Information Access of the Oppressed: A Problem-Posing Framework for Envisioning Emancipatory Information Access Platforms

📰 ArXiv cs.AI

Researchers propose a problem-posing framework for creating emancipatory information access platforms inspired by Paulo Freire's theories of emancipatory pedagogy

advanced Published 27 Mar 2026
Action Steps
  1. Identify the sociotechnical concerns in current information access platforms
  2. Apply Paulo Freire's theories of emancipatory pedagogy to reimagine platform design
  3. Develop a problem-posing framework to address authoritarian capture and ensure emancipatory outcomes
  4. Implement and evaluate the framework in real-world information access platforms
Who Needs to Know This

This research benefits AI engineers, data scientists, and social impact-focused product managers who aim to develop inclusive and equitable information access platforms

Key Insight

💡 Emancipatory pedagogy can inform the design of information access platforms that prioritize social justice and equity

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🔓 Emancipatory info access platforms: a new framework inspired by Paulo Freire's pedagogy

Key Takeaways

Researchers propose a problem-posing framework for creating emancipatory information access platforms inspired by Paulo Freire's theories of emancipatory pedagogy

Full Article

Title: Information Access of the Oppressed: A Problem-Posing Framework for Envisioning Emancipatory Information Access Platforms

Abstract:
arXiv:2601.09600v2 Announce Type: replace-cross Abstract: Online information access (IA) platforms are targets of authoritarian capture. We explore the question of how to safeguard our platforms while ensuring 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, confidentiality, transparency,
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