The silent revolution: artificial intelligence, social justice, and community change
No. 13 (2025-09-16)Author(s)
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Sara Duque RuizUniversidad de AntioquiaORCID iD: https://orcid.org/0009-0003-4182-3986
Abstract
Artificial intelligence (AI) is quietly transforming everyday life in Latin America. From a critical and decolonial perspective, this paper explores how algorithms can both sustain inequalities and promote social justice and community organizing. Two specific cases are examined: Sisbén IV in Colombia, a system that unfairly classified Afro-descendant communities, and the Red Tide Alert community project in Cartagena, where artisanal fishers trained an AI system with low-cost sensors to predict algal blooms and protect their livelihoods. The text argues that data and algorithmic models can reproduce colonial logics, but it also highlights that participatory governance, based on data sovereignty and cognitive justice, can guide AI use toward the common good. Five principles for decolonial and community-based algorithmic ethics are proposed, and the text concludes with a thoughtful call to develop public policies that do not delegate ethics to technology but instead embody it through social participation.
References
Benjamin, R. (2019). Race after technology: Abolitionist tools for the New Jim Code. Polity Press.
Buolamwini, J. y Gebru, T. (2018). Gender shades: Intersectional accuracy disparities in commercial gender classification. Proceedings of Machine Learning Research, 81, 77-91. https://proceedings.mlr.press/v81/buolamwini18a/buolamwini18a.pdf
Castells, M. (2012). Redes de indignación y esperanza: Movimientos sociales en la era de Internet. Alianza Editorial.
Colectivo EtniCidad (2023, 22 de marzo). Carta abierta al DNP sobre sesgos étnicos en el Sisbén IV. https://colectivoetnicidad.org/sisben-iv
Departamento Nacional de Planeación (2023). Resolución 1178: Modificación de variables diferenciales en el Sisbén IV.
de Sousa Santos, B. (2014). Epistemologies of the South: Justice against epistemicide. Routledge.
Dignum, V. (2019). Responsible artificial intelligence: How to develop and use AI in a responsible way. Springer. https://doi.org/10.1007/978-3-030-30371-6
Eubanks, V. (2018). Automating inequality: How high‑tech tools profile, police, and punish the poor. St. Martin’s Press.
Floridi, L. (2023). The ethics of artificial intelligence. Oxford University Press. https://doi.org/10.1093/oso/9780198883098.001.0001
Fraser, N. (2000). Rethinking recognition. New Left Review, 3, 107–120.
Haklay, M. (2013). Citizen science and volunteered geographic information: Overview and typology. En D. Sui, S. Elwood y M. Goodchild (Eds.), Crowdsourcing geographic knowledge (pp. 105–122). Springer. https://doi.org/10.1007/978-94-007-4587-2_7
International Science Council (2025). Artificial intelligence in Latin America: Case study Colombia. International Science Council.
Kukutai, T. y Taylor, J. (Eds.) (2016). Indigenous data sovereignty: Toward an agenda. ANU Press. https://doi.org/10.22459/CAEPR38.11.2016
Milan, S. y Treré, E. (2019). Big data from the South(s): Beyond data universalism. Television & New Media, 20(4), 319–335. https://doi.org/10.1177/1527476419837739
Mignolo, W. D. (2011). The darker side of Western modernity: Global futures, decolonial options. Duke University Press.
Noble, S. U. (2018). Algorithms of oppression: How search engines reinforce racism. NYU Press. https://doi.org/10.2307/j.ctt1pwt9w5
Rainie, S. C., Schultz, J. L., Briggs, E., Riggs, P. y Palmanteer‑Holder, N. L. (2017). Data as strategic resource: Self‑determination and the data challenge for United States Indigenous nations. International Indigenous Policy Journal, 8(2), 1–29. https://doi.org/10.18584/iipj.2017.8.2.1
Ricaurte, P. (2019). Data epistemologies, the coloniality of power, and resistance. Television & New Media, 20(4), 350–365. https://doi.org/10.1177/1527476419831640
Smart, V. (2024). Algorithmic discrimination in Latin American welfare states. Carr Center Discussion Paper 24‑01. Harvard University. https://www.hks.harvard.edu/sites/default/files/2024-08/24_Smart_Final_01.pdf
Stake, R. E. (1995). The art of case study research. Sage Publications.
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