ar intelligence index 2019 annual report 2019 Raymond Perrault Yoav Shoham Erik Brynjolfsson MIT Jack Clark OpenAI John Etchemendy Barbara Grosz Terah Lyons Partnership On AI James Manyika Juan Carlos Niebles Saurabh Mishra 1 2019 4 5 9 第一章 12 第二章 37 第三章 47 第四章 71 第五章 106 第六章 第七章 第八章 第九章 127 136 议题 146 AI 156 182 2 2019 Raymond Perrault, Yoav Shoham, Erik Brynjolfsson, Jack Clark, John Etchemendy, Barbara Grosz, Terah Lyons, James Manyika, Saurabh Mishra, and Juan Carlos Niebles,“The AI Index 2019 Annual Report”, AI Index Steering Committee, Human-Centered AI Institute, Stanford University, Stanford, CA, December 2019. (c) 2019 by Stanford University, “The AI Index 2019 Annual Report” is made available under a Creative Commons Attribution- NoDerivatives 4.0 License (International) https://creativecommons.org/licenses/by-nd/4.0/legalcode (HAI) (AI100) AI-Index-Report@stanford.edu. [目录] 3 2019 2019 盟 AI 吉 盟 的 盟 盟 研 AI 封 研 1. 研 2019 研 练 研 盟 务 2018 务 AI 2. 研 研 封 研 Global AI Vibrancy Tool (vibrancy.aiindex.org) 告 研 AI 封 AI 务 AI 盟 封 社 撰 AI AI 3. 务 AI 尽 AI Index arXiv Monitor (arxiv.aiindex.org) 封 arXiv 务 AI 练 撰 2019 10 30 盟 HAI-AI Index and Challenges (https:// hai.stanford.edu/ai-index/workshops) AI [目录] 研 研 撰 Measurement in AI Policy: Opportunities 150 撰 AI 撰 4 2019 2019 盟 1. 研 务 盟 封 1998-2018 9% 务 AI AI (FWCI) 300% 封 50% 务 2006 资 务 2014-2018 封 告 拿 AI 3% 32% arXiv 封 40% AI 务 60% 撰 务 AI 2. AI 41% 2019 800% 2012 WiML 2014 AI NeurIPS AAAI 8 AI4ALL 13,500 CVPR 2018 30% 对 2015 20 导 3. 2017 10 2019 88 7 AI 务 NLP 2012 SuperGLUE AI2 AI 种 SQuAD2.0 Omniglot 告 务 AI 2012 3.4 4. 2015-2019 资 AI 2010 0.51% [目录] AI 0.3% 2019 10 0.8% 务 AI 5 2019 2019 AI 1.3% 州 AI 务 AI 务 研 2019 340 AI IPO 1.4% (DC) 700 1.2% 1.1% 太 务 AI 尽 50 AI 2019 务 370 2010 4 2019 (AV) 47 36 6.0% 务 20 尽 11 1% 13 2018 48% 374 77 404 9.9% 6.1% 4.5% 47 31 3.9% 尽务 2019 务 58% 务 AI 2018 47% 19% 13% 尽 5. AI AI 2018 2 / 21% / 60% 2010 40% AI 2018 20% 2018 60% AI AI AI AI 2004 2 2018 40 撰 2012 15 2004 撰 AI AI 1 [目录] AI 2010 务 2018 20% 2020 务 20% 1 盟 6 2019 2019 6. 2015-2018 2018 200 7. 尽 50 撰 500 6 封 吉 撰 AI 盟 务 AI 议题 8. 59 2018 研 AI 务 [目录] AI 务 太 2019 务 务 3600 AI 务 AI 尽 AI 告 17 AI 封 (SDG) 169 SDG 封 7 2019 研 2019 盟 盟 AI 盟 务 映 研 研 研 研 务 Google Drive 务 Graphics 研 盟 (vibrancy.aiindex.org ) 研 34 AI Index arXiv Monitor (arxiv.aiindex.org ) AI [目录] Global AI Vibrancy 研 封 arXiv 务 社 8 2019 2019 盟 研 arXiv Paul Ginsparg, Joe Halpern BloombergGOV Chris Cornillie BurningGlass Technologies Bledi Taska, Layla O Kane Robots Marta Kosmyna (CRA) Andrew Bernat, Susan Davidson, Betsy Bizot Coursera Vinod Bakthavachalam, Eva Nierenberg (Elsevier) Maria de Kleijn, Clive Bastin, Sarah Huggett, Mark Siebert, Jörg Hellwig GDELT Kalev Leetaru Indeed Carrie Engel Intento Konstantin Savenkov, Grigory Sapunov (IFR) Susanne Bieller 务 Alessandro Annoni, Giuditta DePrato Guy Berger, Di Mo, Mar Carpanelli, Virginia Ramsey Metaculus Ben Goldhaber, Jacob Lagerros (MGI) Monique Tuin, Jake Silberg (MAG) Kuansan Wang, Iris Shen, Yuxiao Dong [目录] 9 2019 NESTA Juan Mateos-Garcia, Kostas Stathoulopoulos, Joel Klinger Paperwithcode Robert Stojnic (PwC) Anand Rao, Ilana Golbin, Vidhi Tembhurnikar Quid Cara Connors, Julie Kim, Daria Mehra, Dan Buczaczer, Maggie Mazzetti RightsCon Nikki Gladstone, Fanny Hidvégi, Sarah Harper Percy Liang, Mehran Sahami, Dorsa Sadigh, James Landay 种 (SIPRI) Vincent Boulanin, Maaike Verbruggen Udacity Leah Wiedenmann and Rachel Kim AI4All WiML Pedro Avelar UFRGS Dhruv Batra / FAIR Zoe Bauer Sam Bowman Cody Coleman Casey Fiesler 撰 Brenden Lake Calvin LeGassick Natalie Garrett 撰 Bernard Ghanem Carol Hamilton (AAAI) Arthur Jago Zhao Jin Lars Kotthoff Luis Lamb (UFRGS) Fanghzhen Lin Don Moore ) Avneesh Saluja (Netflix) Marcelo Prates (UFRGS) Michael Gofman Roger McCarthy (McCarthy Engineering) Devi Parikh / FAIR Lynne Parker Daniel Rock (MIT) Ayush Shrivastava Cees Snoek Fabro Steibel (ITS-RIO); Prasanna Tambe Susan Woodward 尽 Chenggang Xu Matthew Kenney Foryciarz Tuin Michael Chang Biswas Shrestha [目录] 封 arXiv 社 Biswas Shrestha 导 Tamara Pristc Kevin Litman-Navarro 2019 研 盟 Agata Monique Ruth Starkman 塔 10 2019 尼 映 务 务 研 AI 研 AI 封 务 研 [目录] 11 人 2019 14 arXiv 21 24 27