AI for development: implications for theory and practice

被引:17
作者
Bjola, Corneliu [1 ]
机构
[1] Univ Oxford, Diplomat Studies, Oxford, England
关键词
Artificial Intelligence; SDGs; machine learning; AI4SG; ARTIFICIAL-INTELLIGENCE; UTOPIANISM;
D O I
10.1080/13600818.2021.1960960
中图分类号
F0 [经济学]; F1 [世界各国经济概况、经济史、经济地理]; C [社会科学总论];
学科分类号
0201 ; 020105 ; 03 ; 0303 ;
摘要
The arrival of AI technology promises to add a fascinating new chapter to development theory and practice. Current studies have made good progress in examining the potential contributions of AI to achieving sustainable development goals and addressing challenges in specific development areas (poverty, global health, human rights, environment etc.). However, four lessons stand out when considering the impact of future research on the AI/development nexus: learning how to access and combine data from multiple sources, how to master AI techniques to extract analytical insight, how to build socially impactful AI solutions, and how to apply AI to development in an ethically responsible fashion. This paper makes the argument that AI could radically transform development theory and practice by prompting a rethinking of how data and algorithms come together to generate insights into the way in which development challenges are identified, studied, and managed.
引用
收藏
页码:78 / 90
页数:13
相关论文
共 69 条
[51]  
Redman T.C., 2018, Harvard Business Review
[52]  
Reinsel D., Data Age 2025: The Evolution of Data to Life-Critical, V2018
[53]  
Rigol M., 2016, PHYS REV LETT, V353, P1547, DOI [10.1126/science.aah5776, DOI 10.1126/SCIENCE.AAH5776]
[54]   The potential of emergent disruptive technologies for humanitarian supply chains: the integration of blockchain, Artificial Intelligence and 3D printing [J].
Rodriguez-Espindola, Oscar ;
Chowdhury, Soumyadeb ;
Beltagui, Ahmad ;
Albores, Pavel .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2020, 58 (15) :4610-4630
[55]  
Russell Stuart J., 2009, ARTIF INTELL
[56]   Blockchain for AI: Review and Open Research Challenges [J].
Salah, Khaled ;
Rehman, M. Habib Ur ;
Nizamuddin, Nishara ;
Al-Fuqaha, Ala .
IEEE ACCESS, 2019, 7 :10127-10149
[57]  
Scholte JA, 2017, FORUM DEV STUD, V44, P1, DOI 10.1080/08039410.2017.1275843
[58]  
Schwab K., 2017, 4 IND REVOLUTION
[59]   Mapping poverty using mobile phone and satellite data [J].
Steele, Jessica E. ;
Sundsoy, Pal Roe ;
Pezzulo, Carla ;
Alegana, Victor A. ;
Bird, Tomas J. ;
Blumenstock, Joshua ;
Bjelland, Johannes ;
Engo-Monsen, Kenth ;
de Montjoye, Yves-Alexandre ;
Iqbal, Asif M. ;
Hadiuzzaman, Khandakar N. ;
Lu, Xin ;
Wetter, Erik ;
Tatem, Andrew J. ;
Bengtsson, Linus .
JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2017, 14 (127)
[60]  
Stein AL, 2020, YALE J REGUL, V37, P890