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Suleyman co-founded [[DeepMind Technologies]], a leading artificial intelligence (AI) company and became its chief product officer. DeepMind was bought by [[Alphabet Inc.|Google]] in 2014 and he became head of applied AI at DeepMind.<ref name=":1" />
Suleyman co-founded [[DeepMind Technologies]], a leading artificial intelligence (AI) company and became its chief product officer. DeepMind was bought by [[Alphabet Inc.|Google]] in 2014 and he became head of applied AI at DeepMind.<ref name=":1" />

⚫
In August 2019, Bloomberg reported that Suleyman had been placed on administrative leave following controversy about him.<ref>{{Cite news |last1=Giles |first1=Turner |last2=Bergen |first2=Mark |date=2019-08-21 |title=Google DeepMind Co-Founder Placed on Leave From AI Lab |language=en |work=Bloomberg.com |url=https://www.bloomberg.com/news/articles/2019-08-21/google-deepmind-co-founder-placed-on-leave-from-ai-lab |url-access=subscription |access-date=2022-06-02}}</ref> In 2021, the [[Wall Street Journal]] revealed that he had been placed on leave in 2019 following an investigation into employees' allegations of bullying as their manager.<ref>{{Cite news|url=https://www.wsj.com/articles/artificial-intelligence-will-define-googles-future-for-now-its-a-management-challenge-11611676945|title=Artificial Intelligence Will Define Google's Future. For Now, It's a Management Challenge|newspaper=Wall Street Journal|date=26 January 2021}}</ref> The company hired an external lawyer to investigate the allegations before placing him on leave at the time, and shortly thereafter Suleyman left to take a VP role at parent company Google. An email circulated by DeepMind's leadership to staff after the story broke, as well as additional details published by [[Business Insider]], said Suleyman's "management style fell short" of expected standards.<ref>{{Cite web |last1=Coulter |first1=Martin |last2=Langley |first2=Hugh |title=Read the leaked email that Google's AI firm DeepMind sent to staff after the bombshell news that its cofounder faced a bullying investigation |url=https://www.businessinsider.com/google-deepmind-leaked-email-mustafa-suleyman-bullying-claims-2021-6 |access-date=2022-06-02 |website=Business Insider |language=en-US}}</ref><ref>{{Cite web|url=https://www.businessinsider.com/deepmind-mustafa-suleyman-google-allegations-bullying-settlements-2021-8?r=US&IR=T|title=DeepMind's cofounder was placed on leave after employees complained about bullying and humiliation for years. Then Google made him a VP|website=[[Business Insider]] }}</ref>


=== DeepMind ===
=== DeepMind ===
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In 2014 [[DeepMind]] was acquired by [[Google]] for a reported £400 million<ref>{{Cite web|url=https://www.theguardian.com/technology/2014/jan/27/google-acquires-uk-artificial-intelligence-startup-deepmind|title=Google buys UK artificial intelligence startup Deepmind for £400m|last=Gibbs|first=Samuel|date=2014-01-27|website=the Guardian|language=en|access-date=2018-02-15}}</ref> — the company's largest acquisition in Europe at that time. Following the acquisition, Suleyman became head of applied AI at DeepMind, taking on responsibility for integrating the company's technology across a wide range of Google products.
In 2014 [[DeepMind]] was acquired by [[Google]] for a reported £400 million<ref>{{Cite web|url=https://www.theguardian.com/technology/2014/jan/27/google-acquires-uk-artificial-intelligence-startup-deepmind|title=Google buys UK artificial intelligence startup Deepmind for £400m|last=Gibbs|first=Samuel|date=2014-01-27|website=the Guardian|language=en|access-date=2018-02-15}}</ref> — the company's largest acquisition in Europe at that time. Following the acquisition, Suleyman became head of applied AI at DeepMind, taking on responsibility for integrating the company's technology across a wide range of Google products.


In February 2016 Suleyman launched DeepMind Health<ref>{{Cite web|url=https://deepmind.com/applied/deepmind-health/|title=Welcome to DeepMind Health {{!}} DeepMind|website=DeepMind|access-date=2018-02-15}}</ref> at the Royal Society of Medicine. DeepMind Health builds clinician-led technology for the NHS and other partners to improve frontline healthcare services.<ref>{{Cite news|url=https://www.digitalhealth.net/2017/12/google-deepmind-streams-royal-free/#healthit|title=Google DeepMind's Streams technology branded 'phenomenal'|date=2017-12-04|work=Digital Health|access-date=2018-02-15|language=en-GB}}</ref> Under Suleyman, DeepMind also developed research collaborations with healthcare organizations in the United Kingdom, including Moorfields Eye Hospital NHS Foundation Trust,<ref>{{Cite web|url=https://www.newstatesman.com/microsites/healthcare/2017/01/ai-nhs-how-machine-intelligence-could-save-eyesight-thousands|title=AI on the NHS: how machine intelligence could save the eyesight of thousands|website=www.newstatesman.com|language=en|access-date=2018-02-15}}</ref>
In February 2016 Suleyman launched DeepMind Health<ref>{{Cite web|url=https://deepmind.com/applied/deepmind-health/|title=Welcome to DeepMind Health {{!}} DeepMind|website=DeepMind|access-date=2018-02-15}}</ref> at the Royal Society of Medicine. DeepMind Health builds clinician-led technology for the NHS and other partners to improve frontline healthcare services.<ref>{{Cite news|url=https://www.digitalhealth.net/2017/12/google-deepmind-streams-royal-free/#healthit|title=Google DeepMind's Streams technology branded 'phenomenal'|date=2017-12-04|work=Digital Health|access-date=2018-02-15|language=en-GB}}</ref> Under Suleyman, DeepMind also developed research collaborations with healthcare organizations in the United Kingdom, including Moorfields Eye Hospital NHS Foundation Trust,<ref>{{Cite web|url=https://www.newstatesman.com/microsites/healthcare/2017/01/ai-nhs-how-machine-intelligence-could-save-eyesight-thousands|title=AI on the NHS: how machine intelligence could save the eyesight of thousands|website=www.newstatesman.com|language=en|access-date=2018-02-15}}</ref>


In 2016, Suleyman led an effort to apply DeepMind's machine learning algorithms to help reduce the energy required to cool Google's data centres. The system evaluated the billions of possible combinations of actions that the data centre operators could take, and came up with recommendations based on the predicted power usage. The system discovered novel methods of cooling, leading to a reduction of up to 40% of the amount of energy used for cooling, and a 15% improvement in the buildings' overall energy efficiency.<ref>{{Cite web|url=https://deepmind.com/blog/deepmind-ai-reduces-google-data-centre-cooling-bill-40/|title=DeepMind AI Reduces Google Data Centre Cooling Bill by 40% {{!}} DeepMind|website=DeepMind|access-date=2018-02-15}}</ref>
In 2016, Suleyman led an effort to apply DeepMind's machine learning algorithms to help reduce the energy required to cool Google's data centres. The system evaluated the billions of possible combinations of actions that the data centre operators could take, and came up with recommendations based on the predicted power usage. The system discovered novel methods of cooling, leading to a reduction of up to 40% of the amount of energy used for cooling, and a 15% improvement in the buildings' overall energy efficiency.<ref>{{Cite web|url=https://deepmind.com/blog/deepmind-ai-reduces-google-data-centre-cooling-bill-40/|title=DeepMind AI Reduces Google Data Centre Cooling Bill by 40% {{!}} DeepMind|website=DeepMind|access-date=2018-02-15}}</ref>


⚫
In August 2019, Bloomberg reported that Suleyman had been placed on administrative leave following controversy about him.<ref>{{Cite news |last1=Giles |first1=Turner |last2=Bergen |first2=Mark |date=2019-08-21 |title=Google DeepMind Co-Founder Placed on Leave From AI Lab |language=en |work=Bloomberg.com |url=https://www.bloomberg.com/news/articles/2019-08-21/google-deepmind-co-founder-placed-on-leave-from-ai-lab |url-access=subscription |access-date=2022-06-02}}</ref> In 2021, the [[Wall Street Journal]] revealed that he had been placed on leave in 2019 following an investigation into employees' allegations of bullying as their manager.<ref>{{Cite news|url=https://www.wsj.com/articles/artificial-intelligence-will-define-googles-future-for-now-its-a-management-challenge-11611676945|title=Artificial Intelligence Will Define Google's Future. For Now, It's a Management Challenge|newspaper=Wall Street Journal|date=26 January 2021}}</ref> The company hired an external lawyer to investigate the allegations before placing him on leave at the time, and shortly thereafter Suleyman left to take a VP role at parent company Google. An email circulated by DeepMind's leadership to staff after the story broke, as well as additional details published by [[Business Insider]], said Suleyman's "management style fell short" of expected standards.<ref>{{Cite web |last1=Coulter |first1=Martin |last2=Langley |first2=Hugh |title=Read the leaked email that Google's AI firm DeepMind sent to staff after the bombshell news that its cofounder faced a bullying investigation |url=https://www.businessinsider.com/google-deepmind-leaked-email-mustafa-suleyman-bullying-claims-2021-6 |access-date=2022-06-02 |website=Business Insider |language=en-US}}</ref><ref>{{Cite web|url=https://www.businessinsider.com/deepmind-mustafa-suleyman-google-allegations-bullying-settlements-2021-8?r=US&IR=T|title=DeepMind's cofounder was placed on leave after employees complained about bullying and humiliation for years. Then Google made him a VP|website=[[Business Insider]] }}</ref>
=== Post-DeepMind ===


In December 2019, Suleyman announced he would be leaving DeepMind to join Google, working in a policy role.<ref>{{Cite news |last=Murgia |first=Madhumita |date=2019-12-05 |title=DeepMind co-founder leaves for policy role at Google |work=[[Financial Times]] |url=https://www.ft.com/content/02757f12-1780-11ea-9ee4-11f260415385 |url-access=subscription |access-date=2022-06-02}}</ref>
In December 2019, Suleyman announced he would be leaving DeepMind to join Google, working in a policy role.<ref>{{Cite news |last=Murgia |first=Madhumita |date=2019-12-05 |title=DeepMind co-founder leaves for policy role at Google |work=[[Financial Times]] |url=https://www.ft.com/content/02757f12-1780-11ea-9ee4-11f260415385 |url-access=subscription |access-date=2022-06-02}}</ref>


===Inflection AI===
Suleyman left Google in January 2022 and joined [[Greylock Partners]] as a venture partner.<ref>{{cite web |last1=Shead |first1=Sam |title=DeepMind co-founder plans to help U.S. VC firm Greylock penetrate Europe |url=https://www.cnbc.com/2022/02/03/deepmind-co-founder-plans-to-help-greylock-penetrate-europe-.html |website=CNBC |access-date=5 August 2022}}</ref>
⚫
Suleyman left Google in January 2022 and joined [[Greylock Partners]] as a venture partner<ref>{{cite web |last1=Shead |first1=Sam |title=DeepMind co-founder plans to help U.S. VC firm Greylock penetrate Europe |url=https://www.cnbc.com/2022/02/03/deepmind-co-founder-plans-to-help-greylock-penetrate-europe-.html |website=CNBC |access-date=5 August 2022}}</ref> and in March 2022, Suleyman co-founded Inflection AI, a new AI lab venture with Greylock's [[Reid Hoffman]].<ref>{{Cite web |last=Shead |first=Sam |title=Reid Hoffman has co-founded his first new company since LinkedIn sale |url=https://www.cnbc.com/2022/03/08/reid-hoffman-has-set-up-a-new-ai-company-with-deepminds-co-founder.html |access-date=2022-09-01 |website=CNBC |language=en}}</ref> The company was founded with the goal of leveraging "AI to help humans 'talk' to computers," recruited former staff from companies such as [[Google]] and [[Meta Platforms|Meta]]<ref>{{Cite web |last=Shead |first=Sam |title=The co-founders of DeepMind and LinkedIn have raised $225 million for their A.I. lab |url=https://www.cnbc.com/2022/05/16/inflection-ai-linkedin-and-deepmind-co-founders-raise-225-million.html |access-date=2022-09-01 |website=CNBC |language=en}}</ref> and raised $225 million in its first funding round.<ref>{{Cite web |last=Shead |first=Sam |title=The co-founders of DeepMind and LinkedIn have raised $225 million for their A.I. lab |url=https://www.cnbc.com/2022/05/16/inflection-ai-linkedin-and-deepmind-co-founders-raise-225-million.html |access-date=2022-09-01 |website=CNBC |language=en}}</ref><ref>{{Cite web |last=Shead |first=Sam |title=Reid Hoffman has co-founded his first new company since LinkedIn sale |url=https://www.cnbc.com/2022/03/08/reid-hoffman-has-set-up-a-new-ai-company-with-deepminds-co-founder.html |access-date=2022-09-01 |website=CNBC |language=en}}</ref>


In 2023, Inflection AI launched a chatbot named “Pi” for Personal Intelligence. The bot “remembers” past conversations and seems to get to know its users over time.<ref>{{cite news|title=DeepMind cofounder’s new A.I. chatbot is a good listener. And that’s about it. Is that enough?|url=https://fortune.com/2023/05/03/inflection-ai-deepmind-cofounder-mustafa-suleyman-pi-chatbot/|date=May 3, 2023|website=Fortune}}</ref> According to Suleyman, the long-term goal for Pi is to be a digital “Chief of Staff”, with the initial design focused on maintaining conversational dialogue with users, asking questions, and offering emotional support.<ref>{{cite news|title=Inflection AI, Startup From Ex-DeepMind Leaders, Launches Pi — A Chattier Chatbot|url=https://www.forbes.com/sites/alexkonrad/2023/05/02/inflection-ai-ex-deepmind-launches-pi-chatbot/|date=May 2, 2023|website=Forbes}}</ref><ref>{{cite news|title=Co-founders of Google DeepMind and LinkedIn launch chatbot|url=https://www.ft.com/content/08b40743-16d8-4113-8258-147bf9dbce94|date=May 2, 2023|website=Financial Times}}</ref>
⚫
In March 2022, Suleyman co-founded a new AI lab venture with [[Reid Hoffman]], known as Inflection AI<ref>{{Cite web |last=Shead |first=Sam |title=Reid Hoffman has co-founded his first new company since LinkedIn sale |url=https://www.cnbc.com/2022/03/08/reid-hoffman-has-set-up-a-new-ai-company-with-deepminds-co-founder.html |access-date=2022-09-01 |website=CNBC |language=en}}</ref> which raised $225 million.<ref>{{Cite web |last=Shead |first=Sam |title=The co-founders of DeepMind and LinkedIn have raised $225 million for their A.I. lab |url=https://www.cnbc.com/2022/05/16/inflection-ai-linkedin-and-deepmind-co-founders-raise-225-million.html |access-date=2022-09-01 |website=CNBC |language=en}}</ref><ref>{{Cite web |last=Shead |first=Sam |title=Reid Hoffman has co-founded his first new company since LinkedIn sale |url=https://www.cnbc.com/2022/03/08/reid-hoffman-has-set-up-a-new-ai-company-with-deepminds-co-founder.html |access-date=2022-09-01 |website=CNBC |language=en}}</ref> The company was founded with the goal of leveraging "AI to help humans 'talk' to computers," and recruited former staff from companies such as [[Google]] and [[Meta Platforms|Meta]].<ref>{{Cite web |last=Shead |first=Sam |title=The co-founders of DeepMind and LinkedIn have raised $225 million for their A.I. lab |url=https://www.cnbc.com/2022/05/16/inflection-ai-linkedin-and-deepmind-co-founders-raise-225-million.html |access-date=2022-09-01 |website=CNBC |language=en}}</ref>


=== AI ethics ===
=== AI ethics ===

Revision as of 03:32, 22 June 2023

Mustafa Suleyman
CBE
Suleyman in 2018
NationalityBritish
EducationMansfield College, Oxford (dropped out)
OccupationEntrepreneur
Known forArtificial intelligence
Websitehttps://mustafa-suleyman.ai/

Mustafa Suleyman CBE (born August 1984) is a British artificial intelligence researcher and entrepreneur who is the co-founder and former head of applied AI at DeepMind,[1] an artificial intelligence company acquired by Google and now owned by Alphabet.[2] His current venture is Inflection AI.

Early life

Suleyman's father is a Syrian-born taxi driver and his mother is an English nurse.[3]

He grew up off Caledonian Road in the London Borough of Islington, where he lived with his parents and his two younger brothers.[4]

Suleyman went to Thornhill Primary School (a state school in Islington) followed by Queen Elizabeth's School, a boys' grammar school in Barnet.[4] Around that time, he met his DeepMind co-founder, Demis Hassabis, through his best friend, Demis's younger brother. Suleyman said that he and Hassabis would discuss how they could impact the world.[3]

Career

At 19, Suleyman dropped out of Mansfield College, Oxford[4] to help start the Muslim Youth Helpline with his university friend Mohammed Mamdani,[4] a telephone counselling service. The organization became one of the largest mental health support services of its kind in the UK.[clarification needed]

Suleyman subsequently worked as a policy officer on human rights for Ken Livingstone, the Mayor of London, before going on to start Reos Partners,[5] a ‘systemic change’ consultancy that uses methods from conflict resolution to navigate social problems. As a negotiator and facilitator, Mustafa worked for a wide range of clients such as the United Nations, the Dutch government, and the World Wide Fund for Nature.[6]

Suleyman co-founded DeepMind Technologies, a leading artificial intelligence (AI) company and became its chief product officer. DeepMind was bought by Google in 2014 and he became head of applied AI at DeepMind.[6]

DeepMind

Suleyman is one of the three co-founders of the artificial intelligence / machine learning company DeepMind Technologies, and started out as its chief product officer. The company quickly established itself as one of the leaders in the AI sector and was backed by Founders Fund,[7] Elon Musk and Scott Banister[8] amongst others.

In 2014 DeepMind was acquired by Google for a reported £400 million[9] — the company's largest acquisition in Europe at that time. Following the acquisition, Suleyman became head of applied AI at DeepMind, taking on responsibility for integrating the company's technology across a wide range of Google products.

In February 2016 Suleyman launched DeepMind Health[10] at the Royal Society of Medicine. DeepMind Health builds clinician-led technology for the NHS and other partners to improve frontline healthcare services.[11] Under Suleyman, DeepMind also developed research collaborations with healthcare organizations in the United Kingdom, including Moorfields Eye Hospital NHS Foundation Trust,[12]

In 2016, Suleyman led an effort to apply DeepMind's machine learning algorithms to help reduce the energy required to cool Google's data centres. The system evaluated the billions of possible combinations of actions that the data centre operators could take, and came up with recommendations based on the predicted power usage. The system discovered novel methods of cooling, leading to a reduction of up to 40% of the amount of energy used for cooling, and a 15% improvement in the buildings' overall energy efficiency.[13]

In August 2019, Bloomberg reported that Suleyman had been placed on administrative leave following controversy about him.[14] In 2021, the Wall Street Journal revealed that he had been placed on leave in 2019 following an investigation into employees' allegations of bullying as their manager.[15] The company hired an external lawyer to investigate the allegations before placing him on leave at the time, and shortly thereafter Suleyman left to take a VP role at parent company Google. An email circulated by DeepMind's leadership to staff after the story broke, as well as additional details published by Business Insider, said Suleyman's "management style fell short" of expected standards.[16][17]

In December 2019, Suleyman announced he would be leaving DeepMind to join Google, working in a policy role.[18]

Inflection AI

Suleyman left Google in January 2022 and joined Greylock Partners as a venture partner[19] and in March 2022, Suleyman co-founded Inflection AI, a new AI lab venture with Greylock's Reid Hoffman.[20] The company was founded with the goal of leveraging "AI to help humans 'talk' to computers," recruited former staff from companies such as Google and Meta[21] and raised $225 million in its first funding round.[22][23]

In 2023, Inflection AI launched a chatbot named “Pi” for Personal Intelligence. The bot “remembers” past conversations and seems to get to know its users over time.[24] According to Suleyman, the long-term goal for Pi is to be a digital “Chief of Staff”, with the initial design focused on maintaining conversational dialogue with users, asking questions, and offering emotional support.[25][26]

AI ethics

Suleyman is prominent in the debate over the ethics of AI[27] and has spoken widely about the need for companies, governments and civil society to join in holding technologists accountable for the impacts of their work.[28] He has advocated redesigning incentives in the technology industry to steer business leaders toward prioritising social responsibility alongside their fiduciary duties.[29] Within DeepMind he set up a research unit called DeepMind Ethics & Society to study the real-world impacts of AI and help technologists put ethics into practice.[30]

Suleyman is also a founding co-chair[31] of the Partnership on AI[32] – an organisation that includes representatives from companies such as Amazon, Apple, DeepMind, Facebook, Google, IBM, and Microsoft. The organisation studies and formulates best practices for AI technologies, advances the public's understanding of AI, and serves as an open platform for discussion and engagement about AI and how it affects people and society. Its board of directors has equal representation from non-profit and for profit entities.[33]

References

  1. ^ "Mustafa Suleyman is working to alleviate human suffering through AI". MIT Technology Review. Retrieved 2019-03-01.
  2. ^ Shu, Catherine (2014-01-27). "Google Acquires Artificial Intelligence Startup DeepMind For More Than $500M". TechCrunch. Retrieved 2019-03-01.
  3. ^ a b Rowan, David. "DeepMind: inside Google's super-brain". Retrieved 2018-02-15.
  4. ^ a b c d Shead, Sam. "Mustafa Suleyman: The liberal activist who cofounded Google's £400 million artificial intelligence lab". Business Insider. Retrieved 2019-03-01.
  5. ^ "About Us | DeepMind". DeepMind. Retrieved 2018-02-15.
  6. ^ a b "Mustafa Suleyman - Networks of evidence and expertise for public policy". www.csap.cam.ac.uk. Retrieved 2018-02-15.
  7. ^ "DeepMind buy heralds rise of the machines". Financial Times. 2014-01-27. Retrieved 2018-02-15.
  8. ^ "Deepmind Technologies". angel.co. Retrieved 2018-02-15.
  9. ^ Gibbs, Samuel (2014-01-27). "Google buys UK artificial intelligence startup Deepmind for £400m". the Guardian. Retrieved 2018-02-15.
  10. ^ "Welcome to DeepMind Health | DeepMind". DeepMind. Retrieved 2018-02-15.
  11. ^ "Google DeepMind's Streams technology branded 'phenomenal'". Digital Health. 2017-12-04. Retrieved 2018-02-15.
  12. ^ "AI on the NHS: how machine intelligence could save the eyesight of thousands". www.newstatesman.com. Retrieved 2018-02-15.
  13. ^ "DeepMind AI Reduces Google Data Centre Cooling Bill by 40% | DeepMind". DeepMind. Retrieved 2018-02-15.
  14. ^ Giles, Turner; Bergen, Mark (2019-08-21). "Google DeepMind Co-Founder Placed on Leave From AI Lab". Bloomberg.com. Retrieved 2022-06-02.
  15. ^ "Artificial Intelligence Will Define Google's Future. For Now, It's a Management Challenge". Wall Street Journal. 26 January 2021.
  16. ^ Coulter, Martin; Langley, Hugh. "Read the leaked email that Google's AI firm DeepMind sent to staff after the bombshell news that its cofounder faced a bullying investigation". Business Insider. Retrieved 2022-06-02.
  17. ^ "DeepMind's cofounder was placed on leave after employees complained about bullying and humiliation for years. Then Google made him a VP". Business Insider.
  18. ^ Murgia, Madhumita (2019-12-05). "DeepMind co-founder leaves for policy role at Google". Financial Times. Retrieved 2022-06-02.
  19. ^ Shead, Sam. "DeepMind co-founder plans to help U.S. VC firm Greylock penetrate Europe". CNBC. Retrieved 5 August 2022.
  20. ^ Shead, Sam. "Reid Hoffman has co-founded his first new company since LinkedIn sale". CNBC. Retrieved 2022-09-01.
  21. ^ Shead, Sam. "The co-founders of DeepMind and LinkedIn have raised $225 million for their A.I. lab". CNBC. Retrieved 2022-09-01.
  22. ^ Shead, Sam. "The co-founders of DeepMind and LinkedIn have raised $225 million for their A.I. lab". CNBC. Retrieved 2022-09-01.
  23. ^ Shead, Sam. "Reid Hoffman has co-founded his first new company since LinkedIn sale". CNBC. Retrieved 2022-09-01.
  24. ^ "DeepMind cofounder's new A.I. chatbot is a good listener. And that's about it. Is that enough?". Fortune. May 3, 2023.
  25. ^ "Inflection AI, Startup From Ex-DeepMind Leaders, Launches Pi — A Chattier Chatbot". Forbes. May 2, 2023.
  26. ^ "Co-founders of Google DeepMind and LinkedIn launch chatbot". Financial Times. May 2, 2023.
  27. ^ Suleyman, Mustafa. "DeepMind's Mustafa Suleyman: In 2018, AI will gain a moral compass". Retrieved 2018-02-15.
  28. ^ RSA. "RSA President's Lecture: The Technologist's Dilemma - RSA". www.thersa.org. Retrieved 2018-02-15.
  29. ^ "Harnessing technology to challenge inequality". Financial Times. 2017-11-21. Retrieved 2018-02-15.
  30. ^ Temperton, James. "DeepMind's new AI ethics unit is the company's next big move". Retrieved 2018-02-15.
  31. ^ "Introduction from the Founding Co-Chairs | Partnership on Artificial Intelligence to Benefit People and Society". Partnership on Artificial Intelligence to Benefit People and Society. Retrieved 2018-02-15.
  32. ^ "US tech giants unite to ensure AI is developed safely and ethically". Business Insider. Retrieved 2018-02-15.
  33. ^ "Board of Directors | Partnership on Artificial Intelligence to Benefit People and Society". Partnership on Artificial Intelligence to Benefit People and Society. Retrieved 2018-02-15.
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