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Geoffrey Hinton - Wikipedia

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Wikipedia·en.wikipedia.org/wiki/Geoffrey_Hinton

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Useful background on one of AI's most influential figures who became a high-profile AI safety voice; relevant for understanding the mainstream credibility AI safety concerns have gained from prominent researchers.

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Importance: 55/100wiki pagereference

Summary

Wikipedia biography of Geoffrey Hinton, a pioneering AI researcher and 'Godfather of Deep Learning' who won the 2024 Nobel Prize in Physics for his foundational work on neural networks. Notably, Hinton left Google in 2023 to speak more freely about AI safety risks, becoming one of the most prominent AI researchers to publicly warn about existential dangers from advanced AI systems.

Key Points

  • •Co-developed backpropagation and deep learning techniques foundational to modern AI, earning him the 2018 Turing Award alongside Yann LeCun and Yoshua Bengio.
  • •Resigned from Google in May 2023 to warn publicly about AI existential risks, stating he regretted his life's work in some respects.
  • •Awarded the 2024 Nobel Prize in Physics for foundational discoveries enabling machine learning with artificial neural networks.
  • •Advocates for serious concern about AI surpassing human intelligence and the potential loss of human control over AI systems.
  • •His shift from AI capabilities researcher to prominent AI safety advocate represents a significant moment in mainstream AI risk discourse.

3 FactBase facts citing this source

EntityPropertyValueAs Of
Geoffrey HintonWikipediahttps://en.wikipedia.org/wiki/Geoffrey_Hinton—
Geoffrey HintonEducationPhD in Artificial Intelligence, University of Edinburgh (1978); BA in Experimental Psychology, Cambridge University—
Geoffrey HintonNotable ForGodfather of deep learning; pioneer of backpropagation, Boltzmann machines, and deep neural networks; Nobel Prize in Physics 2024; Turing Award 2018—

Cached Content Preview

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# Geoffrey Hinton

Geoffrey Hinton

British-Canadian computer scientist (born 1947)

| Geoffrey Hinton<br>[CC](https://en.wikipedia.org/wiki/Order_of_Canada "Order of Canada")[FRS](https://en.wikipedia.org/wiki/Fellow_of_the_Royal_Society "Fellow of the Royal Society")[FRSC](https://en.wikipedia.org/wiki/Fellow_of_the_Royal_Society_of_Canada "Fellow of the Royal Society of Canada") |
| --- |
| [![](https://upload.wikimedia.org/wikipedia/commons/thumb/3/30/Geoffrey_E._Hinton%2C_2024_Nobel_Prize_Laureate_in_Physics_%28cropped1%29.jpg/500px-Geoffrey_E._Hinton%2C_2024_Nobel_Prize_Laureate_in_Physics_%28cropped1%29.jpg)](https://en.wikipedia.org/wiki/File:Geoffrey_E._Hinton,_2024_Nobel_Prize_Laureate_in_Physics_(cropped1).jpg)<br>Hinton giving [Nobel lecture](https://en.wikipedia.org/wiki/Nobel_lecture "Nobel lecture") in 2024 |
| Born | Geoffrey Everest Hinton<br> (1947-12-06) 6 December 1947 (age78)<br>[London](https://en.wikipedia.org/wiki/London "London"), [England](https://en.wikipedia.org/wiki/England "England"), UK |
| Education | - [King's College, Cambridge](https://en.wikipedia.org/wiki/King's_College,_Cambridge "King's College, Cambridge") ( [BA](https://en.wikipedia.org/wiki/Bachelor_of_Arts "Bachelor of Arts"))<br>- [University of Edinburgh](https://en.wikipedia.org/wiki/University_of_Edinburgh "University of Edinburgh") ( [PhD](https://en.wikipedia.org/wiki/Doctor_of_Philosophy "Doctor of Philosophy")) |
| Knownfor | - Applications of [backpropagation](https://en.wikipedia.org/wiki/Backpropagation "Backpropagation")<br>- [Boltzmann machine](https://en.wikipedia.org/wiki/Boltzmann_machine "Boltzmann machine")<br>- [Restricted Boltzmann machine](https://en.wikipedia.org/wiki/Restricted_Boltzmann_machine "Restricted Boltzmann machine")<br>- [Deep learning](https://en.wikipedia.org/wiki/Deep_learning "Deep learning")<br>- [Deep belief network](https://en.wikipedia.org/wiki/Deep_belief_network "Deep belief network")<br>- [Knowledge distillation](https://en.wikipedia.org/wiki/Knowledge_distillation "Knowledge distillation") ("Dark knowledge")<br>- [Capsule neural networks](https://en.wikipedia.org/wiki/Capsule_neural_network "Capsule neural network")<br>- [Mixture of experts](https://en.wikipedia.org/wiki/Mixture_of_experts "Mixture of experts")<br>- [Product of experts](https://en.wikipedia.org/wiki/Product_of_experts "Product of experts")<br>- [Time delay neural network](https://en.wikipedia.org/wiki/Time_delay_neural_network "Time delay neural network")<br>- [t-SNE](https://en.wikipedia.org/wiki/T-SNE "T-SNE")<br>- [AlexNet](https://en.wikipedia.org/wiki/AlexNet "AlexNet")<br>- [Dropout](https://en.wikipedia.org/wiki/Dilution_(neural_networks) "Dilution (neural networks)") |
| Spouses | - Joanne<br>- Rosalind Zalin<br>  <br>  <br>  <br>​<br>  <br>(died1994)​<br>  <br>- Jacqueline Ford<br>  <br>  <br>  <br>​<br>  <br>  <br>  <br>​<br>  <br>(m.1997;died2018)​ |
| Father | [H. E. Hinton](https://en.wikipedia.org/wiki/H._E._Hinton "H. E. Hinton

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