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The role of artificial intelligence in achieving the Sustainable Development Goals
Ricardo Vinuesa, Hossein Azizpour, Iolanda Leite and 7 more
Nature Communications · 2020 · Review · CC BY
doi:10.1038/s41467-019-14108-y
Abstract
The emergence of artificial intelligence (AI) and its progressively wider impact on many sectors requires an assessment of its effect on the achievement of the Sustainable Development Goals. Using a consensus-based expert elicitation process, we find that AI can enable the accomplishment of 134 targets across all the goals, but it may also inhibit 59 targets. However, current research foci overlook important aspects. The fast development of AI needs to be supported by the necessary regulatory insight and oversight for AI-based technologies to enable sustainable development. Failure to do so could result in gaps in transparency, safety, and ethical standards.
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Read at PubMed CentralReferences 70
- 1.
Acemoglu, D. & Restrepo, P. Artificial Intelligence, Automation, and Work. NBER Working Paper No. 24196 (National Bereau of Economic Research, 2018).
Not in our library
- 2.
Bolukbasi T, Chang K-W, Zou J, Saligrama V, Kalai A. Man is to computer programmer as woman is to homemaker? Debiasing word embeddings. Adv. Neural Inf. Process. Syst. 2016;29:4349-4357.
Not in our library
- 3.
Norouzzadeh Mohammad Sadegh, Nguyen Anh, Kosmala Margaret, Swanson Alexandra, Palmer Meredith S., Packer Craig, Clune Jeff. Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning. Proceedings of the National Academy of Sciences. 2018;115(25):E5716-E5725.
Not in our library10.1073/pnas.1719367115
- 4.
Tegmark, M. Life 3.0: Being Human in the Age of Artificial Intelligence (Random House Audio Publishing Group, 2017).
Not in our library
- 5.
Jean N, et al. Combining satellite imagery and machine learning to predict poverty. Science (80-.). 2016;353:790-794.
Not in our library10.1126/science.aaf7894
- 6.
Courtland R. Bias detectives: the researchers striving to make algorithms fair. Nature. 2018;558:357-360.
Not in our library10.1038/d41586-018-05469-3
- 7.
UN General Assembly (UNGA). A/RES/70/1Transforming our world: the 2030 Agenda for Sustainable Development. Resolut. 2015;25:1-35.
Not in our library
- 8.
Fuso Nerini Francesco, Tomei Julia, To Long Seng, Bisaga Iwona, Parikh Priti, Black Mairi, Borrion Aiduan, Spataru Catalina, Castán Broto Vanesa, Anandarajah Gabrial, Milligan Ben, Mulugetta Yacob. Mapping synergies and trade-offs between energy and the Sustainable Development Goals. Nature Energy. 2017;3(1):10-15.
Not in our library10.1038/s41560-017-0036-5
- 9.
Fuso Nerini Francesco, Sovacool Benjamin, Hughes Nick, Cozzi Laura, Cosgrave Ellie, Howells Mark, Tavoni Massimo, Tomei Julia, Zerriffi Hisham, Milligan Ben. Connecting climate action with other Sustainable Development Goals. Nature Sustainability. 2019;2(8):674-680.
Not in our library10.1038/s41893-019-0334-y
- 10.
Fuso Nerini Francesco. Shore up support for climate action using SDGs. Nature. 2018;557(7703):31-31.
Not in our library10.1038/d41586-018-05007-1
- 11.
United Nations Economic and Social Council. Sustainable Development (United Nations Economic and Social Council, 2019).
Not in our library
- 12.
Stockholm Resilience Centre’s (SRC) contribution to the 2016 Swedish 2030 Agenda HLPF report (Stockholm University, 2017).
Not in our library
- 13.
International Energy Agency. Digitalization & Energy (International Energy Agency, 2017).
Not in our library
- 14.
Fuso Nerini Francesco, Slob Adriaan, Engström Rebecka Ericsdotter, Trutnevyte Evelina. A Research and Innovation Agenda for Zero-Emission European Cities. Sustainability. 2019;11(6):1692.
Not in our library10.3390/su11061692
- 15.
Jones N. How to stop data centres from gobbling up the world’s electricity. Nature. 2018;561:163-166.
Not in our library10.1038/d41586-018-06610-y
- 16.
Truby J. Decarbonizing Bitcoin: law and policy choices for reducing the energy consumption of Blockchain technologies and digital currencies. Energy Res. Soc. Sci. 2018;44:399-410.
Not in our library10.1016/j.erss.2018.06.009
- 17.
Karnama Ahmad, Haghighi Ehsan Bitaraf, Vinuesa Ricardo. Organic data centers: A sustainable solution for computing facilities. Results in Engineering. 2019;4:100063.
Not in our library10.1016/j.rineng.2019.100063
- 18.
Raissi, M., Perdikaris, P. & Karniadakis, G. E. Physics informed deep learning (part I): data-driven solutions of nonlinear partial differential equations. arXiv:1711.10561 (2017).
Not in our library
- 19.
Nagano, A. Economic growth and automation risks in developing countries due to the transition toward digital modernity. Proc. 11th International Conference on Theory and Practice of Electronic Governance—ICEGOV ’18 (2018). 10.1145/3209415.3209442
Not in our library
- 20.
Helbing D, Pournaras E. Society: build digital democracy. Nature. 2015;527:33-34.
Not in our library10.1038/527033a
- 21.
Helbing Dirk, Frey Bruno S., Gigerenzer Gerd, Hafen Ernst, Hagner Michael, Hofstetter Yvonne, van den Hoven Jeroen, Zicari Roberto V., Zwitter Andrej. Will Democracy Survive Big Data and Artificial Intelligence? Towards Digital Enlightenment. 2018;73-98.
Not in our library
- 22.
Nagler Jan, van den Hoven Jeroen, Helbing Dirk. An Extension of Asimov’s Robotics Laws. Towards Digital Enlightenment. 2018;41-46.
Not in our library
- 23.
Wegren SK. The “left behind”: smallholders in contemporary Russian agriculture. J. Agrar. Chang. 2018;18:913-925.
Not in our library10.1111/joac.12279
- 24.
NSF - National Science Foundation. Women and Minorities in the S&E Workforce (NSF - National Science Foundation, 2018).
Not in our library
- 25.
Helbing, D. The automation of society is next how to survive the digital revolution; version 1.0 (Createspace, 2015).
Not in our library
- 26.
Cockburn, I., Henderson, R. & Stern, S. The Impact of Artificial Intelligence on Innovation (NBER, 2018). 10.3386/w24449
Not in our library
- 27.
Seo Y, Kim S, Kisi O, Singh VP. Daily water level forecasting using wavelet decomposition and artificial intelligence techniques. J. Hydrol. 2015;520:224-243.
Not in our library10.1016/j.jhydrol.2014.11.050
- 28.
Adeli, H. & Jiang, X. Intelligent Infrastructure: Neural Networks, Wavelets, and Chaos Theory for Intelligent Transportation Systems and Smart Structures (CRC Press, 2008).
Not in our library
- 29.
Nunes I, Jannach D. A systematic review and taxonomy of explanations in decision support and recommender systems. Use. Model Use. Adapt Interact. 2017;27:393-444.
Not in our library10.1007/s11257-017-9195-0
- 30.
Bissio, R. Vector of hope, source of fear. Spotlight Sustain. Dev. 77–86 (2018).
Not in our library
- 31.
Brynjolfsson, E. & McAfee, A. The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies (W. W. Norton & Company, 2014).
Not in our library
- 32.
Dobbs, R. et al. Poorer Than Their Parents? Flat or Falling Incomes in Advanced Economies (McKinsey Global Institute, 2016).
Not in our library
- 33.
Francescato D. Globalization, artificial intelligence, social networks and political polarization: new challenges for community psychologists. Commun. Psychol. Glob. Perspect. 2018;4:20-41.
Not in our library
- 34.
Saam, N. J. & Harrer, A. Simulating norms, social inequality, and functional change in artificial societies. J. Artificial Soc.Social Simul. 2 (1999).
Not in our library
- 35.
Dalenberg DJ. Preventing discrimination in the automated targeting of job advertisements. Comput. Law Secur. Rev. 2018;34:615-627.
Not in our library10.1016/j.clsr.2017.11.009
- 36.
World Economic Forum (WEF). Fourth Industrial Revolution for the Earth Series Harnessing Artificial Intelligence for the Earth (World Economic Forum, 2018).
Not in our library
- 37.
Vinuesa, R., Fdez. De Arévalo, L., Luna, M. & Cachafeiro, H. Simulations and experiments of heat loss from a parabolic trough absorber tube over a range of pressures and gas compositions in the vacuum chamber. J. Renew. Sustain. Energy8 (2016).
Not in our library
- 38.
Keramitsoglou I, Cartalis C, Kiranoudis CT. Automatic identification of oil spills on satellite images. Environ. Model. Softw. 2006;21:640-652.
Not in our library10.1016/j.envsoft.2004.11.010
- 39.
Mohamadi A, Heidarizadi Z, Nourollahi H. Assessing the desertification trend using neural network classification and object-oriented techniques. J. Fac. Istanb. Univ. 2016;66:683-690.
Not in our library
- 40.
Kwok R. AI empowers conservation biology. Nature. 2019;567:133-134.
Not in our library10.1038/d41586-019-00746-1
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