This sounds really important to me. if anyone has news/views rsvp chris.macrae@yahoo.co.uk
in wikipedia of deepmind i read Royal Free NHS Trust signed their initial Information Sharing Agreement (ISA) to co-develop a clinical task management app, Streams. Can you tell me whether this ai partnership has progressed. In Britain working with national health service data can be very important? Lomas, Natasha. "Documents detail DeepMind's plan to apply AI to NHS data in 2015". TechCrunch. Retrieved 26 September 2017.
The Streams app has been shown to be effective in improving the quality of care for patients. A study published in the journal Nature found that the app reduced the number of patients who developed complications by 30%.
The partnership between DeepMind and the Royal Free NHS Trust has been controversial. Some people have raised concerns about the privacy of patient data, and others have argued that the app is not effective. However, the app has been praised by many doctors and nurses, and it is seen as a potential way to improve the quality of care for patients.
In 2018, the Information Commissioner's Office (ICO) found that DeepMind had not fully complied with data protection regulations when it was developing the Streams app. The ICO ordered DeepMind to delete some patient data and to make changes to the way it collects and uses patient data.
DeepMind has since made changes to the way it collects and uses patient data. The company has also published a number of papers on the privacy and security of its AI systems.
The partnership between DeepMind and the Royal Free NHS Trust is an important example of how AI can be used to improve the quality of care for patients. The app has been shown to be effective in reducing the number of patients who develop complications, and it is seen as a potential way to improve the quality of care for patients.
The partnership has also been controversial, but DeepMind has taken steps to address the concerns that have been raised. The company has published a number of papers on the privacy and security of its AI systems, and it has made changes to the way it collects and uses patient data.
The future of the partnership between DeepMind and the Royal Free NHS Trust is uncertain. However, the app has the potential to make a significant impact on the quality of care for patients, and it is likely that the partnership will continue to evolve in the years to come.
more from wikipedia
DeepMind Health[edit]
In July 2016, a collaboration between DeepMind and Moorfields Eye Hospital was announced to develop AI applications for healthcare.[105] DeepMind would be applied to the analysis of anonymised eye scans, searching for early signs of diseases leading to blindness.
In August 2016, a research programme with University College London Hospital was announced with the aim of developing an algorithm that can automatically differentiate between healthy and cancerous tissues in head and neck areas.[106]
There are also projects with the Royal Free London NHS Foundation Trust and Imperial College Healthcare NHS Trust to develop new clinical mobile apps linked to electronic patient records.[107] Staff at the Royal Free Hospital were reported as saying in December 2017 that access to patient data through the app had saved a ‘huge amount of time’ and made a ‘phenomenal’ difference to the management of patients with acute kidney injury. Test result data is sent to staff's mobile phones and alerts them to changes in the patient's condition. It also enables staff to see if someone else has responded, and to show patients their results in visual form.[108][unreliable source?]
In November 2017, DeepMind announced a research partnership with the Cancer Research UK Centre at Imperial College London with the goal of improving breast cancer detection by applying machine learning to mammography.[109] Additionally, in February 2018, DeepMind announced it was working with the U.S. Department of Veterans Affairs in an attempt to use machine learning to predict the onset of acute kidney injury in patients, and also more broadly the general deterioration of patients during a hospital stay so that doctors and nurses can more quickly treat patients in need.[110]
DeepMind developed an app called Streams, which sends alerts to doctors about patients at risk of acute kidney injury.[111] On 13 November 2018, DeepMind announced that its health division and the Streams app would be absorbed into Google Health.[112] Privacy advocates said the announcement betrayed patient trust and appeared to contradict previous statements by DeepMind that patient data would not be connected to Google accounts or services.[113][114] A spokesman for DeepMind said that patient data would still be kept separate from Google services or projects.[115]
NHS data-sharing controversy[edit]
In April 2016, New Scientist obtained a copy of a data sharing agreement between DeepMind and the Royal Free London NHS Foundation Trust. The latter operates three London hospitals where an estimated 1.6 million patients are treated annually. The agreement shows DeepMind Health had access to admissions, discharge and transfer data, accident and emergency, pathology and radiology, and critical care at these hospitals. This included personal details such as whether patients had been diagnosed with HIV, suffered from depression or had ever undergone an abortion in order to conduct research to seek better outcomes in various health conditions.[116][117]
A complaint was filed to the Information Commissioner's Office (ICO), arguing that the data should be pseudonymised and encrypted.[118] In May 2016, New Scientist published a further article claiming that the project had failed to secure approval from the Confidentiality Advisory Group of the Medicines and Healthcare products Regulatory Agency.[119]
In 2017, the ICO concluded a year-long investigation that focused on how the Royal Free NHS Foundation Trust tested the app, Streams, in late 2015 and 2016.[120] The ICO found that the Royal Free failed to comply with the Data Protection Act when it provided patient details to DeepMind, and found several shortcomings in how the data was handled, including that patients were not adequately informed that their data would be used as part of the test. DeepMind published its thoughts[121] on the investigation in July 2017, saying “we need to do better” and highlighting several activities and initiatives they had initiated for transparency, oversight and engagement. This included developing a patient and public involvement strategy[122] and being transparent in its partnerships.
References[edit]
- ^ "DeepMind Technologies Limited – Overview (free company information from Companies House)". Companies House. Retrieved 13 March 2016.
- ^ "King's Cross - S2 Building - SES Engineering Services". www.ses-ltd.co.uk. Retrieved 14 July 2022.
- ^ "DEEPMIND TECHNOLOGIES LIMITED overview - Find and update company information - GOV.UK". Companies House. Retrieved 22 July 2023.
- ^ Bray, Chad (27 January 2014). "Google Acquires British Artificial Intelligence Developer". DealBook. Retrieved 4 November 2019.
- ^ "About Us | DeepMind". DeepMind.
- ^ "A return to Paris | DeepMind". DeepMind.
- ^ ab "The Last AI Breakthrough DeepMind Made Before Google Bought It". The Physics arXiv Blog. 29 January 2014. Retrieved 12 October 2014.
- ^ Graves, Alex; Wayne, Greg; Danihelka, Ivo (2014). "Neural Turing Machines". arXiv:1410.5401 [cs.NE].
- ^ Best of 2014: Google's Secretive DeepMind Startup Unveils a "Neural Turing Machine" Archived 4 December 2015 at the Wayback Machine, MIT Technology Review
- ^ Graves, Alex; Wayne, Greg; Reynolds, Malcolm; Harley, Tim; Danihelka, Ivo; Grabska-BarwiÅska, Agnieszka; Colmenarejo, Sergio GĆ³mez; Grefenstette, Edward; Ramalho, Tiago (12 October 2016). "Hybrid computing using a neural network with dynamic external memory". Nature. 538 (7626): 471–476. Bibcode:2016Natur.538..471G. doi:10.1038/nature20101. ISSN 1476-4687. PMID 27732574. S2CID 205251479.
- ^ Kohs, Greg (29 September 2017), AlphaGo, Ioannis Antonoglou, Lucas Baker, Nick Bostrom, retrieved 9 January 2018
- ^ 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].
- ^ Callaway, Ewen (30 November 2020). "'It will change everything': DeepMind's AI makes gigantic leap in solving protein structures". Nature. Retrieved 31 August 2021.
- ^ ab Geddes, Linda (28 July 2022). "DeepMind uncovers structure of 200m proteins in scientific leap forward". The Guardian.
- ^ ab "AlphaFold reveals the structure of the protein universe". DeepMind. 28 July 2022.
- ^ "Tackling multiple tasks with a single visual language model". www.deepmind.com. Retrieved 29 April 2022.
- ^ Alayrac, Jean-Baptiste (2022). "Flamingo: a Visual Language Model for Few-Shot Learning" (PDF). arXiv:2204.14198.
- ^ "Deepmind AI Researchers Introduce 'DeepNash', An Autonomous Agent Trained With Model-Free Multiagent Reinforcement Learning That Learns To Play The Game Of Stratego At Expert Level". MarkTechPost. 9 July 2022.
- ^ "Google Buys U.K. Artificial Intelligence Company DeepMind". Bloomberg. 27 January 2014. Archived from the original on 13 November 2014. Retrieved 13 November 2014.
- ^ "Google makes £400m move in quest for artificial intelligence". Financial Times. 27 January 2014. Retrieved 13 November 2014.
- ^ "Demis Hassabis: 15 facts about the DeepMind Technologies founder". The Guardian. Retrieved 12 October 2014.
- ^ Marr, Bernard. "How Google's Amazing AI Start-Up 'DeepMind' Is Making Our World A Smarter Place". Forbes. Retrieved 30 June 2018.
- ^ Cookson, Robert (27 January 2014). "DeepMind buy heralds rise of the machines". Financial Times. Retrieved 14 October 2014.
- ^ "DeepMind Technologies Investors". Retrieved 12 October 2014.
- ^ Shead, Sam. "How DeepMind convinced billionaire Peter Thiel to invest without moving the company to Silicon Valley". Business Insider.
- ^ Cuthbertson, Anthony (4 August 2014). "Elon Musk: Artificial Intelligence 'Potentially More Dangerous Than Nukes'". International Business Times UK.
- ^ "Recode.net – DeepMind Technologies Acquisition". 26 January 2014. Retrieved 27 January 2014.
- ^ "Google to buy artificial intelligence company DeepMind". Reuters. 26 January 2014. Retrieved 12 October 2014.
- ^ "Google Acquires UK AI startup Deepmind". The Guardian. Retrieved 27 January 2014.
- ^ "Report of Acquisition, TechCrunch". TechCrunch. Retrieved 27 January 2014.
- ^ Oreskovic, Alexei (27 January 2014). "Reuters Report". Reuters. Retrieved 27 January 2014.
- ^ "Google Acquires Artificial Intelligence Start-Up DeepMind". The Verge. Retrieved 27 January 2014.
- ^ "Google acquires AI pioneer DeepMind Technologies". Ars Technica. 27 January 2014. Retrieved 27 January 2014.
- ^ "Google beats Facebook for Acquisition of DeepMind Technologies". Retrieved 27 January 2014.
- ^ ab Mnih, Volodymyr; Kavukcuoglu, Koray; Silver, David (26 February 2015). "Human-level control through deep reinforcement learning". Nature. 518 (7540): 529–33. Bibcode:2015Natur.518..529M. doi:10.1038/nature14236. PMID 25719670. S2CID 205242740.
- ^ "Hall of Fame Awards: To celebrate the success of companies founded by Computer Laboratory graduates". University of Cambridge. Retrieved 12 October 2014.
- ^ Lomas, Natasha. "Documents detail DeepMind's plan to apply AI to NHS data in 2015". TechCrunch. Retrieved 26 September 2017.
- ^ "Inside Google's Mysterious Ethics Board". Forbes. 3 February 2014. Retrieved 12 October 2014.
- ^ Ramesh, Randeep (4 May 2016). "Google's DeepMind shouldn't suck up our NHS records in secret". The Guardian. Archived from the original on 13 October 2016. Retrieved 19 October 2016.
- ^ Hern, Alex (4 October 2017). "DeepMind announces ethics group to focus on problems of AI". The Guardian – via www.theguardian.com.
- ^ "DeepMind has launched a new 'ethics and society' research team". Business Insider. Retrieved 25 October 2017.
- ^ "DeepMind launches new research team to investigate AI ethics". The Verge. Retrieved 25 October 2017.
- ^ Madhumita Murgia, "DeepMind co-founder leaves for policy role at Google", Financial Times, 5 December 2019
- ^ Roth, Emma; Peters, Jay (20 April 2023). "Google's big AI push will combine Brain and DeepMind into one team". The Verge. Archived from the original on 20 April 2023. Retrieved 21 April 2023.
- ^ "DeepMind Technologies Website". DeepMind Technologies. Retrieved 11 October 2014.
- ^ Amodei, Dario; Olah, Chris; Steinhardt, Jacob; Christiano, Paul; Schulman, John; ManƩ, Dan (21 June 2016). "Concrete Problems in AI Safety". arXiv:1606.06565 [cs.AI].
- ^ "Publications". DeepMind. Retrieved 11 September 2016.
- ^ "DeepMind Has Simple Tests That Might Prevent Elon Musk's AI Apocalypse". Bloomberg.com. 11 December 2017. Retrieved 8 January 2018.
- ^ "Alphabet's DeepMind Is Using Games to Discover If Artificial Intelligence Can Break Free and Kill Us All". Fortune. Retrieved 8 January 2018.
- ^ "DeepMind AI’s new trick is playing ‘Quake III Arena’ like a human". Engadget. 3 July 2018.
- ^ Shead, Sam (5 June 2020). "Why the buzz around DeepMind is dissipating as it transitions from games to science". CNBC. Retrieved 12 June 2020.
- ^ ab Mnih, Volodymyr; Kavukcuoglu, Koray; Silver, David; Graves, Alex; Antonoglou, Ioannis; Wierstra, Daan; Riedmiller, Martin (12 December 2013). "Playing Atari with Deep Reinforcement Learning". arXiv:1312.5602 [cs.LG].
- ^ ab c Deepmind artificial intelligence @ FDOT14. 19 April 2014.
- ^ "A look back at some of AI's biggest video game wins in 2018". VentureBeat. 29 December 2018. Retrieved 19 April 2019.
- ^ Mnih, Volodymyr; Kavukcuoglu, Koray; Silver, David; Graves, Alex; Antonoglou, Ioannis; Wierstra, Daan; Riedmiller, Martin (19 December 2013). "Playing Atari with Deep Reinforcement Learning". arXiv:1312.5602 [cs.LG].
- ^ AdriĆ PuigdomĆØnech Badia; Piot, Bilal; Kapturowski, Steven; Sprechmann, Pablo; Vitvitskyi, Alex; Guo, Daniel; Blundell, Charles (30 March 2020). "Agent57: Outperforming the Atari Human Benchmark". arXiv:2003.13350 [cs.LG].
- ^ "Agent57: Outperforming the Atari Human Benchmark". DeepMind. 31 March 2020. Retrieved 25 May 2020.
- ^ Linder, Courtney (2 April 2020). "This AI Can Beat Humans At All 57 Atari Games". Popular Mechanics. Retrieved 9 June 2020.
- ^ Huang, Shih-Chieh; MĆ¼ller, Martin (12 July 2014). Investigating the Limits of Monte-Carlo Tree Search Methods in Computer Go. Lecture Notes in Computer Science. Vol. 8427. Springer. pp. 39–48. CiteSeerX 10.1.1.500.1701. doi:10.1007/978-3-319-09165-5_4. ISBN 978-3-319-09164-8.
- ^ ab c "Google achieves AI 'breakthrough' by beating Go champion". BBC News. 27 January 2016.
- ^ "PremiĆØre dĆ©faite d'un professionnel du go contre une intelligence artificielle". Le Monde (in French). 27 January 2016.
- ^ ab "Research Blog: AlphaGo: Mastering the ancient game of Go with Machine Learning". Google Research Blog. 27 January 2016.
- ^ "World's Go Player Ratings". May 2017.
- ^ "ęÆę“čæ19å²ēę„ éčøäŗŗē±»äøēęåē¬¬äøå·²äø¤å¹“" (in Chinese). May 2017.
- ^ "The latest AI can work things out without being taught". The Economist. Retrieved 19 October 2017.
- ^ Cellan-Jones, Rory (18 October 2017). "Google DeepMind: AI becomes more alien". BBC News. Retrieved 3 December 2017.
- ^ "MuZero: Mastering Go, chess, shogi and Atari without rules". www.deepmind.com. Retrieved 29 April 2022.
- ^ Schrittwieser, Julian; Antonoglou, Ioannis; Hubert, Thomas; Simonyan, Karen; Sifre, Laurent; Schmitt, Simon; Guez, Arthur; Lockhart, Edward; Hassabis, Demis; Graepel, Thore; Lillicrap, Timothy (23 December 2020). "Mastering Atari, Go, chess and shogi by planning with a learned model". Nature. 588 (7839): 604–609. arXiv:1911.08265. Bibcode:2020Natur.588..604S. doi:10.1038/s41586-020-03051-4. ISSN 0028-0836. PMID 33361790. S2CID 208158225.
- ^ "MuZero's first step from research into the real world". www.deepmind.com. Retrieved 29 April 2022.
- ^ Mandhane, Amol; Zhernov, Anton; Rauh, Maribeth; Gu, Chenjie; Wang, Miaosen; Xue, Flora; Shang, Wendy; Pang, Derek; Claus, Rene; Chiang, Ching-Han; Chen, Cheng (14 February 2022). "MuZero with Self-competition for Rate Control in VP9 Video Compression". arXiv:2202.06626 [eess.IV].
- ^ ab Hutson, Matthew (5 October 2022). "DeepMind AI invents faster algorithms to solve tough maths puzzles". Nature. doi:10.1038/d41586-022-03166-w. PMID 36198824. S2CID 252737506.
- ^ ab Heaven, Will Douglas (5 October 2022). "DeepMind's game-playing AI has beaten a 50-year-old record in computer science". MIT Technology Review.
- ^ "AI Reveals New Possibilities in Matrix Multiplication". Quanta Magazine. November 2022. Retrieved 26 November 2022.
- ^ ab Silver, David; Schrittwieser, Julian; Simonyan, Karen; Antonoglou, Ioannis; Huang, Aja; Guez, Arthur; Hubert, Thomas; Baker, Lucas; Lai, Matthew; Bolton, Adrian; Chen, Yutian; Lillicrap, Timothy; Fan, Hui; Sifre, Laurent; Driessche, George van den; Graepel, Thore; Hassabis, Demis (19 October 2017). "Mastering the game of Go without human knowledge" (PDF). Nature. 550 (7676): 354–359. Bibcode:2017Natur.550..354S. doi:10.1038/nature24270. ISSN 0028-0836. PMID 29052630. S2CID 205261034.
- ^ Knight, Will. "The world's smartest game-playing AI—DeepMind's AlphaGo—just got way smarter". MIT Technology Review. Retrieved 19 October 2017.
- ^ Vincent, James (18 October 2017). "DeepMind's Go-playing AI doesn't need human help to beat us anymore". The Verge. Retrieved 19 October 2017.
- ^ Sample, Ian (2 December 2018). "Google's DeepMind predicts 3D shapes of proteins". The Guardian. Retrieved 3 December 2018.
- ^ Briggs, Helen (30 November 2020). "One of biology's biggest mysteries 'largely solved' by AI". BBC News. Retrieved 30 November 2020.
- ^ "AlphaFold: a solution to a 50-year-old grand challenge in biology". DeepMind. 30 November 2020. Retrieved 30 November 2020.
- ^ Shead, Sam (30 November 2020). "DeepMind solves 50-year-old 'grand challenge' with protein folding A.I." cnbc.com. Retrieved 30 November 2020.
- ^ Callaway, Ewen (2022). "What's next for AlphaFold and the AI protein-folding revolution". Nature. 604 (7905): 234–238. Bibcode:2022Natur.604..234C. doi:10.1038/d41586-022-00997-5. PMID 35418629. S2CID 248156195.
- ^ "Here's Why Google's Assistant Sounds More Realistic Than Ever Before". Fortune. 5 October 2017. Retrieved 20 January 2018.
- ^ Gershgorn, Dave. "Google's voice-generating AI is now indistinguishable from humans". Quartz. Retrieved 20 January 2018.
- ^ ab Novet, Jordan (31 March 2018). "Google is finding ways to make money from Alphabet's DeepMind A.I. technology". CNBC. Retrieved 3 April 2018.
- ^ "Introducing Cloud Text-to-Speech powered by DeepMind WaveNet technology". Google Cloud Platform Blog. Retrieved 5 April 2018.
- ^ "Efficient Neural Audio Synthesis". Deepmind. Retrieved 1 April 2020.
- ^ "Using WaveNet technology to reunite speech-impaired users with their original voices". Deepmind. Retrieved 1 April 2020.
- ^ Stimberg, Florian; Narest, Alex; Bazzica, Alessio; Kolmodin, Lennart; Barrera Gonzalez, Pablo; Sharonova, Olga; Lundin, Henrik; Walters, Thomas C. (1 November 2020). "WaveNetEQ — Packet Loss Concealment with WaveRNN". 2020 54th Asilomar Conference on Signals, Systems, and Computers. IEEE. pp. 672–676. doi:10.1109/ieeeconf51394.2020.9443419. ISBN 978-0-7381-3126-9.
- ^ "Improving Audio Quality in Duo with WaveNetEQ". Google AI Blog. April 2020. Retrieved 1 April 2020.
- ^ "DeepMind founder Demis Hassabis on how AI will shape the future". The Verge. 10 March 2016.
- ^ "DeepMind AI Challenges Pro StarCraft II Players, Wins Almost Every Match". Extreme Tech. 24 January 2019. Retrieved 24 January 2019.
- ^ Amadeo, Ron (11 July 2019). "DeepMind AI is secretly lurking on the public StarCraft II 1v1 ladder". Ars Technica. Retrieved 18 September 2019.
- ^ "I played against AlphaStar/Deepmind". reddit. 23 July 2019. Retrieved 27 July 2019.
- ^ "AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning". DeepMind Blog. 31 October 2019. Retrieved 31 October 2019.
- ^ Vincent, James (2 February 2022). "DeepMind says its new AI coding engine is as good as an average human programmer". The Verge. Archived from the original on 2 February 2022. Retrieved 3 February 2022.
- ^ "DeepMind AI Reduces Google Data Centre Cooling Bill by 40%". DeepMind Blog. 20 July 2016.
- ^ "DeepMind, meet Android | DeepMind". DeepMind Blog. 8 May 2018.
- ^ "Advancing sports analytics through AI research". www.deepmind.com. Retrieved 29 April 2022.
- ^ Tuyls, Karl; Omidshafiei, Shayegan; Muller, Paul; Wang, Zhe; Connor, Jerome; Hennes, Daniel; Graham, Ian; Spearman, William; Waskett, Tim; Steel, Dafydd; Luc, Pauline (6 May 2021). "Game Plan: What AI can do for Football, and What Football can do for AI". Journal of Artificial Intelligence Research. 71: 41–88. doi:10.1613/jair.1.12505. ISSN 1076-9757. S2CID 227013043.
- ^ "Restoring ancient text using deep learning: a case study on Greek epigraphy". www.deepmind.com. Retrieved 29 April 2022.
- ^ "Predicting the past with Ithaca". www.deepmind.com. Retrieved 29 April 2022.
- ^ Gupta, Khushboo (28 September 2022). "Deepmind Introduces 'Sparrow,' An Artificial Intelligence-Powered Chatbot Developed To Build Safer Machine Learning Systems". Retrieved 8 May 2023.
- ^ "What Is Chinchilla AI: Chatbot Language Model Rival By Deepmind To GPT-3 - Dataconomy". 12 January 2023. Retrieved 8 May 2023.
- ^ Baraniuk, Chris (6 July 2016). "Google's DeepMind to peek at NHS eye scans for disease analysis". BBC. Retrieved 6 July 2016.
- ^ Baraniuk, Chris (31 August 2016). "Google DeepMind targets NHS head and neck cancer treatment". BBC. Retrieved 5 September 2016.
- ^ "DeepMind announces second NHS partnership". IT Pro. 23 December 2016. Retrieved 23 December 2016.
- ^ "Google DeepMind's Streams technology branded 'phenomenal'". Digital Health. 4 December 2017. Retrieved 23 December 2017.
- ^ "Google DeepMind announces new research partnership to fight breast cancer with AI". Silicon Angle. 24 November 2017.
- ^ "Google's DeepMind wants AI to spot kidney injuries". Venture Beat. 22 February 2018.
- ^ Evenstad, Lis (15 June 2018). "DeepMind Health must be transparent to gain public trust, review finds". ComputerWeekly.com. Retrieved 14 November 2018.
- ^ Vincent, James (13 November 2018). "Google is absorbing DeepMind's health care unit to create an 'AI assistant for nurses and doctors'". The Verge. Retrieved 14 November 2018.
- ^ Hern, Alex (14 November 2018). "Google 'betrays patient trust' with DeepMind Health move". The Guardian. Retrieved 14 November 2018.
- ^ Stokel-Walker, Chris (14 November 2018). "Why Google consuming DeepMind Health is scaring privacy experts". Wired. Retrieved 15 November 2018.
- ^ Murphy, Margi (14 November 2018). "DeepMind boss defends controversial Google health deal". The Telegraph. Archived from the original on 12 January 2022. Retrieved 14 November 2018.
- ^ Hodson, Hal (29 April 2016). "Revealed: Google AI has access to huge haul of NHS patient data". New Scientist.
- ^ "Leader: If Google has nothing to hide about NHS data, why so secretive?". New Scientist. 4 May 2016.
- ^ Donnelly, Caroline (12 May 2016). "ICO probes Google DeepMind patient data-sharing deal with NHS Hospital Trust". Computer Weekly.
- ^ Hodson, Hal (25 May 2016). "Did Google's NHS patient data deal need ethical approval?". New Scientist. Retrieved 28 May 2016.
- ^ "Royal Free - Google DeepMind trial failed to comply with data protection law". ico.org.uk. 17 August 2017. Archived from the original on 16 June 2018. Retrieved 15 February 2018.
- ^ "The Information Commissioner, the Royal Free, and what we've learned | DeepMind". DeepMind. Retrieved 15 February 2018.
- ^ "For Patients | DeepMind". DeepMind. Retrieved 15 February 2018.
- ^ Martin, Alexander J (15 May 2017). "Google received 1.6 million NHS patients' data on an 'inappropriate legal basis'". Sky News. Retrieved 16 May 2017.
- ^ Hern, Alex (3 July 2017). "Royal Free breached UK data law in 1.6m patient deal with Google's DeepMind". The Guardian.
- ^ "Why we launched DeepMind Ethics & Society". DeepMind Blog. Retrieved 25 March 2018.
- ^ Temperton, James. "DeepMind's new AI ethics unit is the company's next big move". Wired (UK). Retrieved 3 December 2017.
- ^ Hern, Alex (4 October 2017). "DeepMind announces ethics group to focus on problems of AI". The Guardian. Retrieved 8 December 2017.
- ^ Hern, Alex (4 October 2017). "DeepMind announces ethics group to focus on problems of AI". The Guardian. Retrieved 12 June 2020.
- ^ "Cambridge appoints first DeepMind Professor of Machine Learning". University of Cambridge. 18 September 2019.
- ^ "DeepMind funds new post at Oxford University – the DeepMind Professorship of Artificial Intelligence". Department of Computer Science.
- ^ "DeepMind renews its commitment to UCL". University College London. 29 March 2021.
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