| 期刊論文| 1. | Kremer, M.(1993)。Population growth and technological change: One million B.C. to 1990。Quarterly Journal of Economics，108(3)，681-716。   | | 2. | Bostrom, Nick(2002)。Existential Risks: Analyzing Human Extinction Scenarios and Related Hazards。Journal of Evolution and Technology，9(1)，1-30。 | | 3. | Heymann, D. L.、Rodler, G.(2004)。Global surveillance, national surveillance, and SARS。Emerging Infectious Diseases，10(2)，173-175。 | | 4. | Searle, John R.(1980)。Minds, Brains, and Programs。Behavioral and Brain Sciences，3(3)，417-457。 | | 5. | Lombardo, Tom(20121200)。Consciousness, Cosmic Evolution, and the Technological Singularity。Journal of Futures Studies，17(2)，93-100。 | | 6. | Campbell, Murray、Hoane, Arthur J.、Hsu, Feng-Hsiung(2002)。Deep Blue。Artificial Intelligence，134(1/2)，57-83。 | | 7. | Chan-Yeung, M.、Xu, R. H.(2003)。SARS: Epidemiology。Respirology，8(S1)，S9-S14。 | | 8. | Hagendorff, Thilo(2020)。The ethics of AI ethics: An evaluation of guidelines。Minds & Machines，30(1)，99-120。 | | 9. | Grace, Katja、Salvatier, John、Dafoe, Allan、Zhang, Baobao、Evans, Owain(2018)。Viewpoint: When Will AI Exceed Human Performance? Evidence from AI Experts。Journal of Artificial Intelligence Research，62，729-754。 | | 10. | Gerland, P.、Raftery, A. E.、Ševčíková, H.、Li, N.、Gu, D.、Spoorenberg, T.、Alkema, L.、Fosdick, K. B.、Chunn, J.、Lalic, N.、Buettner, T.、Heilig, K. G.、Wilmoth, J.、Bay, G.(2014)。World population stabilization unlikely this century。Science，346(6206)，234-237。 | | 11. | Fan, Y.、Zhao, K.、Shi, Z.-L.、Zhou, P.(2019)。Bat coronaviruses in China。Viruses，11(3)。 | | 12. | Barrett, A.、Baum, S.(2017)。A Model of Pathways to Artificial Superintelligence Catastrophe for Risk and Decision Analysis。Journal of Experimental & Theoretical Artificial Intelligence，29(2)，397-414。 | | 13. | Silver, David、Huang, Aja、Maddison, Chris J.、Guez, Arthur、Sifre, Laurent、van den Driessche, George、Schrittwieser, Julian、Antonoglou, Ioannis、Panneershelvam, Veda、Lanctot, Marc、Dieleman, Sander、Grewe, Dominik、Nham, John、Kalchbrenner, Nal、Sutskever, Ilya、Lillicrap, Timothy、Leach, Madeleine、Kavukcuoglu, Koray、Graepel, Thore、Hassabis, Demis(2016)。Mastering the game of Go with deep neural networks and tree search。Nature，529(7587)，484-489。 | | 14. | Biba, E.(2015)。Meet the Co-Founder of an Apocalypse Think Tank。Scientific American，312(6)。 | | 15. | Castelvecchi, D.(2015)。Hunt for gravitational waves to resume after massive upgrade。Nature，525(7569)。 | | 16. | Chalmers, D.(2010)。The singularity: A philosophical analysis。Journal of Consciousness Studies，17(9/10)，7-65。 | | 17. | Corrêa, N. K.、De Oliveira, N. F.(2021)。Good AI for the Present of Humanity Democratizing AI Governance。AI Ethics Journal，2(2)，1-16。 | | 18. | de Groot, R. J.、Baker, S. C.、Baric, R. S.、Brown, C. S.、Drosten, C.、Enjuanes, L.、Ziebuhro, J.(2013)。Middle East respiratory syndrome coronavirus (MERS-CoV): announcement of the Coronavirus Study Group。Journal of Virology，87(14)，7790-7792。 | | 19. | Knapp, A.(20120705)。How much does it cost to find a Higgs boson?。Forbes。 | | 20. | Moravec, H.(1998)。When will computer hardware match the human brain?。Journal of evolution and technology，1(1)。 | | 21. | Naude, Jan H.(20090200)。Technological Singularity and Transcendental Monism: Co-producers of Sustainable Alternative Futures。Journal of Futures Studies，13(3)，49-58。 | | 22. | Oh, S.、Jung, Y.、Kim, S.、Lee, I.、Kang, N.(2019)。Deep Generative Design: Integration of Topology Optimization and Generative Models。Journal of Mechanical Design，141(11)。 | | 23. | ÓhÉigeartaigh, S. S.、Whittlestone, J.、Liu, Y.、Zeng, Y.、Liu, Z.(2020)。Overcoming Barriers to Cross-cultural Cooperation in AI Ethics and Governance。Philosophy & Technology，33，571-593。 | | 24. | Shane, L.、Hutter, M.(2007)。Universal Intelligence: A Definition of Machine Intelligence。Minds and Machines，17(4)，391-444。 | | 25. | Taagepera, R.(1979)。People, skills, and resources: An interaction model for world population growth。Technological Forecasting and Social Change，13，13-30。 | | 26. | Wang, Pei(2019)。On Defining Artificial Intelligence。Journal of Artificial General Intelligence，10(2)，1-37。 | | 27. | WHO Ebola Response Team(2014)。Ebola virus disease in West Africa--the first 9 months of the epidemic and forward projections。New England Journal of Medicine，371(16)，1481-1495。 | | 28. | Wong, A.、Li, X.、Lau, S.、Woo, P.(2019)。Global Epidemiology of Bat Coronaviruses。Viruses，11(2)。 | | 29. | Jobin, Anna、Ienca, Marcello、Vayena, Effy(2019)。The Global Landscape of AI Ethics Guidelines。Nature Machine Intelligence，1(9)，389-399。 | 會議論文| 1. | Vaswani, Ashish、Shazeer, Noam、Parmar, Niki、Uszkoreit, Jakob、Jones, Llion、Gomez, Aidan N.、Kaiser, Lukasz、Polosukhin, I.(2017)。Attention is All You Need。The 31st International Conference on Neural Information Processing Systems，(會議日期: December 4-9, 2017)。Long Beach。5998-6008。 | | 2. | Devlin, Jacob、Chang, Ming-Wei、Lee, Kenton、Toutanova, Kristina(2019)。BERT: Pre-training of deep bidirectional transformers for language understanding。The 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies。Association for Computational Linguistics。4171-4186。 | | 3. | Vinge, Vernor(1993)。The Coming Technological Singularity: How to Survive in the Post-Human Era。The Vision 21: Symposium on Interdisciplinary Science and Engineering in the Era of Cyberspace，(會議日期: 1993/03/30-03/31)。 | | 4. | Dijkstra, E.(1984)。The threats to computing science。ACM 1984 South Central Regional Conference。 | | 5. | Jurić, M.、Šandić, A.、Brcic, M.(2020)。AI safety: state of the field through quantitative lens。2020 43rd International Convention on Information and Communication Technology, Electronics and Microelectronics。 | | 6. | Levin, J. C.、Maas, M. M.(2020)。Roadmap to a Roadmap: How Could We Tell When AGI is a 'Manhattan Project' Away?。1st International Workshop on Evaluating Progress in Artificial Intelligence--EPAI 2020 In conjunction with the 24th European Conference on Artificial Intelligence--ECAI 2020 Santiago de Compostela。 | | 7. | Peters, M.、Neumann, M.、Iyyer, M.、Gardner, M.、Clark, C.、Lee, K.、Zettlemoyer, L.(2018)。Deep contextualized word representations。The 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop，2227-2237。 | | 8. | Omohundro, S.(2008)。The Basic AI Drives。The First AGI Conference。IOS Press。483-492。 | | 9. | Soares, N.(2016)。Value Learning Problem。Ethics for Artificial Intelligence Workshop, 25th International Joint Conference on Artificial Intelligence，9-15。 | | 10. | Wang, P.(2008)。What Do You Mean by "AI"?。The First AGI Conference。IOS Press。362-373。 | | 11. | Zoph, B.、Le, Q.(2017)。Neural architecture search with reinforcement learning。5th International Conference on Learning Representations。 | 研究報告| 1. | Baum, S.(2017)。A Survey of Artificial General Intelligence Projects for Ethics, Risk, and Policy。 | | 2. | Frey, C.、Osborne, M.(2013)。The Future of Employment: How Susceptible Are Jobs to Computerisation?。Oxford Martin School, University of Oxford。 | | 3. | O'Keefe, C.、Cihon, P.、Flynn, C.、Garfinkel, B.、Leung, J.、Dafoe, A.(2020)。The Windfall Clause: Distributing the Benefits of AI。Future of Humanity Institute, University of Oxford。 | | 4. | Radford, A.、Wu, J.、Child, R.、Luan, D.、Amodei, D.、Sutskever, I.(2019)。Language Models are Unsupervised Multitask Learners。OpenAI。 | | 5. | Soares, N.、Fallenstein, B.、Yudkowsky, E.、Armstrong, S.(2015)。Corrigibility。AAAI Press。 | 圖書| 1. | Kurzweil, Ray(2005)。The Singularity is Near: When Humans Transcend Biology。New York, NY：Viking。 | | 2. | Brynjolfsson, Eric、McAfee, Andrew(2014)。The second machine age: Work, progress, and prosperity in a time of brilliant technologies。W. W. Norton & Company, Inc.。 | | 3. | Newell, A.(1990)。Unified theories of cognition。Cambridge, MA：Harvard University Press。 | | 4. | Haugeland, John(1985)。Artificial Intelligence: The Very Idea。MIT Press。 | | 5. | Bostrom, Nick(2014)。Superintelligence: Paths, Dangers, Strategies。Oxford University Press。 | | 6. | Russell, S. J.、Norvig, P.(2003)。Artificial Intelligence: A Modern Approach。Upper Saddle River, New Jersey：Prentice Hall。 | | 7. | Tegmark, M.(2017)。Life 3.0: being human in the age of artificial intelligence。Alfred A. Knopf。 | | 8. | Jones, C. I.(2013)。Introduction to Economic Growth。New York：W. W. Norton & Company。 | | 9. | Sutton, R. S.、Barto, A. G.(1998)。Reinforcement learning: An introduction。MIT Press。 | | 10. | Von Neumann, J.、Morgenstern, O.(1944)。The Theory of Games and Economic Behavior。Princeton University Press。 | | 11. | Agrawal, A.、Gans, J.、Goldfarb, A.(2017)。The Economics of Artificial Intelligence: An Agenda。University of Chicago Press。 | | 12. | Davis, M.(1992)。Beyond Blade Runner: Urban Control, the Ecology of Fear。Open Media。 | | 13. | Docherty, B.(2012)。Losing Humanity: The Case Against Killer Robots。Human Rights Watch。 | | 14. | Korotayev, A.、Malkov, A.、Khaltourina, D.(2006)。Introduction to Social Macrodynamics: Compact Macromodels of the World System Growth。URSS。 | | 15. | Müller, V.、Bostrom, N.(2016)。Future Progress in Artificial Intelligence: A Survey of Expert Opinion。Springer International Publishing。 | | 16. | Oded, G.(2011)。Unified Growth Theory。Princeton University Press。 | | 17. | Stine, D. D.(2009)。The Manhattan Project, the Apollo Program, and Federal Energy Technology R&D Programs: A Comparative Analysis。Congressional Research Service。 | 單篇論文| 1. | Brown, T. B.，Mann, B.，Ryder, N.，Subbiah, M.，Kaplan, J.，Dhariwal, P.，Neelakantan, A.，Shyam, P.，Sastry, G.，Askell, A.，Agarwal, S.，Herbert-Voss, A.，Krueger, G.，Henighan, T.，Child, R.，Ramesh, A.，Ziegler, D. M.，Wu, J.，Winter, C.，Amodei, D.(2020)。Language models are few-shot learners，https://arxiv.org/abs/2005.14165，(2005.14165)。 | | 2. | Amodei, D.，Olah, C.，Steinhardt, J.，Christiano, P.，Schulman, J.，Mané, D.(2016)。Concrete Problems in AI Safety，https://arxiv.org/abs/1606.06565。 | | 3. | Badia, A.，Bilal, P.，Kapturowski, S.，Sprechmann, P.，Vitvitskyi, A.，Guo, D.，Blundell, C.(2020)。Agent57: Outperforming the Atari Human Benchmark，DeepMind。，https://arxiv.org/abs/2003.13350。 | | 4. | Bisk, Y.，Zellers, R.，Bras, R.，Gao, J.，Yejin, C.(2019)。PIQA: Reasoning about Physical Commonsense in Natural Language，Association for the Advancement of Artificial Intelligence。，https://arxiv.org/abs/1911.11641。 | | 5. | Chollet, F.(2019)。On the measure of intelligence，Google, Inc。，https://arxiv.org/abs/1911.01547。 | | 6. | Lee, J.，Hsiang, J.(2019)。Patent Claim Generation by Fine-Tuning OpenAI GPT-2，Department of Computer Science and Information Engineering National Taiwan University。，https://arxiv.org/abs/1907.02052。 | | 7. | Taylor, J.，Yudkowsky, E.，Lavictoire, P.，Critch, A.(2016)。Alignment for advanced machine learning systems，Machine Intelligence Research Institute。，https://intelligence.org/files/AlignmentMachineLearning.pdf。 | | 8. | Turner, A.，Smith, L.，Shah, R.，Tadepalli, P.(2020)。Optimal Farsighted Agents Tend to Seek Power，https://arxiv.org/pdf/1912.01683.pdf.。 | 其他| 1. | Corby, R.(2020)。Turing-NLG: A 17-billion-parameter language model by Microsoft，https://www.microsoft.com/en-us/research/blog/turing-nlg-a-17-billion-parameter-language-model-by-microsoft/。 | | 2. | Fountain, H.(20170327)。A dream of clean energy at a very high price，https://www.nytimes.com/2017/03/27/science/fusion-power-plant-iter-france.html。 | | 3. | 2AI Team(2016)。KILLER A.I.? What to expect when self-aware programs escape the confines of their lab，www.2ai.org/killerai/。 | | 4. | Hawkins, J.(20150302)。The Terminator Is Not Coming. The Future Will Thank Us，https://www.vox.com/2015/3/2/11559576/the-terminator-is-not-coming-the-future-will-thank-us。 | | 5. | Krakovna, V.(20200531)。Possible takeaways from the coronavirus pandemic for slow AI takeoff，https://vkrakovna.wordpress.com/2020/05/31/possible-takeaways-from-the-coronavirus-pandemic-for-slow-ai-takeoff/。 | | 6. | Larson, S.(20170513)。Massive cyberattack targeting 99 countries causes sweeping havoc，https://money.cnn.com/2017/05/12/technology/ransomware-attack-nsa-microsoft/index.html。 | | 7. | McCarthy, J.，Minsky, M.，Rochester, N.，Shannon, C.(1955)。A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence，http://jmc.stanford.edu/articles/dartmouth/dartmouth.pdf。 | | 8. | Nordhaus, W. D.(2015)。Are We Approaching an Economic Singularity? Information Technology and the Future of Economic Growth，Cowles Foundation for Research in Economics, Yale University。，https://cowles.yale.edu/sites/default/files/files/pub/d20/d2021.pdf。 | | 9. | Russell, S.，Dewey, D.，Tegmark, M.(2015)。Research Priorities for Robust and Beneficial Artificial Intelligence: An Open Letter，https://futureoflife.org/data/documents/research_priorities.pdf。 | | 10. | Tegmark, M.(2016)。Benefits and risks of artificial intelligence，https://futureoflife.org/background/benefits-risks-of-artificial-intelligence/。 | | 11. | Walsh, N.，Shelley, J.，Duwe, E.，Bonnett, W.(20200525)。Bolsonaro calls coronavirus a 'little flu.' Inside Brazil's hospitals, doctors know the horrifying reality，https://edition.cnn.com/2020/05/23/americas/brazil-coronavirus-hospitals-intl/index.html。 | | 12. | Williams, S.(20200131)。Coronavirus: How can China build a hospital so quickly?，https://www.bbc.com/news/world-asia-china-51245156。 | | 13. | Yudkowsky, E.(2013)。Intelligence Explosion Microeconomics，https://intelligence.org/files/IEM.pdf。 | 圖書論文| 1. | Good, I.(1965)。Speculations concerning the first ultraintelligent machine。Advances in Computers。Academic Press。 | | 2. | Sotala, K.(2018)。Disjunctive Scenarios of Catastrophic AI Risk。Artificial Intelligence Safety and Security。CRC Press。 | | 3. | Tally, R.(2009)。Radical Alternatives: The Persistence of Utopia in the Postmodern。New Essays on the Frankfurt School of Critical Theory。Cambridge Scholars Publishing。 | |