Biography:Ilya Sutskever
Ilya Sutskever | |
---|---|
איליה סוצקבר Илья Суцкевер | |
![]() Ilya Sutskever (right) with Sam Altman at Tel Aviv University in 2023 | |
Born | Илья Суцкевер 1985/1986 (age 37–39)[1] |
Citizenship | Canadian, Israeli |
Alma mater | |
Known for | AlexNet Co-founding OpenAI |
Scientific career | |
Fields | Machine learning Neural networks Artificial intelligence Deep learning[4] |
Institutions | University of Toronto Stanford University Google Brain OpenAI |
Thesis | Training Recurrent Neural Networks (2013) |
Doctoral advisor | Geoffrey Hinton[5][6] |
Website | {{{1}}} |
Ilya Sutskever FRS (/ˈɪljə ˈsuːtskɪvər/; Hebrew: איליה סוצקבר; Russian: Илья́ Суцке́вер ru born 1985/86)[1] is a computer scientist working in machine learning.[4] He is a co-founder and former Chief Scientist at OpenAI.[7]
He has made several major contributions to the field of deep learning.[8][9][10] In 2023, Sutskever was one of the members of the OpenAI board who fired CEO Sam Altman; Altman returned a week later, and Sutskever stepped down from the board. He is the co-inventor, with Alex Krizhevsky and Geoffrey Hinton, of AlexNet, a convolutional neural network.[11] Sutskever is also one of the many co-authors of the AlphaGo paper.[12]
Early life and education
Sutskever was born in Nizhny Novgorod, Russia , then called Gorky, at the time part of the Soviet Union, and at age 5 immigrated with his family to Israel.[13] He spent his formative years in Jerusalem.[14]
Sutskever attended the Open University of Israel between 2000 and 2002.[15] After that, he moved to Canada with his family and attended the University of Toronto in Ontario.
From the University of Toronto, Sutskever received a Bachelor of Science in mathematics in 2005,[15][16][3][17] a Master of Science in computer science in 2007,[16][18] and a Doctor of Philosophy in computer science in 2013.[6][19][20] His doctoral supervisor was Geoffrey Hinton.[5]
In 2012, Sutskever built AlexNet in collaboration with Hinton and Alex Krizhevsky. To support the computing demands of AlexNet, Sutskever bought many GTX 580 GPUs online.[21]
Career and research
From November to December 2012, Sutskever spent about two months as a postdoc with Andrew Ng at Stanford University. He then returned to the University of Toronto and joined Hinton's new research company DNNResearch, a spinoff of Hinton's research group. Four months later, in March 2013, Google acquired DNNResearch and hired Sutskever as a research scientist at Google Brain.[22]
At Google Brain, Sutskever worked with Oriol Vinyals and Quoc Viet Le to create the sequence-to-sequence learning algorithm,[23] and worked on TensorFlow.[24]
At the end of 2015, he left Google to become cofounder and chief scientist of the newly founded organization OpenAI.[25][26][27]
In 2023, he announced that he will co-lead OpenAI's new "Superalignment" project, which tries to solve the alignment of superintelligences in 4 years. He wrote that even if superintelligence seems far off, it could happen this decade.[28]
Sutskever was formerly one of the six board members of the non-profit entity which controls OpenAI.[29] The Information speculated that the firing of Sam Altman in part resulted from a conflict over the extent to which the company should commit to AI safety.[30] In a company all-hands meeting shortly after the board meeting, Sutskever stated that firing Altman was "the board doing its duty",[31] though in the following week, he expressed regret at having participated in Altman's ousting.[32] The firing of Altman and resignation of Brockman led to resignation of three senior researchers from OpenAI.[33] Following these events, Sutskever stepped down from the board of OpenAI.[34]
Awards and honours
- 2015, Sutskever was named in MIT Technology Review's 35 Innovators Under 35.[35]
- 2018, Sutskever was the keynote speaker at Nvidia Ntech 2018[36] and AI Frontiers Conference 2018.[37]
- 2022, he was elected a Fellow of the Royal Society (FRS).[23]
References
- ↑ 1.0 1.1 Simonite, Tom (18 August 2015). "Ilya Sutskever". https://www.technologyreview.com/innovator/ilya-sutskever/.
- ↑ "Heard It Through the AI | University of Toronto Magazine" (in en-US). 28 September 2022. https://magazine.utoronto.ca/people/alumni-donors/heard-it-through-the-ai-openai-ilya-sutskever/.
- ↑ 3.0 3.1 "Season 1 Ep. 22 Ilya Sutskever". The Robot Brains Podcast. 21 September 2021. https://www.youtube.com/watch?v=fCoavgGZ64Y.
- ↑ 4.0 4.1 {{Google Scholar id}} template missing ID and not present in Wikidata.
- ↑ 5.0 5.1 Ilya Sutskever at the Mathematics Genealogy Project
- ↑ 6.0 6.1 Sutskever, Ilya (2013). Training Recurrent Neural Networks. utoronto.ca (PhD thesis). University of Toronto. hdl:1807/36012. OCLC 889910425. ProQuest 1501655550. Archived from the original on 26 March 2023. Retrieved 24 March 2023.
- ↑ Metz, Cade (19 April 2018). "A.I. Researchers Are Making More Than $1 Million, Even at a Nonprofit" (in en). The New York Times. https://www.nytimes.com/2018/04/19/technology/artificial-intelligence-salaries-openai.html?action=click&module=RelatedCoverage&pgtype=Article®ion=Footer.
- ↑ Krizhevsky, Alex; Sutskever, Ilya; Hinton, Geoffrey E (2012). "ImageNet Classification with Deep Convolutional Neural Networks". Advances in Neural Information Processing Systems (Curran Associates, Inc.) 25. https://proceedings.neurips.cc/paper/2012/hash/c399862d3b9d6b76c8436e924a68c45b-Abstract.html.
- ↑ Srivastava, Nitish; Hinton, Geoffrey; Krizhevsky, Alex; Sutskever, Ilya; Salakhutdinov, Ruslan (2014). "Dropout: A Simple Way to Prevent Neural Networks from Overfitting". Journal of Machine Learning Research 15 (56): 1929–1958. ISSN 1533-7928. http://jmlr.org/papers/v15/srivastava14a.html.
- ↑ Sutskever, Ilya; Vinyals, Oriol; Le, Quoc V. (2014-12-08). "Sequence to sequence learning with neural networks". Proceedings of the 27th International Conference on Neural Information Processing Systems - Volume 2. NIPS'14 (Cambridge, MA, USA: MIT Press): 3104–3112. https://dl.acm.org/doi/10.5555/2969033.2969173.
- ↑ , Wikidata Q59445836
- ↑ , Wikidata Q28005460
- ↑ מן, יובל (2022-11-18). ""הבינה המלאכותית מהמדע הבדיוני תהפוך למציאות"" (in he). Ynet. https://www.ynet.co.il/digital/technology/article/h1ebvhxuj.
- ↑ Ansari, Tasmia (2023-03-07). "The Brain That Supercharged ChatGPT, ImageNet and TF" (in en-US). https://analyticsindiamag.com/the-brain-that-supercharged-chatgpt-imagenet-tensorflow/.
- ↑ 15.0 15.1 "Neural networking". 25 October 2010. https://thevarsity.ca/2010/10/25/neural-networking/.
- ↑ 16.0 16.1 Johnston, Jessica Leigh (8 December 2010). "A Neural Network for a New Millennium". https://magazine.utoronto.ca/people/students/ilya-sutskever-google-phd-fellowship/.
- ↑ Template:Linkedin
- ↑ Sutskever, Ilya (2007). Nonlinear multilayered sequence models. utoronto.ca (MSc thesis). University of Toronto. hdl:1807/119676. OCLC 234120052. Archived from the original on 24 March 2023. Retrieved 24 March 2023.
- ↑ "RAM Workshop". http://www.thespermwhale.com/jaseweston/ram/.
- ↑ "Episode 85: A Conversation with Ilya Sutskever". Gigaom. https://voicesinai.com/episode/episode-85-a-conversation-with-ilya-sutskever/.
- ↑ "Exclusive: Ilya Sutskever, OpenAI's chief scientist, on his hopes and fears for the future of AI" (in en). https://www.technologyreview.com/2023/10/26/1082398/exclusive-ilya-sutskever-openais-chief-scientist-on-his-hopes-and-fears-for-the-future-of-ai/.
- ↑ McMillan, Robert (13 March 2013). "Google Hires Brains that Helped Supercharge Machine Learning". https://www.wired.com/2013/03/google_hinton/.
- ↑ 23.0 23.1 Anon (2022). "Ilya Sutskever". London: Royal Society. https://royalsociety.org/people/ilya-sutskever-35834/.
- ↑ , Wikidata Q29040034
- ↑ "OpenAI Blog". 12 December 2015. https://www.openai.com/blog/introducing-openai/.
- ↑ {{{1}}}
- ↑ Metz, Cade (27 April 2016). "Inside OpenAI, Elon Musk's Wild Plan to Set Artificial Intelligence Free". https://www.wired.com/2016/04/openai-elon-musk-sam-altman-plan-to-set-artificial-intelligence-free/.
- ↑ "Introducing Superalignment" (in en-US). https://openai.com/blog/introducing-superalignment.
- ↑ "Our structure". https://openai.com/our-structure. "OpenAI is governed by the board of the OpenAI Nonprofit, composed of OpenAI Global, LLC employees Greg Brockman (Chairman & President), Ilya Sutskever (Chief Scientist), and Sam Altman (CEO), and non-employees Adam D’Angelo, Tasha McCauley, Helen Toner."
- ↑ "Before OpenAI Ousted Altman, Employees Disagreed Over AI 'Safety'". https://www.theinformation.com/articles/before-openai-ousted-altman-employees-disagreed-over-ai-safety.
- ↑ Edwards, Benj (2023-11-18). "Details emerge of surprise board coup that ousted CEO Sam Altman at OpenAI". https://arstechnica.com/information-technology/2023/11/report-sutskever-led-board-coup-at-openai-that-ousted-altman-over-ai-safety-concerns/.
- ↑ Rosenberg, Scott (2023-11-20). "OpenAI's Sutskever says he regrets board's firing of Altman". Axios. https://www.axios.com/2023/11/20/sam-altman-fired-openai-board-illya-sutsever-regrets.
- ↑ Thompson, Polly. "3 senior OpenAI researchers resign in the wake of Sam Altman's shock dismissal as CEO, report says" (in en-US). https://www.businessinsider.com/3-open-ai-researchers-resign-sam-altman-dismissal-ceo-2023-11.
- ↑ "OpenAI announces return of Sam Altman as CEO.". 22 November 2023. https://x.com/OpenAI/status/1727206187077370115?s=20.
- ↑ "35 Innovators Under 35: Ilya Sutskever". https://www.technologyreview.com/lists/innovators-under-35/2015/visionary/ilya-sutskever/.
- ↑ Martin, Scott (15 September 2018). "Reinforcement Learning 'Really Works' for AI Against Pro Gamers, OpenAI Trailblazer Says". Nvidia. https://blogs.nvidia.com/blog/2018/09/14/reinforcement-learning-openai-pro-gamers-ilya-sutskeverai-elon-musk-gpu-dgx/.
- ↑ "The man who revolutionized computer vision, machine translation, games and robotics · AI Frontiers Conference". https://aifrontiers.com/2018/08/29/the-journey-of-openais-founder-ilya-sutskever-s-story/.
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