University of Massachusetts Amherst
Arnaud DoucetSenior Staff Research Scientist · Google DeepMindResearcher↗
Researcher · Academic
Charles Sutton
Google DeepMindResearch Scientist
University of EdinburghHonorary Fellow
Sutton studies how probabilistic and deep-learning methods can analyze and generate software, including neural program synthesis and models of large codebases. His earlier work spans conditional random fields, natural-language processing, data mining, and tools for improving code quality.
Career & education
Current rolesGoogle DeepMindJanuary 2018-presentResearch ScientistUniversity of Edinburgh2022-presentHonorary Fellow
Google DeepMindJanuary 2018-presentUniversity of Edinburgh2022-presentPreviouslyUniversity of Edinburgh2014-2022Reader in Machine Learning
University of Edinburgh2014-2022Work and education history is primarily focused on AI-relevant roles and may not be comprehensive.
Citation Trend
Total citations to scholarly work, including research papers, technical reports, books and theses, as recorded by Google Scholar. Each point is a dated snapshot.
citations43,951As of Nov 10, '26
citations+4,617Since last snapshot, Jul 15, '26
Selected contributions
PaLM: Scaling Language Modeling with Pathways
With Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham and others ·Presented PaLM, a large language model demonstrating gains in reasoning, translation and coding.
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Reviewed August 15, 2026 · Checked for accuracy and new information.
