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Can AI help beat poverty? Researchers test ways to aid the poorest people

Illustration: Barbara Gibson
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Nature 638, 878-880 (2025)
doi: https://doi.org/10.1038/d41586-025-00565-7
References
Lawson, C., Koudeka, M., Cárdenas Martínez, A. L., Alberro Encinas, L. I. & Karippacheril, T. G. Novissi Togo: Harnessing Artificial Intelligence to Deliver Shock-Responsive Social Protection (World Bank, 2023).
World Bank. Poverty, Prosperity, and Planet Report 2024: Pathways Out of the Polycrisis (World Bank, 2024).
Alkire, S. & Foster, J. OPHI Working Paper 07 (Univ. Oxford, 2008).
Pu, C. J. et al. Proc. Natl Acad. Sci. USA 121, e2316730121 (2024).
Jean, N. et al. Science 353, 790–794 (2016).
Yeh, C. et al. Nature Commun. 11, 2583 (2020).
Blumenstock, J., Cadamuro, G. & On, R. Science 350, 1073–1076 (2015).
Chi, G., Fang, H., Chatterjee, S. & Blumenstock, J. E. Proc. Natl Acad. Sci. USA 119, e2113658119 (2022).
Aiken, E., Bellue, S., Karlan, D., Udry, C. & Blumenstock, J. E. Nature 603, 864–70 (2022).