Google DeepMind (English Wikipedia)

Markov, Igor L. (23 October 2024). "Reevaluating Google's Reinforcement Learning for IC Macro Placement". Communications of the ACM. 67 (11). Association for Computing Machinery: 60–71. arXiv:2306.09633. doi:10.1145/3676845. A 2021 paper in Nature by Mirhoseini, Goldie, et al. about the use of reinforcement learning (RL) in the physical design of silicon chips raised eyebrows, drew critical media coverage, and stirred up controversy due to poorly documented claims. ... This meta-analysis discusses the reproduction and evaluation of results in the Nature paper by Mirhoseini, Goldie, et al., as well as the validity of methods, results, and claims.
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adsabs.harvard.edu (Global: 14^th place; English: 9^th place)

ui.adsabs.harvard.edu

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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. Archived (PDF) from the original on 18 July 2018. Retrieved 29 August 2019.
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.
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angel.co (Global: low place; English: low place)

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arstechnica.com (Global: 473^rd place; English: 338^th place)

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arxiv.org (Global: 49^th place; English: 31^st place)

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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].
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].
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Markov, Igor L. (23 October 2024). "Reevaluating Google's Reinforcement Learning for IC Macro Placement". Communications of the ACM. 67 (11). Association for Computing Machinery: 60–71. arXiv:2306.09633. doi:10.1145/3676845. A 2021 paper in Nature by Mirhoseini, Goldie, et al. about the use of reinforcement learning (RL) in the physical design of silicon chips raised eyebrows, drew critical media coverage, and stirred up controversy due to poorly documented claims. ... This meta-analysis discusses the reproduction and evaluation of results in the Nature paper by Mirhoseini, Goldie, et al., as well as the validity of methods, results, and claims.
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axios.com (Global: 1,139^th place; English: 623^rd place)

Mills, Ina Fried, Madison (6 August 2026). "Google DeepMind CEO Demis Hassabis stepping into new role". Axios. Retrieved 7 August 2026.{{cite web}}: CS1 maint: multiple names: authors list (link)

bbc.co.uk (Global: 11^th place; English: 10^th place)

Briggs, Helen (30 November 2020). "One of biology's biggest mysteries 'largely solved' by AI". BBC News. Archived from the original on 30 November 2020. Retrieved 30 November 2020.
Baraniuk, Chris (31 August 2016). "Google DeepMind targets NHS head and neck cancer treatment". BBC. Archived from the original on 4 September 2016. Retrieved 5 September 2016.

bbc.com (Global: 26^th place; English: 23^rd place)

"Google achieves AI 'breakthrough' by beating Go champion". BBC News. 27 January 2016. Archived from the original on 2 December 2021. Retrieved 21 June 2018.
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blog.google (Global: 4,904^th place; English: 4,208^th place)

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bloomberg.com (Global: 118^th place; English: 85^th place)

Kahn, Jeremy (11 December 2017). "DeepMind Has Simple Tests That Might Prevent Elon Musk's AI Apocalypse". Bloomberg.com. Archived from the original on 8 January 2018. Retrieved 8 January 2018.

bmj.com (Global: 1,341^st place; English: 1,425^th place)

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business-standard.com (Global: 589^th place; English: 300^th place)

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businessinsider.com (Global: 201^st place; English: 139^th place)

Shead, Sam. "How DeepMind convinced billionaire Peter Thiel to invest without moving the company to Silicon Valley". Business Insider. Archived from the original on 1 March 2020. Retrieved 1 March 2020.
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cam.ac.uk (Global: 569^th place; English: 354^th place)

cl.cam.ac.uk

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cbsnews.com (Global: 136^th place; English: 93^rd place)

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cloud.google.com (Global: low place; English: 8,446^th place)

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cnbc.com (Global: 303^rd place; English: 191^st place)

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company-information.service.gov.uk (Global: 1,947^th place; English: 1,052^nd place)

find-and-update.company-information.service.gov.uk

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computerweekly.com (Global: 9,143^rd place; English: 5,845^th place)

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deepmind.com (Global: low place; English: low place)

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doi.org (Global: 2^nd place; English: 2^nd place)

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.
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economist.com (Global: 331^st place; English: 272^nd place)

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engadget.com (Global: 613^th place; English: 442^nd place)

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extremetech.com (Global: 6,470^th place; English: 4,882^nd place)

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fastcompany.com (Global: 1,399^th place; English: 772^nd place)

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forbes.com (Global: 71^st place; English: 54^th place)

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fortune.com (Global: 647^th place; English: 421^st place)

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ft.com (Global: 193^rd place; English: 127^th place)

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ghostarchive.org (Global: 64^th place; English: 28^th place)

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google.dev (Global: low place; English: low place)

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ico.org.uk (Global: low place; English: low place)

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imdb.com (Global: 22^nd place; English: 33^rd place)

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independent.co.uk (Global: 46^th place; English: 29^th place)

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wired.com (Global: 254^th place; English: 178^th place)

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worldcat.org (Global: 4^th place; English: 4^th place)

search.worldcat.org

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wsj.com (Global: 94^th place; English: 66^th place)

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youtube.com (Global: 13^th place; English: 14^th place)

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Google DeepMind (English Wikipedia)

404media.co (Global: low place; English: 7,587th place)

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angel.co (Global: low place; English: low place)

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newscientist.com (Global: 1,041st place; English: 901st place)

nih.gov (Global: 5th place; English: 5th place)

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nytimes.com (Global: 7th place; English: 7th place)

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pcmag.com (Global: 1,442nd place; English: 915th place)

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popularmechanics.com (Global: 2,521st place; English: 1,621st place)

quantamagazine.org (Global: 6,258th place; English: 4,046th place)

qz.com (Global: 1,740th place; English: 1,127th place)

recode.net (Global: 8,418th place; English: 5,195th place)

reuters.com (Global: 38th place; English: 30th place)

sdtimes.com (Global: low place; English: low place)

semanticscholar.org (Global: 15th place; English: 8th place)

404media.co (Global: low place; English: 7,587^th place)

acm.org (Global: 1,200^th place; English: 821^st place)

adsabs.harvard.edu (Global: 14^th place; English: 9^th place)

arstechnica.com (Global: 473^rd place; English: 338^th place)

arxiv.org (Global: 49^th place; English: 31^st place)

axios.com (Global: 1,139^th place; English: 623^rd place)

bbc.co.uk (Global: 11^th place; English: 10^th place)

bbc.com (Global: 26^th place; English: 23^rd place)

blog.google (Global: 4,904^th place; English: 4,208^th place)

bloomberg.com (Global: 118^th place; English: 85^th place)

bmj.com (Global: 1,341^st place; English: 1,425^th place)

business-standard.com (Global: 589^th place; English: 300^th place)

businessinsider.com (Global: 201^st place; English: 139^th place)

cam.ac.uk (Global: 569^th place; English: 354^th place)

cbsnews.com (Global: 136^th place; English: 93^rd place)

cloud.google.com (Global: low place; English: 8,446^th place)

cnbc.com (Global: 303^rd place; English: 191^st place)

company-information.service.gov.uk (Global: 1,947^th place; English: 1,052^nd place)

computerweekly.com (Global: 9,143^rd place; English: 5,845^th place)

doi.org (Global: 2^nd place; English: 2^nd place)

economist.com (Global: 331^st place; English: 272^nd place)

engadget.com (Global: 613^th place; English: 442^nd place)

extremetech.com (Global: 6,470^th place; English: 4,882^nd place)

fastcompany.com (Global: 1,399^th place; English: 772^nd place)

forbes.com (Global: 71^st place; English: 54^th place)

fortune.com (Global: 647^th place; English: 421^st place)

ft.com (Global: 193^rd place; English: 127^th place)

ghostarchive.org (Global: 64^th place; English: 28^th place)

googleblog.com (Global: 3,285^th place; English: 3,286^th place)

googleusercontent.com (Global: 144^th place; English: 3,076^th place)

imdb.com (Global: 22^nd place; English: 33^rd place)

independent.co.uk (Global: 46^th place; English: 29^th place)

lemonde.fr (Global: 60^th place; English: 343^rd place)

medium.com (Global: 651^st place; English: 479^th place)

nature.com (Global: 207^th place; English: 347^th place)

newatlas.com (Global: 5,974^th place; English: 3,758^th place)

news18.com (Global: 361^st place; English: 180^th place)

newscientist.com (Global: 1,041^st place; English: 901^st place)

nih.gov (Global: 5^th place; English: 5^th place)

nobelprize.org (Global: 265^th place; English: 450^th place)

nytimes.com (Global: 7^th place; English: 7^th place)

ox.ac.uk (Global: 541^st place; English: 356^th place)

pcmag.com (Global: 1,442^nd place; English: 915^th place)

popularmechanics.com (Global: 2,521^st place; English: 1,621^st place)

quantamagazine.org (Global: 6,258^th place; English: 4,046^th place)

qz.com (Global: 1,740^th place; English: 1,127^th place)

recode.net (Global: 8,418^th place; English: 5,195^th place)

reuters.com (Global: 38^th place; English: 30^th place)

semanticscholar.org (Global: 15^th place; English: 8^th place)

siliconangle.com (Global: low place; English: 9,409^th place)

sina.com.cn (Global: 149^th place; English: 384^th place)

sky.com (Global: 566^th place; English: 355^th place)

storage.googleapis.com (Global: 4,648^th place; English: 2,969^th place)

techcrunch.com (Global: 317^th place; English: 224^th place)

technologyreview.com (Global: 2,515^th place; English: 1,716^th place)

telegraph.co.uk (Global: 40^th place; English: 27^th place)

theguardian.com (Global: 16^th place; English: 11^th place)

thehindu.com (Global: 72^nd place; English: 37^th place)

theinformation.com (Global: low place; English: 6,530^th place)

theregister.com (Global: 2,921^st place; English: 1,825^th place)

theverge.com (Global: 208^th place; English: 158^th place)

tomsguide.com (Global: 5,283^rd place; English: 3,609^th place)

tomshardware.com (Global: 3,042^nd place; English: 1,982^nd place)

ucl.ac.uk (Global: 1,187^th place; English: 756^th place)

venturebeat.com (Global: 831^st place; English: 553^rd place)

web.archive.org (Global: 1^st place; English: 1^st place)

wired.co.uk (Global: 3,046^th place; English: 2,125^th place)

wired.com (Global: 254^th place; English: 178^th place)

worldcat.org (Global: 4^th place; English: 4^th place)

wsj.com (Global: 94^th place; English: 66^th place)

youtube.com (Global: 13^th place; English: 14^th place)