9.总结和结论
人工智能有潜力成为经济增长和社会进步的主要驱动力,但这需要产业、公众和政府共同努力支持这项技术的发展,并认真关注其潜力和管理其风险。正如英国下议院科学与技术委员会(House of Commons Science and Technology Committee)所言,“虽然现在就为这个新生领域制定全行业法规还为时过早,但从现在开始对人工智能系统的伦理、法律和社会问题进行仔细审查是至关重要的。”[139]
政府须扮演多重角色。包括:负责召集关于重要问题的对话,并帮助制定公开讨论的议程;在应用程序开发过程中监控其安全性和公平性,并调整监管框架,在保护公众利益的同时鼓励创新研发;制定公共政策以确保人工智能在提高劳动生产率的同时避免对劳动力部门造成负面经济影响;支持人工智能在公益领域的基础研究和应用研究;支持培训劳动力向技术熟练和多样化方向发展;利用人工智能实现更快捷、更有效、更低成本地为公众服务。在很多公共领域都将看到人工智能不断进步带来的新机遇和新挑战,政府须继续增强其理解和适应这些变化的能力。随着人工智能技术的不断发展,从业者须确保人工智能系统是可管理的、公开的、透明的和可理解的,使人工智能行为与人类的价值观和未来期望保持一致。[140]
构建合理有效的全球治理体系和政策对于人工智能的发展至关重要。各国需要从军事、贸易、政治、社会等各方面协调利益冲突开展对话,跨越不同文化差异,充分讨论人工智能全球策略并形成共识。开发人工智能将让我们有机会更好地欣赏人类智慧。如果恰当地使用人工智能可以增强人类驾驭自然的能力,规范的人工智能是人类文明的传承,我们期盼在人工智能的神助下人类将拥有一个更加睿智的未来世界。[141]
【注释】
[1]Timothy Williams,Facial Recognition Software Moves from Overseas Wars to Local Police,New York Times.(2015-08-12)http://www.nytimes.com/2015/08/13/us/facial-recognition-software-moves-from-overseas-wars-to-localpolice.html.
[2]Kevin Kelly,The Three Breakthroughs That Have Finally Unleashed AI on the World,WIRED(2014-10-27),http://www.wired.com/2014/10/future-of-artificial-intelligence/.
[3]John Frank Weaver,We Need to Pass Legislation on Artificial Intelligence Early and Often,SLATE(2014-09-12),http://www.slate.com/blogs/future_tense/2014/09/12/we_need_to_pass_artificial_intelligence_laws_early_and_often.html.
[4]Stuart J.Russell,Peter Norvig,Artificial Intelligence:A Modern Approach(3 ed.)[M].Upper Saddle River,New Jersey:Prentice Hall,2009.
[5]Nils J.Nilsson,The Quest for Artificial Intelligence:A History of Ideas and Achievements(Cambridge,UK:Cambridge University Press,2010).
[6]Chen,Frank.AI,Deep Learning,and Machine Learning:A Primer[EB/OL].Andreesen Horowitz,(2016-06-10),http://a16z.com/2016/06/10/ai-deep-learning-machines.
[7]杜森.神经网络的权值规范化研究[D].吉林大学,2017.
[8]Shahriari K,Shahriari M.IEEE Standard Review-Ethically Aligned Design:A Vision for Prioritizing Human Wellbeing with Artificial Intelligence and Autonomous Systems[C].2017 IEEE Canada International Humanitarian Technology Conference(IHTC).
[9]Campos,Ivan.Artificial Intelligence:Fourth Industrial Revolution or Robot Apocalypse:AI&Robophobia Go Hand in Hand[EB/OL].Slalom,(2018-02-20)[2019-05-09].https://medium.com/slalom-technology/artificial-intelligence-fourth-industrial-revolution-or-robot-apocalypse-2be8ed0ac8f0.
[10]Stuart J.Russell,Peter Norvig,Artificial Intelligence:A Modern Approach(3 ed.)[M].Upper Saddle River,New Jersey:Prentice Hall,2009.
[11]Narrow Artificial Intelligence(Narrow AI)[EB/OL].Techopedia.[2019-05-14]https://www.techopedia.com/definition/32874/narrow-artificial-intelligence-narrow-ai.
[12]Nick Heath.What is artificial general intelligence?[EB/OL].Zdnet.https://www.zdnet.com/article/what-isartificial-general-intelligence/.
[13]2017年中国人工智能行业发展概况及未来发展趋势分析[EB/OL],中国产业信息网(2017-03-04).http://www.chyxx.com/industry/201703/500670.html.
[14]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[15]Kai Jia and Tao Tong(2017).AI Regulation:Understanding the Real Challenges[EB/OL].Paris Innovation Review,(2017-05-25)[2019-05-11].http://parisinnovationreview.com/articles-en/ai-regulation-understanding-thereal-challenges.
[16]Kai Jia and Tao Tong(2017).AI Regulation:Understanding the Real Challenges[EB/OL].Paris Innovation Review,(2017-05-25)[2019-05-11].http://parisinnovationreview.com/articles-en/ai-regulation-understanding-the-real-challenges.
[17]Levy,Steven.How Google is Remaking itself as a Machine Learning First Company[EB/OL].Backchannel.(2016-06-22).https://backchannel.com/how-google-is-remaking-itself-as-a-machine-learning-first-company-ada63defcb70.
[18]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[19]Campos,Ivan.Artificial Intelligence:Fourth Industrial Revolution or Robot Apocalypse:AI&Robophobia Go Hand in Hand[EB/OL].Slalom,(2018-02-20)[2019-05-09].https://medium.com/slalom-technology/artificial-intelligence-fourth-industrial-revolution-or-robot-apocalypse-2be8ed0ac8f0.
[20]Artificial Neural Network(ANN)[EB/OL].Techopedia.[2019-05-14]https://www.techopedia.com/definition/5967/artificial-neural-network-ann.
[21]Artificial Neural Network(ANN)[EB/OL].Techopedia.[2019-05-14]https://www.techopedia.com/definition/5967/artificial-neural-network-ann.
[22]Levy,Steven.How Google is Remaking itself as a Machine Learning First Company[EB/OL].Backchannel.(2016-06-22).https://backchannel.com/how-google-is-remaking-itself-as-a-machine-learning-first-company-ada63defcb70.
[23]Peter Stone,Rodney Brooks,Erik Brynjolfsson,Ryan Calo,Oren Etzioni,Greg Hager,Julia Hirschberg,Shivaram Kalyanakrishnan,Ece Kamar,Sarit Kraus,Kevin Leyton-Brown,David Parkes,William Press,Anna Lee Saxenian,Julie Shah,Milind Tambe,and Astro Teller."Artificial Intelligence and Life in 2030."One Hundred Year Study on Artificial Intelligence:Report of the 2015-2016 Study Panel,Stanford University,Stanford,CA,(2016-09-06).Doc:http://ai100.stanford.edu/2016-report.
[24]Campos,Ivan.Artificial Intelligence:Fourth Industrial Revolution or Robot Apocalypse:AI&Robophobia Go Hand in Hand[EB/OL].Slalom,(2018-02-20)[2019-05-09].https://medium.com/slalom-technology/artificial-intelligence-fourth-industrial-revolution-or-robot-apocalypse-2be8ed0ac8f0.
[25]Campos,Ivan.Artificial Intelligence:Fourth Industrial Revolution or Robot Apocalypse:AI&Robophobia Go Hand in Hand[EB/OL].Slalom,(2018-02-20)[2019-05-09].https://medium.com/slalom-technology/artificial-intelligence-fourth-industrial-revolution-or-robot-apocalypse-2be8ed0ac8f0.
[26]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[27]L.Yuan,China Gears Up in Artificial-Intelligence Race[C],Wall Street Journal,24 August 2016.
[28]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[29]Fogg,Andrew.Artificial Intelligence Regulations:Let's not Regulate Mathematics![EB/OL].Import.io,(2016-10-13)[2019-05-10].https://www.import.io/post/artificial-intelligence-regulation-lets-not-regulate-mathematics/.
[30]Etzioni,Amitai and Oren Etzioni.Should Artificial Intelligence Be Regulated?[J].Issues in Science and Technology,2017(4):32-36.https://issues.org/perspective-should-artificial-intelligence-be-regulated/.
[31]Fogg,Andrew.Artificial Intelligence Regulations:Let's not Regulate Mathematics![EB/OL].Import.io,(2016-10-13)[2019-05-10].https://www.import.io/post/artificial-intelligence-regulation-lets-not-regulate-mathematics/.
[32]Fogg,Andrew.Artificial Intelligence Regulations:Let's not Regulate Mathematics![EB/OL].Import.io,(2016-10-13)[2019-05-10].https://www.import.io/post/artificial-intelligence-regulation-lets-not-regulate-mathematics/.
[33]Shahriari K,Shahriari M.IEEE Standard Review-Ethically Aligned Design:A Vision for Prioritizing Human Wellbeing with Artificial Intelligence and Autonomous Systems[C].2017 IEEE Canada International Humanitarian Technology Conference(IHTC).
[34]Levy,Steven.How Google is Remaking itself as a Machine Learning First Company[EB/OL].Backchannel.(2016-06-22).https://backchannel.com/how-google-is-remaking-itself-as-a-machine-learning-first-company-ada63defcb70.
[35]Kai Jia and Tao Tong(2017).AI Regulation:Understanding the Real Challenges[EB/OL].Paris Innovation Review,(2017-05-25)[2019-05-11].http://parisinnovationreview.com/articles-en/ai-regulation-understanding-the-real-challenges.
[36]B.Brown,NHTSA autonomous car guidlines coming by July[EB/OL].Digital Trends.(2016-06).
[37]Sam Daley.19 Examples of Artificial Intelligence Shaking up Business an Usual[EB/OL].(2019-06-14)https://builtin.com/artificial-intelligence/examples-ai-in-industry.
[38]Danaher,John,Is Regulation of Artificial Intelligence Possible?[EB/OL].Hplus Magazine,(2015-07-15)[2019-05-10].http://hplusmagazine.com/2015/07/15/is-regulation-of-artificial-intelligence-possible/.
[39]Kristin Houser.Investor Sues After an AI's Automated Trades Cost Him$20 Million[EB/OL].(2019-05-06)https://futurism.com/investing-lawsuit-ai-trades-cost-millions.
[40]Robotic Surgery Lawsuits[EB/OL].https://www.klinespecter.com/robotic-surgery-lawsuits.html.
[41]Kristin Houser.Investor Sues After an AI's Automated Trades Cost Him$20 Million[EB/OL].(2019-05-06)https://futurism.com/investing-lawsuit-ai-trades-cost-millions.
[42]Arkin R C.Ethics and Autonomous Systems:Perils and Promises[Point of View][J].Proceedings of the IEEE,2016,104(10):1779-1781.
[43]观点来自与Richard Taylor教授的交流与沟通.
[44]Brad Templeton.Lawsuit Over Tesla Autopilot Fatality Unlikely To Win But It Uncovers Real Issues[EB/OL].(2019-05-03)https://www.forbes.com/sites/bradtempleton/2019/05/03/lawsuit-over-tesla-autopilot-fatality-unlikelyto-win-but-it-uncovers-real-issues/#470947060349.
[45]Self-driving Cars Lawsuit[EB/OL].(2018-11-12)https://www.classaction.com/self-driving-cars/lawsuit/.
[46]Georgia State University.Artificial intelligence gets its day in court[EB/OL].(2018-03-20)https://phys.org/news/2018-03-artificial-intelligence-day-court.html.
[47]G.Hallevy,“AI v IP-Criminal Liability for Intellectual Property Offenses of Artificial Intelligence Entities,”2015.http://dx.doi.org/10.2139/ssrn.2691923.
[48]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[49]Artificial Intelligence and Antitrust Law(2017-06-06)https://www.ktmc.com/blog/artificial-intelligence-andantitrust-law.
[50]FE Bureau.Antitrust enforcement:Emergence of artificial intelligence poses new challenges for courts[EB/OL].(2018-10-17)https://www.financialexpress.com/opinion/antitrust-enforcement-emergence-of-artificial-intelligence-poses-new-challenges-for-courts/1351529/.
[51]Artificial Intelligence and Antitrust Law(2017-06-06)https://www.ktmc.com/blog/artificial-intelligence-andantitrust-law.
[52]Artificial Intelligence and Antitrust Law(2017-06-06)https://www.ktmc.com/blog/artificial-intelligence-andantitrust-law.
[53]Danaher,John,Is Regulation of Artificial Intelligence Possible?[EB/OL].Hplus Magazine,(2015-07-15)[2019-05-10].http://hplusmagazine.com/2015/07/15/is-regulation-of-artificial-intelligence-possible/.
[54]Levy,Steven.How Google is Remaking itself as a Machine Learning First Company[EB/OL].Backchannel.(2016-06-22).https://backchannel.com/how-google-is-remaking-itself-as-a-machine-learning-first-company-ada63defcb70.
[55]Etzioni,Amitai and Oren Etzioni.Should Artificial Intelligence Be Regulated?[J].Issues in Science and Technology,2017(4):32-36.https://issues.org/perspective-should-artificial-intelligence-be-regulated/.
[56]Kai Jia and Tao Tong(2017).AI Regulation:Understanding the Real Challenges[EB/OL].Paris Innovation Review,(2017-05-25)[2019-05-11].http://parisinnovationreview.com/articles-en/ai-regulation-understanding-the-real-challenges.
[57]Arkin R C.Ethics and Autonomous Systems:Perils and Promises[Point of View][J].Proceedings of the IEEE,2016,104(10):1779-1781.
[58]Etzioni,Amitai and Oren Etzioni.Should Artificial Intelligence Be Regulated?[J].Issues in Science and Technology,2017(4):32-36.https://issues.org/perspective-should-artificial-intelligence-be-regulated/.
[59]Carroll,Matt.Artificial Intelligence Doesn't Require Burdensome Regulation[EB/OL].The Hill,(2017-12-20)[2019-05-09].https://thehill.com/opinion/cybersecurity/365834-artificial-intelligence-doesnt-require-burdensome-regulation.
[60]Danaher,John,Is Regulation of Artificial Intelligence Possible?[EB/OL].Hplus Magazine,(2015-07-15)[2019-05-10].http://hplusmagazine.com/2015/07/15/is-regulation-of-artificial-intelligence-possible/.
[61]Danaher,John,Is Regulation of Artificial Intelligence Possible?[EB/OL].Hplus Magazine,(2015-07-15)[2019-05-10].http://hplusmagazine.com/2015/07/15/is-regulation-of-artificial-intelligence-possible/.
[62]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[63]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[64]巩辰.全球人工智能治理——“未来”到来与全球治理新议程[J].国际展望,2018,10(05):36-55.
[65]俞晗之,王晗晔.人工智能全球治理的现状:基于主体与实践的分析[J].电子政务,2019(03):9-17.
[66]AI for Good Global Summit 2018[EB/OL].2019-01-30.https://www.itu.int/en/ITU-T/AI/2018/Pages/default.aspx.
[67]Future of Life Institute.Asilomar AI Principles[EB/OL].2019-02-02.https://futureoflife.org/ai-principles/.
[68]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[69]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[70]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[71]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[72]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[73]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[74]“Winning the Education Future:The Role of ARPA-ED,”The U.S.Department of Education,March 8 2011,https://www.whitehouse.gov/sites/default/files/microsites/ostp/arpa-ed-factsheet.pdf.
[75]The President's Council of Advisors on Science and Technology,letter to the President,September 2014,https://www.whitehouse.gov/sites/default/files/microsites/ostp/PCAST/pcast_workforce_edit_report_sept_2014.pdf.
[76]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[77]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[78]Shahriari K,Shahriari M.IEEE Standard Review-Ethically Aligned Design:A Vision for Prioritizing Human Wellbeing with Artificial Intelligence and Autonomous Systems[C].2017 IEEE Canada International Humanitarian Technology Conference(IHTC).
[79]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[80]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[81]Levy,Steven.How Google is Remaking itself as a Machine Learning First Company[EB/OL].Backchannel.(2016-06-22).https://backchannel.com/how-google-is-remaking-itself-as-a-machine-learning-first-company-ada63defcb70.
[82]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[83]Levy,Steven.How Google is Remaking itself as a Machine Learning First Company[EB/OL].Backchannel.(2016-06-22).https://backchannel.com/how-google-is-remaking-itself-as-a-machine-learning-first-company-ada63defcb70.
[84]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[85]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[86]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[87]Georg Graetz and Guy Michaels,“Robots at Work,”CEPR Discussion Paper No.DP10477,March 2015,http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2575781.
[88]“Estimating Projected Global Economic Impacts of Artificial Intelligence,”Report of Analysis Group Team led by L.Christensen,2016.
[89]Etzioni,Amitai and Oren Etzioni.Should Artificial Intelligence Be Regulated?[J].Issues in Science and Technology,2017(4):32-36.https://issues.org/perspective-should-artificial-intelligence-be-regulated/.
[90]Etzioni,Amitai and Oren Etzioni.Should Artificial Intelligence Be Regulated?[J].Issues in Science and Technology,2017(4):32-36.https://issues.org/perspective-should-artificial-intelligence-be-regulated/.
[91]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[92]Georg Graetz and Guy Michaels,“Robots at Work,”CEPR Discussion Paper No.DP10477,March 2015,http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2575781.
[93]尤瓦尔·赫拉利.《今日简史》中信出版集团.2018.
[94]Etzioni,Amitai and Oren Etzioni.Should Artificial Intelligence Be Regulated?[J].Issues in Science and Technology,2017(4):32-36.https://issues.org/perspective-should-artificial-intelligence-be-regulated/.
[95]Fogg,Andrew.Artificial Intelligence Regulations:Let's not Regulate Mathematics![EB/OL].Import.io,(2016-10-13)[2019-05-10].https://www.import.io/post/artificial-intelligence-regulation-lets-not-regulate-mathematics/.
[96]Aguirre,Anthony,Ariel Conn and Max Tegmark.Should Artificial Intelligence Be Regulated?[EB/OL].Oped.Future of Life Institute(2017-07-27).https://futureoflife.org/2017/07/27/should-artificial-intelligence-be-regulated/?cn-reloaded=1.
[97]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[98]Levy,Steven.How Google is Remaking itself as a Machine Learning First Company[EB/OL].Backchannel.(2016-06-22).https://backchannel.com/how-google-is-remaking-itself-as-a-machine-learning-first-company-ada63defcb70.
[99]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[100]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[101]Fogg,Andrew.Artificial Intelligence Regulations:Let's not Regulate Mathematics![EB/OL].Import.io,(2016-10-13)[2019-05-10].https://www.import.io/post/artificial-intelligence-regulation-lets-not-regulate-mathematics/.
[102]Fogg,Andrew.Artificial Intelligence Regulations:Let's not Regulate Mathematics![EB/OL].Import.io,(2016-10-13)[2019-05-10].https://www.import.io/post/artificial-intelligence-regulation-lets-not-regulate-mathematics/.
[103]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[104]Eric Elster,“Surgical Critical Care Initiative:Bringing Precision Medicine to the Critically Ill,”presentation at AI for Social Good workshop,Washington,DC,June 7,2016,http://cra.org/ccc/wp-content/uploads/sites/2/2016/06/Eric-Elster-AI-slides-min.pdf.
[105]Stephen F.Smith,“Smart Infrastructure for Urban Mobility,”presentation at AI for Social Good workshop,Washington,DC(2016-06-07)http://cra.org/ccc/wp-content/uploads/sites/2/2016/06/Stephen-Smith-AI-slides.pdf.
[106]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[107]John Markoff,“No Sailors Needed:Robot Sailboats Scout the Oceans for Data,”The New York Times,September 4,2016.
[108]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[109]Neal Jean,Marshall Burke,Michael Xie,W.Matthew Davis,David B.Lobell,and Stefano Ermon."Combining satellite imagery and machine learning to predict poverty."Science 353,no.6301(2016):790-794.
[110]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[111]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[112]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[113]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[114]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[115]Etzioni,Amitai and Oren Etzioni.Should Artificial Intelligence Be Regulated?[J].Issues in Science and Technology,2017(4):32-36.https://issues.org/perspective-should-artificial-intelligence-be-regulated/.
[116]An Open Letter:Research Priorities for Robust and Beneficial Artificial Intelligence[EB/OL].https://futureoflife.org/ai-open-letter/.
[117]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[118]Jason Furman,“Is This Time Different?The Opportunities and Challenges of Artificial Intelligence.”
[119]Aguirre,Anthony,Ariel Conn and Max Tegmark.Should Artificial Intelligence Be Regulated?[EB/OL].Oped.Future of Life Institute(2017-07-27).https://futureoflife.org/2017/07/27/should-artificial-intelligence-be-regulated/?cn-reloaded=1.
[120]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[121]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[122]Campos,Ivan.Artificial Intelligence:Fourth Industrial Revolution or Robot Apocalypse:AI&Robophobia Go Hand in Hand[EB/OL].Slalom,(2018-02-20)[2019-05-09].https://medium.com/slalom-technology/artificial-intelligence-fourth-industrial-revolution-or-robot-apocalypse-2be8ed0ac8f0.
[123]Fogg,Andrew.Artificial Intelligence Regulations:Let's not Regulate Mathematics![EB/OL].Import.io,(2016-10-13)[2019-05-10].https://www.import.io/post/artificial-intelligence-regulation-lets-not-regulate-mathematics/.
[124]Shahriari K,Shahriari M.IEEE Standard Review-Ethically Aligned Design:A Vision for Prioritizing Human Wellbeing with Artificial Intelligence and Autonomous Systems[C].2017 IEEE Canada International Humanitarian Technology Conference(IHTC).
[125]Weaver,John.We Need to Pass Legislation on Artificial Intelligence Early and Often[EB/OL].Slate,(2014-09-12).https://slate.com/technology/2014/09/we-need-to-pass-artificial-intelligence-laws-early-and-often.html.
[126]Shahriari K,Shahriari M.IEEE Standard Review-Ethically Aligned Design:A Vision for Prioritizing Human Wellbeing with Artificial Intelligence and Autonomous Systems[C].2017 IEEE Canada International Humanitarian Technology Conference(IHTC).
[127]Edelman,Benjamin G.and Luca,Michael,Digital Discrimination:The Case of Airbnb.com(January 10,2014).Harvard Business School NOM Unit Working Paper No.14-054.Available at SSRN:https://ssrn.com/abstract=2377353 or http://dx.doi.org/10.2139/ssrn.2377353.
[128]Garvie,C.,Bedoya,A.,and Frankle,J.The Perpetual Line-Up:Unregulated Police Face Recognition in America,2016.https://www.perpetuallineup.org/.
[129]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[130]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[131]ASILOMAR AI PRINCIPLES[EB/OL].Future of Life Institute(2017)[2019-05-06]https://futureoflife.org/ai-principles/.
[132]Shahriari K,Shahriari M.IEEE Standard Review-Ethically Aligned Design:A Vision for Prioritizing Human Wellbeing with Artificial Intelligence and Autonomous Systems[C].2017 IEEE Canada International Humanitarian Technology Conference(IHTC).
[133]The IEEE Global Initiative for Ethical Considerations in Artificial Intelligence and Autonomous Systems,“Ethically Aligned Design A Vision For Prioritizing Wellbeing With Artificial Intelligence And Autonomous Systems”,Version 1,2016,http://www.standards.ieee.org/develop/indconn/ec/autonomous systems.html.
[134]Request for Information on Artificial Intelligence[EB/OL]Science and Technology Policy Office(2016-06-27)[2019-05-10]https://www.federalregister.gov/documents/2016/06/27/2016-15082/request-for-information-on-artificial-intelligence.
[135]Felten,Ed and Terah Lyons(2016),Public Input and Next Steps on the Future of Artificial Intelligence[EB/OL],Medium,(2016-09-06)[2019-05-10]https://medium.com/@USCTO/public-input-and-next-steps-on-the-future-of-artificial-intelligence-458b82059fc3.
[136]IEEE/USA(2017).“Artificial Intelligence Research,Development and Regulation”.IEEE-USA Position Statement.https://ieeeusa.org/wp-content/uploads/2017/07/FINALformattedIEEEUSAAIPS.pdf.
[137]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[138]Artificial Intelligence for the American People.[EB/OL].https://www.whitehouse.gov/ai/.
[139]Elman,Jeremy and Abel Castilla.Artificial intelligence and the law[EB/OL].Techcrunch.com,(2017-01-28).https://techcrunch.com/2017/01/28/artificial-intelligence-and-the-law/.
[140]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.
[141]Holdren,J.and M.Smith(2016).“Preparing for the Future of Artificial Intelligence,”Executive Office of the President,national Science and Technology Council,2016-10.A Report.Washington,D.C.https://obamawhitehouse.archives.gov/sites/default/files/whitehouse_files/microsites/ostp/NSTC/preparing_for_the_future_of_ai.pdf.