Google DeepMind

DeepMind Technologies Limited
  • Google DeepMind
  • DeepMind
Company typeSubsidiary
IndustryArtificial intelligence
Founded23 September 2010 (2010-09-23) (incorporation)[1]
15 November 2010 (2010-11-15) (official launch)[2]
Founders
HeadquartersLondon, England[3]
Key people
Products
RevenueIncrease £1.53 billion (2023)[4]
Increase £136 million (2023)[4]
Increase £113 million (2023)[4]
OwnerAlphabet Inc.[5]
Number of employees
c. 2,600 (2024)[6]
ParentDeepmind Holdings Limited[7]
Websitedeepmind.google

DeepMind Technologies Limited,[1] trading as Google DeepMind or simply DeepMind, is a British–American artificial intelligence research laboratory which serves as a subsidiary of Alphabet Inc. Founded in the UK in 2010, it was acquired by Google in 2014[8] and merged with Google AI's Google Brain division to become Google DeepMind in April 2023. The company is headquartered in London, with research centres in the United States, Canada,[9] France,[10] Germany, and Switzerland.

In 2014, DeepMind introduced neural Turing machines (neural networks that can access external memory like a conventional Turing machine).[11][12] The company has created many neural network models trained with reinforcement learning to play video games and board games. It made headlines in 2016 after its AlphaGo program beat Lee Sedol, a Go world champion, in a five-game match, which was later featured in the documentary AlphaGo.[13] A more general program, AlphaZero, beat the most powerful programs playing go, chess and shogi (Japanese chess) after a few days of play against itself using reinforcement learning.[14] DeepMind has since trained models for game-playing (MuZero, AlphaStar), for geometry (AlphaGeometry), and for algorithm discovery (AlphaEvolve, AlphaDev, AlphaTensor).

In 2020, DeepMind made significant advances in the problem of protein folding with AlphaFold, which achieved state of the art records on benchmark tests for protein folding prediction.[15] In July 2022, it was announced that over 200 million predicted protein structures, representing virtually all known proteins, would be released on the AlphaFold database.[16][17]

Google DeepMind has become responsible for the development of Gemini (Google's family of large language models) and other generative AI tools, such as the text-to-image model Imagen and the text-to-video model Veo.

  1. ^ a b "DeepMind Technologies Limited overview - Find and update company information - Gov.uk". Companies House. 23 September 2010. Retrieved 14 December 2024.
  2. ^ Hodson, Hal (1 March 2019). "DeepMind and Google: the battle to control artificial intelligence". The Economist. Retrieved 22 September 2024.
  3. ^ "King's Cross – S2 Building – SES Engineering Services". ses-ltd.co.uk. Retrieved 14 July 2022.
  4. ^ a b c "Full accounts made up to 31 December 2023". Companies House. 7 October 2024. p. 11.
  5. ^ "Deepmind Holdings Limited persons with significant control – Find and update company information – GOV.UK". Companies House. 30 August 2019. Retrieved 7 May 2024.
  6. ^ Langley, Hugh (16 May 2024). "How Google CEO Sundar Pichai shook up his leadership team for the AI era". Business Insider. Archived from the original on 20 May 2024.
  7. ^ "Deepmind Technologies Limited persons with significant control – Find and update company information – Gov.uk". Companies House. 4 November 2019. Retrieved 14 December 2024.
  8. ^ Bray, Chad (27 January 2014). "Google Acquires British Artificial Intelligence Developer". DealBook. Retrieved 4 November 2019.
  9. ^ "About Us". DeepMind. 14 May 2024.
  10. ^ "A return to Paris". DeepMind. 14 May 2024.
  11. ^ Graves, Alex; Wayne, Greg; Danihelka, Ivo (2014). "Neural Turing Machines". arXiv:1410.5401 [cs.NE].
  12. ^ Best of 2014: Google's Secretive DeepMind Startup Unveils a "Neural Turing Machine" Archived 4 December 2015 at the Wayback Machine, MIT Technology Review
  13. ^ Kohs, Greg (29 September 2017), AlphaGo, Ioannis Antonoglou, Lucas Baker, Nick Bostrom, retrieved 9 January 2018
  14. ^ Silver, David; Hubert, Thomas; Schrittwieser, Julian; Antonoglou, Ioannis; Lai, Matthew; Guez, Arthur; Lanctot, Marc; Sifre, Laurent; Kumaran, Dharshan; Graepel, Thore; Lillicrap, Timothy; Simonyan, Karen; Hassabis, Demis (5 December 2017). "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm". arXiv:1712.01815 [cs.AI].
  15. ^ Callaway, Ewen (30 November 2020). "'It will change everything': DeepMind's AI makes gigantic leap in solving protein structures". Nature. Retrieved 31 August 2021.
  16. ^ Geddes, Linda (28 July 2022). "DeepMind uncovers structure of 200m proteins in scientific leap forward". The Guardian.
  17. ^ "AlphaFold reveals the structure of the protein universe". DeepMind. 28 July 2022.

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