine". (Hopfield and Hinton would eventually receive
History of artificial intelligence
History_of_artificial_intelligence
British AI researcher (born 1976)
Biomedicine" 2022 – Princess of Asturias Award (with Yoshua Bengio, Geoffrey Hinton, and Yann LeCun) for Technical and Scientific Research 2022 – Wiley
Demis_Hassabis
Canadian AI researcher
doctoral advisor was Geoffrey Hinton. Salakhutdinov was considering quitting the field of artificial intelligence when he met Hinton in 2004, but changed
Ruslan_Salakhutdinov
Generative AI chatbot by OpenAI
experiments like ChatGPT, citing "profound risks to society and humanity". Geoffrey Hinton, one of the "fathers of AI", voiced concerns that future AI systems
ChatGPT
Hypothesized risk to human existence
about superintelligence have been voiced by researchers including Geoffrey Hinton, Yoshua Bengio, Demis Hassabis, and Alan Turing, and AI company CEOs
Existential risk from artificial intelligence
Existential_risk_from_artificial_intelligence
American scientist (born 1933)
revitalized large-scale interest in this field. In 2024 Hopfield, along with Geoffrey Hinton, was awarded the Nobel Prize in Physics for "foundational discoveries
John_Hopfield
British entomologist (1912–1977)
became a head teacher; James Hinton, who served as a professor of history at the University of Warwick; Geoffrey Hinton, a Turing and Nobel laureate who
H._E._Hinton
Type of AI with wide-ranging abilities
expert or non-expert. In 2012, Alex Krizhevsky, Ilya Sutskever, and Geoffrey Hinton developed a neural network called AlexNet, which won the ImageNet competition
Artificial general intelligence
Artificial_general_intelligence
Type of stochastic recurrent neural network
their sampling function. They were heavily popularized and promoted by Geoffrey Hinton, Terry Sejnowski and Yann LeCun in cognitive sciences communities,
Boltzmann_machine
Class of artificial neural network
Harmonium by Paul Smolensky in 1986, and rose to prominence after Geoffrey Hinton and collaborators used fast learning algorithms for them in the mid-2000s
Restricted_Boltzmann_machine
Canadian-American computer scientist (born 1963)
Computer Science of the University of Toronto under the supervision of Geoffrey Hinton. He obtained his M.Sc. and Ph.D. both in computer science in 1989 and
Richard_Zemel
Name list
English-born Irish serial killer Geoffrey C. Hazard Jr., American law professor Geoffrey Hinton, British computer scientist Geoffrey Langlands (1917–2019), British
Geoffrey_(name)
Conformance of AI to intended objectives
endanger human civilization if misaligned. These include "AI godfathers" Geoffrey Hinton and Yoshua Bengio and the CEOs of OpenAI, Anthropic, and Google DeepMind
AI_alignment
Technique for dimensionality reduction
Neighbor Embedding originally developed by Geoffrey Hinton and Sam Roweis, where Laurens van der Maaten and Hinton proposed the t-distributed variant. It
T-distributed stochastic neighbor embedding
T-distributed_stochastic_neighbor_embedding
German-American artificial intelligence researcher
he had previously been an advisor, as its US Director. Nat Friedman Geoffrey Hinton Stuart Russell Max Tegmark Eliezer Yudkowsky "Memes tell the story
Connor_Leahy
Taiwanese and American businessman (born 1963)
prize of the VinFuture Prize alongside Yoshua Bengio, Yann LeCun, Geoffrey Hinton, and Fei-Fei Li for their groundbreaking contributions to neural networks
Jensen_Huang
Upcoming film by Luca Guadagnino
officer and co-founder of OpenAI who fires Altman Mark Rylance as Geoffrey Hinton Ike Barinholtz as Elon Musk, co-founder of OpenAI Jason Schwartzman
Artificial_(2026_film)
Open letter about extinction risk from AI
including the two most-cited computer scientists and Turing laureates Geoffrey Hinton and Yoshua Bengio, as well as the scientific and executive leaders
Statement_on_AI_Risk
American computer scientist
earned a PhD in computer science from Carnegie Mellon University under Geoffrey Hinton. Brown married Margaret Hamburg on May 23, 1992, who would later serve
Peter_Fitzhugh_Brown
American computer scientist
Nature on the backpropagation algorithm along with David Rumelhart and Geoffrey Hinton, which triggered a boom in neural network research. Williams was born
Ronald_J._Williams
which laid the groundwork for computational complexity theory, and Geoffrey Hinton, the "Godfather of A.I." Due to the university's unique tri-campus
Computer science at the University of Toronto
Computer_science_at_the_University_of_Toronto
English zoologist (1934–2025)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Jane_Goodall
Computer term
Geoffrey Hinton, the prominent deep-learning researcher, which uses vectors based on natural language to improve its search results. Hinton, Geoffrey
Thought_vector
Explaining the brain's abilities through statistical principles
Analysis by Synthesis approach, branches of machine learning. In 1983 Geoffrey Hinton and colleagues proposed the brain could be seen as a machine making
Bayesian approaches to brain function
Bayesian_approaches_to_brain_function
Research institute in Toronto, Canada
Artificial Intelligence Strategy. Vector was established by Brendan Frey, Geoffrey Hinton, Raquel Urtasun in 2017 with the objectives of retaining and recruiting
Vector_Institute_(Canada)
Australian and American mathematician (born 1975)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Terence_Tao
Artificial intelligence research and industry in Canada
integration of this technology. British-Canadian computer scientist Geoffrey Hinton stated in 2025 that Canadian companies are adopting artificial intelligence
Artificial intelligence industry in Canada
Artificial_intelligence_industry_in_Canada
2023 business action
owing partially to his removal. In October 2024, Nobel Prize winner Geoffrey Hinton declared that he was proud that Ilya Sutskever, a former student of
Removal of Sam Altman from OpenAI
Removal_of_Sam_Altman_from_OpenAI
Canadian computer scientist and statistician (born 1956)
Toronto, where he received his Ph.D. in 1995 under the supervision of Geoffrey Hinton. Neal became an assistant professor at the University of Toronto in
Radford_M._Neal
Branch of machine learning
architectures and methods were developed by Terry Sejnowski, Peter Dayan, Geoffrey Hinton, etc., including the Boltzmann machine, restricted Boltzmann machine
Deep_learning
English author and Baptist minister
laureate Geoffrey Hinton. John Howard Hinton was born in Oxford in 1791 to James Hinton (1761–1823) and Ann Hinton. His Father, James Hinton, was a pastor
John_Howard_Hinton
Artificial-intelligence researcher
Toronto where he was awarded a PhD in 2003 for research supervised by Geoffrey Hinton. Teh was a postdoctoral fellow at the University of California, Berkeley
Yee_Whye_Teh
2024 European Union regulation
Eric Drexler Owain Evans Sam Harris Stephen Hawking Dan Hendrycks Geoffrey Hinton Bill Joy Daniel Kokotajlo Shane Legg Jan Leike Elon Musk Steve Omohundro
Artificial_Intelligence_Act
English computer scientist (born 1955)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Tim_Berners-Lee
English actor
Sully Luca Guadagnino Inland Dunleavy Fridtjof Ryder 2026 Artificial Geoffrey Hinton Luca Guadagnino Completed 2027 The Nightingale Julien Rossignol Michael
Mark Rylance on screen and stage
Mark_Rylance_on_screen_and_stage
Subset of artificial intelligence
In 2012, AlexNet, developed by Alex Krizhevsky, Ilya Sutskever, and Geoffrey Hinton, achieved substantially improved results in the ImageNet image recognition
Machine_learning
Type of artificial neural network
to inverting the rendering of an object of multiple parts. In 2000, Geoffrey Hinton et al. described an imaging system that combined segmentation and recognition
Capsule_neural_network
Canadian artificial intelligence company
The round also included Radical Ventures, Section 32, and AI-experts Geoffrey Hinton, Fei-Fei Li, Pieter Abbeel, and Raquel Urtasun. In February 2022, Cohere
Cohere
2024 news and comedy podcast hosted by Jon Stewart
Ocasio-Cortez, Senator Amy Klobuchar, entrepreneur Mark Cuban, AI researcher Geoffrey Hinton, and journalist Jane Mayer. As of June 2026, the podcast has released
The Weekly Show with Jon Stewart
The_Weekly_Show_with_Jon_Stewart
Optimization algorithm
was introduced by Geoffrey Hinton in his Coursera class, where he credited its effectiveness in various applications. Geoffrey Hinton (2016-11-16). Lecture
Stochastic_gradient_descent
American computer scientist and Internet pioneer (born 1943)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Vint_Cerf
Hansen (professor), Bank of Sweden Prize in Economic Sciences, 2013 Geoffrey Hinton (professor 1982–1987), Nobel Prize in Physics, 2024 Walter Kohn (professor)
List of Carnegie Mellon University people
List_of_Carnegie_Mellon_University_people
Machine learning technique
751–769. doi:10.1109/34.142911. Alexander Waibel; Toshiyuki Hanazawa; Geoffrey Hinton; Kiyohiro Shikano; Kevin J. Lang (1995). "Phoneme Recognition Using
Mixture_of_experts
1960 Elias Canetti*, Literature, 1981 Peter Howitt, Economics, 2025 Geoffrey Hinton, born in the United Kingdom, Physics, 2024 David Card, Economics, 2021
List of Nobel laureates by country
List_of_Nobel_laureates_by_country
Machine learning technique
the output from several simpler distributions. It was proposed by Geoffrey Hinton in 1999, along with an algorithm for training the parameters of such
Product_of_experts
American biochemist and Nobel laureate (born 1964)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Jennifer_Doudna
Artificial intelligence field of study
"Geoff Hinton, AI's Most Famous Researcher, Warns Of 'Existential Threat'". Forbes. Retrieved 2023-05-04. Bengio, Yoshua; Hinton, Geoffrey; Yao, Andrew;
AI_safety
American physician and immunologist (born 1959)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Drew_Weissman
American nuclear physicist and supporter of Maoist China (1921–2010)
sister, Jean Hinton Rosner (1917–2002), was a civil rights and peace activist. She was first cousin, once removed, with Geoffrey Hinton. Hinton graduated
Joan_Hinton
American physicist, writer, and Nobel Laureate (born 1940)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Kip_Thorne
American professor
signed by Anthropic's Dario Amodei, OpenAI's Sam Altman, AI expert Geoffrey Hinton, and other leaders. In April 2026, Krueger discussed the risks of advanced
David_Krueger_(professor)
Swedish-American academic physicist (born 1967)
development. In 2026, Tegmark was featured in Bloomberg in "Prince Harry, Geoffrey Hinton Call for Ban on AI Superintelligence", which covered a landmark petition
Max_Tegmark
American psychologist (1942–2011)
the first author of a highly cited paper from 1985 (co-authored by Geoffrey Hinton and Ronald J. Williams) that applied the back-propagation algorithm
David_Rumelhart
pandemics and nuclear war." Signatories included Turing laureates Geoffrey Hinton and Yoshua Bengio, as well as the scientific and executive leaders
Artificial intelligence controversies
Artificial_intelligence_controversies
California bill
AI researchers, including two of the so-called "Godfathers of AI", Geoffrey Hinton and Yoshua Bengio, signed a statement in May 2023 calling for the mitigation
Safe and Secure Innovation for Frontier Artificial Intelligence Models Act
Safe_and_Secure_Innovation_for_Frontier_Artificial_Intelligence_Models_Act
Machine learning method to transfer knowledge from a large model to a smaller one
the logit of the ensemble. The knowledge distillation preprint of Geoffrey Hinton et al. (2015) formulated the concept and showed some results achieved
Knowledge_distillation
Public school in Bristol, England
Francis Mott, who received the Nobel Prize in Physics in 1977; and Geoffrey Hinton who received the Nobel Prize in Physics in 2024. The school takes boys
Clifton_College
Japanese–American electronics engineer (born 1954)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Shuji_Nakamura
Regularization method for artificial neural networks
models, this technique was first introduced with the name dropout by Geoffrey Hinton, et al. in 2012. Google currently holds the patent for the dropout
Dropout_(neural_networks)
Belgian theoretical physicist and Nobel Prize laureate (1932–2026)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
François_Englert
Annual list of influential people
researcher and policy advisor Alondra Nelson, and neural network pioneer Geoffrey Hinton, amongst others. In 2024, Time launched the Time 100 Health list, which
Time_100
Canadian computer scientist (born 1968)
doctoral candidate at the University of Toronto under the supervision of Geoffrey Hinton (PhD 1997). He was an invited participant of the Machine Learning program
Brendan_Frey
Machine learning methods using multiple input modalities
Boltzmann machine is a type of stochastic neural network invented by Geoffrey Hinton and Terry Sejnowski in 1985. Boltzmann machines can be seen as the
Multimodal_learning
American annual computer science prize
original on November 27, 2020. Retrieved March 4, 2024. Thomas Haigh. "Geoffrey E. Hinton - A.M. Turing Award Laureate". Association for Computing Machinery
Turing_Award
American engineer (born 1928)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Martin_Cooper_(inventor)
American computer programmer (1941–2016)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Ray_Tomlinson
who received the Nobel Memorial Prize in Economic Sciences in 2016 Geoffrey Hinton, computer scientist, awarded the Nobel Prize in Physics in 2024 Eric
List of alumni of King's College, Cambridge
List_of_alumni_of_King's_College,_Cambridge
American Internet pioneer (born 1938)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Robert Kahn (computer scientist)
Robert_Kahn_(computer_scientist)
needed] In October 2012, AlexNet by Alex Krizhevsky, Ilya Sutskever, and Geoffrey Hinton won the large-scale ImageNet competition by a significant margin over
History of artificial neural networks
History_of_artificial_neural_networks
Canadian stem cell biologist
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Derrick_Rossi
American computer scientist (born 1976)
Elizabeth Prize for Engineering jointly with Yoshua Bengio, Bill Dally, Geoffrey E. Hinton, John Hopfield, Jen-Hsun Huang and Yann LeCun. 2025: Included in Time's
Fei-Fei_Li
Nonprofit AI safety organization
Eric Drexler Owain Evans Sam Harris Stephen Hawking Dan Hendrycks Geoffrey Hinton Bill Joy Daniel Kokotajlo Shane Legg Jan Leike Elon Musk Steve Omohundro
Machine Intelligence Research Institute
Machine_Intelligence_Research_Institute
Philosophical and social movement
Eric Drexler Owain Evans Sam Harris Stephen Hawking Dan Hendrycks Geoffrey Hinton Bill Joy Daniel Kokotajlo Shane Legg Jan Leike Elon Musk Steve Omohundro
Effective_accelerationism
French statistician (born 1970)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Emmanuel_Candès
Loss-of-control incident at OpenAI
Yoshua Bengio Nick Bostrom Paul Christiano Owain Evans Dan Hendrycks Geoffrey Hinton Daniel Kokotajlo Shane Legg Jan Leike Steve Omohundro Toby Ord Huw
2026 OpenAI agent cyberattacks
2026_OpenAI_agent_cyberattacks
October – The Nobel Prize in Physics is awarded to John Hopfield and Geoffrey Hinton "for foundational discoveries and inventions that enable machine learning
2024 in artificial intelligence
2024_in_artificial_intelligence
Machine learning software library
application-grade library, which became TensorFlow. In 2009, the team, led by Geoffrey Hinton, had implemented generalized backpropagation and other improvements
TensorFlow
Nonprofit organization
interpretability, and AI alignment. Notable participants included: Geoffrey Hinton – Turing Award winner, Nobel Laureate Stuart Russell – AI safety researcher
International Association for Safe and Ethical AI
International_Association_for_Safe_and_Ethical_AI
2014 book by Nick Bostrom
Eric Drexler Owain Evans Sam Harris Stephen Hawking Dan Hendrycks Geoffrey Hinton Bill Joy Daniel Kokotajlo Shane Legg Jan Leike Elon Musk Steve Omohundro
Superintelligence: Paths, Dangers, Strategies
Superintelligence:_Paths,_Dangers,_Strategies
Semi-annual technology conference held by Nvidia
for Edge and Cloud; ISAAC Demo 2021 Apr 12–16 Digital Jensen Huang; Geoffrey Hinton; Yann LeCun; Yoshua Bengio Grace; BMW Virtual Factory; Omniverse Enterprise;
Nvidia_GTC
American biologist (1931–2025)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Hamilton_O._Smith
would have been the latest female Nobel laureate after Katalin Karikó. Hinton's awarding of the Prize in Physics, for research on machine learning, provoked
2024_Nobel_Prizes
French microbiologist, biochemist and Nobel laureate (born 1968)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Emmanuelle_Charpentier
Weissman Jon Fosse Narges Mohammadi Claudia Goldin 2024 John Hopfield; Geoffrey Hinton David Baker; Demis Hassabis; John M. Jumper Victor Ambros; Gary Ruvkun
List_of_Nobel_laureates
American physicist and Nobel Laureate (born 1936)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Barry_Barish
Unemployment caused by technological change
unemployment, or even the end of employment altogether. Some experts, such as Geoffrey Hinton, believe that the development of artificial general intelligence and
Technological_unemployment
Methods in artificial intelligence research
statistical approximation and learning from examples. According to Marcus, Geoffrey Hinton and his colleagues have been vehemently "anti-symbolic": When deep
Symbolic artificial intelligence
Symbolic_artificial_intelligence
European particle physics research centre
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
CERN
American biologist (born 1942)
Uğur Şahin, Özlem Türeci, Derrick Rossi, and Sarah Gilbert 2022: Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and Demis Hassabis 2023: Jeffrey I. Gordon
Robert_Weinberg_(biologist)
End of the human species
25% chance of AI-caused extinction by 2833. On December 27, 2024, Geoffrey Hinton estimated a 10–20% probability of AI-caused extinction in the next
Human_extinction
Canadian mutidisciplinary research organization
Public Health Agency of Canada "Population and Public Health." In 2004, Geoffrey Hinton began leading CIFAR's Neural Computation & Adaptive Perception program
Canadian Institute for Advanced Research
Canadian_Institute_for_Advanced_Research
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GEOFFREY HINTON
GEOFFREY HINTON
GEOFFREY HINTON
GEOFFREY HINTON
GEOFFREY HINTON
GEOFFREY HINTON
GEOFFREY HINTON
GEOFFREY HINTON
GEOFFREY HINTON
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