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Portrait of David Silver

David Silver

Founder and CEO of Ineffable Intelligence; Professor at UCL

The researcher behind major AlphaGo and AlphaZero advances now pursuing systems that learn new capabilities through their own experience.

Current role

Founder and CEO of Ineffable Intelligence; Professor at UCL

Since 2026

Education

PhD in computing science

University of Alberta

Profiles

  • LinkedIn

Biography

David Silver is a British AI researcher whose career has centered on reinforcement learning. He studied at the University of Cambridge and later earned a doctorate at the University of Alberta in 2009. Between those periods, he worked in game development, giving him experience with complex interactive software before returning to academic research.

Silver joined DeepMind full-time in 2013 after earlier consulting work. He led the AlphaGo effort, which combined learning and search to reach a level of Go play that had previously been beyond computer systems. The project's 2016 match against Lee Sedol became a highly visible demonstration of progress in machine decision-making.

He also led work associated with AlphaZero, which learned strong play in Go, chess, and shogi through self-play. This research investigated how a shared learning approach could succeed across multiple games. Silver's work extended beyond a single match or product into the methods by which agents can improve through repeated interaction.

Silver is a professor at University College London and founded Ineffable Intelligence, leaving DeepMind in 2026. The company's stated goal is to develop systems that discover knowledge through experience. His profile connects foundational reinforcement-learning research, team leadership on landmark game-playing systems, and a continuing effort to extend experience-based learning beyond carefully defined game environments.

Notable contributions

  1. 2016

    Led AlphaGo research

    Led the research effort behind the system that defeated Lee Sedol in 2016.

    • deepmind.google
  2. 2017

    Led AlphaZero research

    Co-authored a general self-play approach achieving strong performance across chess, shogi, and Go.

    • arxiv.org
  3. 2026

    Founded Ineffable Intelligence

    Established a research company focused on reinforcement learning and discovery through experience.

    • ineffable.ai

Sources

  • Individual biographyen.wikipedia.org
  • David Silver — research biographydavidsilver.uk
  • Ineffable Intelligence — founder statementineffable.ai

Photo source: Wikimedia Commons

Profile last checked Oct 5, 2026.