Framing governance for a contested emerging technology:insights from AI policy

References

• Allen, J., & Husain, A. (2017, November 3). The next space race is Artificial Intelligence. Foreign Affairs.
   Google Scholar
• Bacchi, C. (2000). Policy as discourse: What does it mean? Where does it get us? Discourse: Studies in the Cultural Politics of Education, 21(1), 45–57.
   Google Scholar
• Borras, S., & Edler, J. (eds.). (2014). The governance of socio-technical systems: Explaining change. Cheltenham: Edward Elgar.
   Google Scholar
• Borras, S., & Edler, J. (2020). The roles of the state in the governance of socio-technical systems’ transformation. Research Policy, 49(5), 103971.
   Web of Science ®Google Scholar
• Broussard, M. (2018). Artificial unintelligence: How computers misunderstand the world. Cambridge, MA: The MIT Press.
   Google Scholar
• Cath, C., Wachter, S., Mittelstadt, B., Taddeo, M., & Floridi, L. (2018). Artificial Intelligence and the ‘good society’: The US, EU, and UK approach. Science and Engineering Ethics, 24, 505–528.
   PubMed Web of Science ®Google Scholar
• Coeckelbergh, M. (2020). AI ethics. Cambridge, MA: The MIT Press.
   Google Scholar
• Di Porto, F., & Zuppetta, M. N. (2020). Co-regulating algorithmic disclosure for digital platforms. Policy & Society, 1–22. this issue. doi:10.1080/14494035.2020.1809052.
   Web of Science ®Google Scholar
• Dickinson, H., Smith, C., Carey, N., & Carey, G. (2020). Exploring governance dilemmas of disruptive technologies: The case of care robots in Australia and New Zealand. Policy & Society. this issue.
   Web of Science ®Google Scholar
• Diercks, G., Larsen, H., & Steward, F. (2019). Transformative innovation policy: Addressing variety in an emerging policy paradigm. Research Policy, 48(4), 880–894.
   Web of Science ®Google Scholar
• Dignum, V. (2019). Responsible Artificial Intelligence. How to develop and use AI in a responsible way. Cham: Springer.
   Google Scholar
• Dolowitz, D. P., & Marsh, D. (2000). Learning from abroad: The role of policy transfer in contemporary policy-making. Governance: An International Journal of Policy and Administration, 13(1), 5–24.
   Web of Science ®Google Scholar
• Floridi, L., Cowls, J., Beltrametti, M., Chatila, R., Chazerand, P., Dignum, V., ... Vayena, E. (2018). AI4People – An ethical framework for a good AI society: Opportunities, risks, principles, and recommendations. Minds & Machines, 28(4), 689–707.
   PubMed Web of Science ®Google Scholar
• Freeman, R., & Maybin, J. (2011). Documents, practices and policy. Evidence & Policy, 7(2), 155–170.
   Web of Science ®Google Scholar
• Fry, H. (2018). Hello world. How to be human in the age of the machine. London: Black Swan.
   Google Scholar
• Gahnberg, C. (2020). The governance of artificial agency. Policy & Society. this issue.
   Web of Science ®Google Scholar
• Galanos, V. (2019). Exploring expanding expertise: Artificial intelligence as an existential threat and the role of prestigious commentators, 2014–2018. Technology Analysis & Strategic Management, 31(4), 421–432.
   Web of Science ®Google Scholar
• Hagendorff, T. (2020). The Ethics of AI Ethics: An Evaluation of Guidelines. Minds and Machines, 30(1), 99–120.
   Web of Science ®Google Scholar
• Jasanoff, S. (2016). The ethics of invention: Technology and the human future. New York: W.W. Norton & Company.
   Google Scholar
• Jobin, A., Ienca, M., & Vayena, E. (2019). The global landscape of AI ethics guidelines. Nature Machine Intelligence, 1(9), 389–399.
   Google Scholar
• Kuhlmann, S., Stegmaier, P., & Konrad, K. (2019). The tentative governance of emerging science and technology—A conceptual introduction. Research Policy, 48(5), 1091–1097.
   Web of Science ®Google Scholar
• Lee, K. F. (2018). AI superpowers. China, Silicon Valley, and the new world order. Boston: Houghton Mifflin Harcourt.
   Google Scholar
• Leiman, T. (2020). Law and tech collide: Foreseeability, reasonableness and advanced driver assistance systems. Policy & Society, 1–22. this issue. doi:10.1080/14494035.2020.1787696.
   Web of Science ®Google Scholar
• Lim, H. S. M., & Taeihagh, A. (2019). Algorithmic decision-making in AVs: Understanding ethical and technical concerns for smart cities. Sustainability, 11, 5791.
   Web of Science ®Google Scholar
• Lyall, C., & Tait, J. (2019). Beyond the limits to governance: New rules of engagement for the tentative governance of the life sciences. Research Policy, 48(5), 1128–1137.
   Web of Science ®Google Scholar
• Marcus, G., & Davis, E. (2019). Rebooting AI: Building Artificial Intelligence we can trust. New York: Pantheon Books.
   Google Scholar
• Mazzucato, M. (2013). The entrepreneurial state. Debunking public vs. private sector myths. London: Anthem Press.
   Google Scholar
• Metzinger, T. (2019). Ethics washing made in Europe. Tagesspiegel, 8 April.
   Google Scholar
• Mittelstadt, B. (2019). Principles alone cannot guarantee ethical AI. Nature Machine Intelligence, 1(11), 501–507.
   Google Scholar
• O’Neill, C. (2016). Weapons of math destruction. How big data increases inequality and threatens democracy. London: Penguin Books.
   Google Scholar
• Pierre, J., & Peters, B. G. (2000). Governance, politics and the state. Houndmills: Macmillan.
   Google Scholar
• Radu, R. (2020). AI governance: National, hybrid, ambiguous. Policy & Society. this issue.
   Google Scholar
• Rein, M., & Schon, D. (1993). Reframing policy discourse. In F. Fischer & J. Forester (Eds.), The argumentative turn in policy analysis and planning (pp. 145–166). London: UCL Press.
   Google Scholar
• Rein, M., & Schon, D. (1996). Frame-critical policy analysis and frame-reflective policy practice. Knowledge and Policy: The International Journal of Knowledge Transfer and Utilization, 9(1), 85–104.
   Google Scholar
• Rotolo, D., Hicks, D., & Martin, B. (2015). What is an emerging technology? Research Policy, 44(10), 1827–1843.
   Web of Science ®Google Scholar
• Stilgoe, J. (2015). Experiment Earth. Responsible innovation in geoengineering. Abingdon: Routledge.
   Google Scholar
• Stilgoe, J. (2020). Who’s driving innovation? New technologies and the collaborative state. Cham: Palgrave Macmillan.
   Google Scholar
• Stilgoe, J., Lock, S., & Wilsdon, J. (2014). Why should we promote public engagement with science? Public Understanding of Science, 23(1), 4–15.
   PubMed Web of Science ®Google Scholar
• Stilgoe, J., Owen, R., & Macnaghten, P. (2013). Developing a framework for responsible innovation. Research Policy, 42(9), 1568–1580.
   Web of Science ®Google Scholar
• Taeihagh, A. (2020). The governance of Artificial Intelligence and Robotics. Policy & Society. this issue.
   Web of Science ®Google Scholar
• Taeihagh, A., & Lim, H. S. M. (2019). Governing autonomous vehicles: Emerging responses for safety, liability, privacy, cybersecurity, and industry risks. Transport Reviews, 39(1), 103–128.
   Web of Science ®Google Scholar
• Tan, S., & Taeihagh, A. (2020). Governing the adoption of robotics and autonomous systems in long-term care in Singapore. Policy & Society, 1–21. this issue. doi:10.1080/14494035.2020.1782627.
   Web of Science ®Google Scholar
• Ulnicane, I. (2021). Artificial Intelligence in the European Union: Policy, ethics and regulation. In T. Hoerber, I. Cabras, & G. Weber (Eds.), Routledge handbook of European integrations. Abingdon: Routledge.
   Google Scholar
• Ulnicane, I., Knight, W., Leach, T., Stahl, B. C., & Wanjiku, W. G. (forthcoming). Governance of Artificial Intelligence: Emerging international trends and policy frames. In M. Tinnirello (Ed.), Global politics of Artificial Intelligence. Boca Raton: CRC Press.
   Google Scholar
• Ulnicane, I., Eke, D. O., Knight, W., Ogoh, G., & Stahl, B. C. (2021). Good governance as a response to discontents? Déjà vu or lessons for AI from other emerging technologies. Interdisciplinary Science Reviews, 46(1). https://doi.org/10.1080/03080188.2020.1840220
   Web of Science ®Google Scholar
• Van Lente, H., Spitters, C., & Peine, A. (2013). Comparing technological hype cycles: Towards a theory. Technological Forecasting and Social Change, 80(8), 1615–1628.
   Web of Science ®Google Scholar
• Vesnic-Alujevic, L., Nascimento, S., & Polvora, A. (2020). Societal and ethical impacts of artificial intelligence: Critical notes on European policy frameworks. Telecommunications Policy, 44(6), 101961.
   Web of Science ®Google Scholar