Information Access of the Oppressed: Freirean Design for Emancipatory Information Access
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Abstract (arXiv)
Online information access (IA) platforms are targets of authoritarian capture. We explore the question of how to safeguard our platforms and ensure emancipatory outcomes through the lens of Paulo Freire's theories of emancipatory pedagogy. Freire's theories provide a radically different lens for exploring IA's sociotechnical concerns relative to the current dominating frames of fairness, accountability, and transparency. We make explicit, with the intention to challenge, the technologist-user dichotomy in IA platform development that mirrors the teacher-student relation in Freire's analysis. By extending Freire's analysis to IA, we critique the technologists-as-liberator frame where it is the burden of (altruistic) technologists to mitigate the risks of emerging technologies for marginalized communities. Instead, we advocate for Freirean Design whose goal is to structurally expose the platform for co-option and co-construction by community members in aid of their emancipatory struggles.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 12 of its 166 references that are in the map. First posted on arXiv 14 Jan 2026.
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12 of 166 references.
References · 12
- 2022Power to the People? Opportunities and Challenges for Participatory AIcited by 137
- 2020Participation is not a Design Fix for Machine Learningcited by 110
- 2020Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligencecited by 100
- 2023Artificial Influence: An Analysis Of AI-Driven Persuasioncited by 31
- 2024A Mechanism-Based Approach to Mitigating Harms from Persuasive Generative AIcited by 31
- 2021Stakeholder Participation in AI: Beyond "Add Diverse Stakeholders and Stir"cited by 26
- 2020Recommenders with a mission: assessing diversity in newsrecommendationscited by 15
- 2019Human-Computer Insurrection: Notes on an Anarchist HCIcited by 7
- 2024Sociotechnical Implications of Generative Artificial Intelligence for Information Accesscited by 6
- 2024Search and Society: Reimagining Information Access for Radical Futurescited by 4
- 2025Recommending With, Not For: Co-Designing Recommender Systems for Social Goodcited by 4
- 2021Towards an Abolitionist AI: the role of Historically Black Colleges and Universitiescited by 1
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