1. Gregory R.Woirol, The Technological Unemployment and Structural Unemployment Debates (Westport: Greenwood Press, 1996), 18–20; Amy Sue Bix, Inventing Ourselves out of Jobs? America’s Debate over Technological Unemployment, 1929–1981 (Baltimore: Johns Hopkins University Press,2000), 1–8; Joel Mokyr, Chris Vickers and Nicolas L.Ziebarth, ‘The History of Technological Anxiety and the Future of Economic Growth: Is This Time Different?’, Journal of Economic Perspectives 29:3 (2015), 33–42; Joe Mokyr,The Gifts of Athena: Historical Origins of the Knowledge Economy (Princeton:Princeton University Press, 2002), 255–7; David H.Autor, ‘Why Are There Still So Many Jobs? The History and the Future of Workplace Automation’, Journal of Economic Perspectives 29:3 (2015), 3–30; Melanie Arntz, Terry Gregory and Ulrich Zierahn, ‘The Risk of Automation for Jobs in OECD Countries’, OECD Social, Employment and Migration Working Papers 89 (2016); Mariacristina Piva and Marco Vivarelli, ‘Technological Change and Employment: Were Ricardo and Marx Right?’, IZA Institute of Labor Economics, Discussion Paper No.10471 (2017).
2. 举例来说,人工智能已在飞行特别是空中战斗中胜过人类:Nicholas Ernest et al., ‘Genetic Fuzzy based Artificial Intelligence for Unmanned Combat Aerial Vehicle Control in Simulated Air Combat Missions’, Journal of Defense Management 6:1 (2016), 1–7; intelligent tutoring and teaching systems: Kurt Van Lehn, ‘The Relative Effectiveness of Human Tutoring, Intelligent Tutoring Systems, and Other Tutoring Systems’, Educational Psychologist 46:4 (2011), 197–221; algorithmic trading: Giuseppe Nuti et al., ‘Algorithmic Trading’, Computer 44:11 (2011), 61–9; financial planning, portfolio management etc.: Arash Baharammirzaee, ‘A comparative Survey of Artificial Intelligence Applications in Finance: Artificial Neural Networks, Expert System and Hybrid Intelligent Systems’, Neural Computing and Applications 19:8 (2010), 1165–95; analysis of complex data in medical systems and production of diagnosis and treatment: Marjorie Glass Zauderer et al., ‘Piloting IBM Watson Oncology within Memorial Sloan Kettering’s Regional Network’, Journal of Clinical Oncology 32:15 (2014), e17653; creation of original texts in natural language from massive amount of data: Jean-Sébastien Vayre et al., ‘Communication Mediated through Natural Language Generation in Big Data Environments: The Case of Nomao’, Journal of Computer and Communication 5 (2017), 125–48; facialrecognition: Florian Schroff, Dmitry Kalenichenko and James Philbin, ‘Face Net: A Unified Embedding for Face Recognition and Clustering’, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2015), 815–23; and driving: Cristiano Premebida, ‘A Lidar and Vision-based Approach for Pedestrian and Vehicle Detection and Tracking’, 2007 IEEE Intelligent Transportation Systems Conference (2007).
3. Daniel Kahneman, Thinking, Fast and Slow (New York: Farrar, Straus & Giroux, 2011); Dan Ariely, Predictably Irrational (New York: Harper, 2009); Brian D.Ripley, Pattern Recognition and Neural Networks (Cambridge: Cambridge University Press, 2007); Christopher M.Bishop, Pattern Recognition and Machine Learning (New York: Springer, 2007).
4. Seyed Azimi et al., ‘Vehicular Networks for Collision Avoidance at Intersections,’ SAE International Journal of Passenger Cars – Mechanical Systems 4 (2011), 406–16; Swarun Kumar et al., ‘Car Speak: A Content-Centric Network for Autonomous Driving’, SIGCOM Computer Communication Review 42 (2012),259–70; Mihail L.Sichitiu and Maria Kihl, ‘Inter-Vehicle Communication Systems: A Survey’, IEEE Communications Surveys & Tutorials (2008), 10;Mario Gerla, Eun-Kyu Lee and Giovanni Pau, ‘Internet of Vehicles: From Intelligent Grid to Autonomous Cars and Vehicular Clouds’, 2014 IEEE World Forum on Internet of Things (WF-IoT) (2014), 241–6.
5. World Health Organization, Global status report on road safety 2015 (2016);‘Estimates for 2000–2015, Cause-Specific Mortality’, http://www.who.int/healthinfo/global_burden_disease/estimates/en/index1.html, accessed 6 September 2017.
6. 关于美国车祸的原因调查,参见:Daniel J.Fagnant and Kara Kockelman,‘Preparing a Nation for Autonomous Vehicles: Opportunities, Barriers and Policy Recommendations’, Transportation Research Part A: Policy and Practice 77 (2015), 167–81;全世界大致情况的调查,参见:OECD/ITF, Road Safety Annual Report 2016 (Paris: OECD Publishing, 2016), http://dx.doi.org/10.1787/irtad-2016-en.
7. Kristofer D.Kusano and Hampton C.Gabler, ‘Safety Benefits of Forward Collision Warning, Brake Assist, and Autonomous Braking Systems in Rear-End Collisions’, IEEE Transactions on Intelligent Transportation Systems 13:4 (2012), 1546–55; James M.Anderson et al., Autonomous Vehicle Technology: A Guide for Policymakers (Santa Monica: RAND Corporation, 2014), esp.13–15; Daniel J.Fagnant and Kara Kockelman, ‘Preparing a Nation for Autonomous Vehicles: Opportunities, Barriers and Policy Recommendations’, Transportation Research Part A: Policy and Practice 77 (2015), 167–81; Jean-Francois Bonnefon, Azim Shariff and Iyad Rahwan, ‘Autonomous Vehicles Need Experimental Ethics: Are We Ready for Utilitarian Cars?’, arXiv (2015), 1–15.关于车辆如何建立车际网络以避免车祸,参见:Seyed R.Azimi et al., ‘Vehicular Networks for Collision Avoidance at Intersections’, SAE International Journal of Passenger Cars – Mechanical Systems 4:1 (2011), 406–16; Swarun Kumar et al., ‘Car Speak: A Content-Centric Network for Autonomous Driving’, SIGCOM Computer Communication Review 42:4 (2012), 259–70; Mihail L.Sichitiu and Maria Kihl,‘Inter-Vehicle Communication Systems: A Survey’, IEEE Communications Surveys & Tutorials 10:2 (2008); Mario Gerla et al., ‘Internet of Vehicles: From Intelligent Grid to Autonomous Cars and Vehicular Clouds’, 2014 IEEE World Forum on Internet of Things (WF-IoT) (2014), 241–6.
8. Michael Chui, James Manyika and Mehdi Miremadi, ‘Where Machines Could Replace Humans – and Where They Can’t (Yet)’, McKinsey Quarterly (2016), http://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/where-machines-could-replace-humans-and-where-they-cant-yet, accessed 1 March 2018.
9. Wu Youyou, Michal Kosinski and David Stillwell, ‘Computer-based personality judgments are more accurate than those made by humans’, PANS, vol.112 (2014), 1036–8.
10. Stuart Dredge, ‘AI and music: will we be slaves to the algorithm?’ Guardian, 6 August 2017, https://www.theguardian.com/technology/2017/aug/06/artificialintelligence-and-will-we-be-slaves-to-the-algorithm, accessed 15 October 2017.关于这些方法的综览,参见:Jose David Fernández and Francisco Vico, ‘AI Methods in Algorithmic Composition: A Comprehensive Survey’, Journal of Artificial Intelligence Research 48 (2013), 513–82.
11. Eric Topol, The Patient Will See You Now: The Future of Medicine is in Your Hands (New York: Basic Books, 2015); Robert Wachter, The Digital Doctor:Hope, Hype and Harm at the Dawn of Medicine’s Computer Age (New York:McGraw-Hill Education, 2015); Simon Parkin, ‘The Artificially Intelligent Doctor Will Hear You Now’, MIT Technology Review (2016), https://www.technologyreview.com/s/600868/the-artificially-intelligent-doctor-will-hearyou-now/; James Gallagher, ‘Artificial intelligence “as good as cancer doctors”’,BBC, 26 January 2017, http://www.bbc.com/news/health-38717928.
12. Kate Brannen, ‘Air Force’s lack of drone pilots reaching “crisis” levels’,Foreign Policy, 15 January 2015, http://foreignpolicy.com/2015/01/15/airforces-lack-of-drone-pilots-reaching-crisis-levels/.
13. Tyler Cowen, Average is Over: Powering America Beyond the Age of the Great Stagnation (New York: Dutton, 2013); Brad Bush, ‘How combined human and computer intelligence will redefine jobs’, Tech Crunch (2016), https://techcrunch.com/2016/11/01/how-combined-human-and-computer-intelligencewill-redefine-jobs/.
14. Lawrence F.Katz and Alan B.Krueger, ‘The Rise and Nature of Alternative Work Arrangements in the United States, 1995–2015’, National Bureau of Economic Research (2016); Peter H.Cappelli and J.R.Keller, ‘A Study of the Extent and Potential Causes of Alternative Employment Arrangements’, ILR Review 66:4(2013), 874–901; Gretchen M.Spreitzer, Lindsey Cameron and Lyndon Garrett,‘Alternative Work Arrangements: Two Images of the New World of Work’,Annual Review of Organizational Psychology and Organizational Behavior 4(2017), 473–99; Sarah A.Donovan, David H.Bradley and Jon O.Shimabukuru,‘What Does the Gig Economy Mean for Workers?’, Washington DC:Congressional Research Service (2016), https://fas.org/sgp/crs/misc/R44365.pdf, accessed 11 February 2018; ‘More Workers Are in Alternative Employment Arrangements’, Pew Research Center, 28 September 2016, http://www.pewsocialtrends.org/2016/10/06/the-state-of-american-jobs/st_2016-10-06_jobs-26/, accessed 11 February 2018.
15. David Ferrucci et al., ‘Watson: Beyond Jeopardy!’, Artificial Intelligence 199–200 (2013), 93–105.
16. ‘Google’s AlphaZero Destroys Stockfish in 100-Game Match’, Chess.com,6 December 2017, https://www.chess.com/news/view/google-s-alphazerodestroys-stockfish-in-100-game-match, accessed 11 February 2018; David Silver et al., ‘Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm’, arXiv (2017), https://arxiv.org/pdf/1712.01815.pdf,accessed 2 February 2018; see also Sarah Knapton, ‘Entire Human Chess Knowledge Learned and Surpassed by Deep Mind’s AlphaZero in Four Hours’,Telegraph, 6 December 2017, http://www.telegraph.co.uk/science/2017/12/06/entire-human-chess-knowledge-learned-surpassed-deepminds-alphazero/,accessed 11 February 2018.
17. Cowen, Average is Over, op.cit.; Tyler Cowen, ‘What are humans still good for? The turning point in freestyle chess may be approaching’ (2013), http://marginalrevolution.com/marginalrevolution/2013/11/what-are-humans-stillgood-for-the-turning-point-in-freestyle-chess-may-be-approaching.html.
18. Maddalaine Ansell, ‘Jobs for Life Are a Thing of the Past.Bring On Lifelong Learning’, Guardian, 31 May 2016, https://www.theguardian.com/highereducation-network/2016/may/31/jobs-for-life-are-a-thing-of-the-past-bring-onlifelong-learning.
19. Alex Williams, ‘Prozac Nation Is Now the United States of Xanax’, New York Times, 10 June 2017, https://www.nytimes.com/2017/06/10/style/anxiety-is-thenew-depression-xanax.html.
20. Simon Rippon, ‘Imposing Options on People in Poverty: The Harm of a Live Donor Organ Market’, Journal of Medical Ethics 40 (2014), 145–50; I.Glenn Cohen, ‘Regulating the Organ Market: Normative Foundations for Market Regulation’, Law and Contemporary Problems 77 (2014); Alexandra K.Glazier,‘The Principles of Gift Law and the Regulation of Organ Donation’, Transplant International 24 (2011), 368–72; Megan McAndrews and Walter E.Block,‘Legalizing Saving Lives: A Proposition for the Organ Market’, Insights to AChanging World Journal 2015, 1–17.
21. James J.Hughes, ‘A Strategic Opening for a Basic Income Guarantee in the Global Crisis Being Created by AI, Robots, Desktop Manufacturing and BioMedicine’, Journal of Evolution & Technology 24 (2014), 45–61; Alan Cottey, ‘Technologies, Culture, Work, Basic Income and Maximum Income’, AI& Society 29 (2014), 249–57.
22. Jon Henley, ‘Finland Trials Basic Income for Unemployed,’ Guardian, 3 January 2017, https://www.theguardian.com/world/2017/jan/03/finland-trialsbasic-income-for-unemployed, accessed 1 March 2018.
23. ‘Swiss Voters Reject Proposal to Give Basic Income to Every Adult and Child’,Guardian, 5 June 2017, https://www.theguardian.com/world/2016/jun/05/swissvote-give-basic-income-every-adult-child-marxist-dream.
24. Isabel Hunter, ‘Crammed into squalid factories to produce clothes for the West on just 20p a day, the children forced to work in horrific unregulated workshops of Bangladesh’, Daily Mail, 1 December 2015, http://www.dailymail.co.uk/news/article-3339578/Crammed-squalid-factories-produce-clothes-West-just20p-day-children-forced-work-horrific-unregulated-workshops-Bangladesh.html, accessed 15 October 2017; Chris Walker and Morgan Hartley, ‘The Culture Shock of India’s Call Centers’, Forbes, 16 December 2012, https://www.forbes.com/sites/morganhartley/2012/12/16/the-culture-shock-of-indiascall-centres/#17bb61d372f5, accessed 15 October 2017.
25. Lauren Gambini, ‘Trump Pans Immigration Proposal as Bringing People from“Shithole Countries”’, Guardian, 12 January 2018, https://www.theguardian.com/us-news/2018/jan/11/trump-pans-immigration-proposal-as-bringingpeople-from-shithole-countries, accessed 11 February 2018.
26. 环境整体改善时,相对的不平等也可能加剧,此种论点参见:Thomas Piketty, Capital in the Twenty-First Century (Cambridge, MA: Harvard University Press, 2013).
27. ‘2017 Statistical Report on Ultra-Orthodox Society in Israel’, Israel Democracy Institute and Jerusalem Institute for Israel Studies (2017), https://en.idi.org.il/articles/20439, accessed 1 January 2018; Melanie Lidman, ‘As ultra-Orthodox women bring home the bacon, don’t say the F-word’, Times of Israel, 1 January 2016, https://www.timesofisrael.com/as-ultra-orthodox-women-bring-home-the-bacon-dont-say-the-f-word/, accessed 15 October 2017.
28. Melanie Lidman, ‘As ultra-Orthodox women bring home the bacon, don’t say the F-word’, Times of Israel, 1 January 2016, https://www.timesofisrael.com/as-ultra-Orthodox-women-bring-home-the-bacon-dont-say-the-f-word/, accessed 15 October 2017; ‘Statistical Report on Ultra-Orthodox Society in Israel’, Israel Democracy Institute and Jerusalem Institute for Israel Studies 18(2016), https://en.idi.org.il/media/4240/shnaton-e_8-9-16_web.pdf, accessed 15 October 2017.在经济合作与发展组织(OECD)最近调查的38个经济体中,以色列的快乐指数排名第11,参见:‘Life Satisfaction’, OECD Better Life Index, http://www.oecdbetterlifeindex.org/topics/life-satisfaction/, accessed 15 October 2017.
29. ‘2017 Statistical Report on Ultra-Orthodox Society in Israel’, Israel Democracy Institute and Jerusalem Institute for Israel Studies (2017), https://en.idi.org.il/articles/20439, accessed 1 January 2018.