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Critical Pedagogy

● high · created 2026-08-16 · updated 2026-08-16 · critical-pedagogy, equity, critical-thinking, ai-literacy, feminist, social-justice, agency, ethics, reducing-ai-misuse

Critical Pedagogy — an educational approach, rooted in the work of Paulo Freire and later critical theorists such as Henry Giroux, that treats teaching and learning as inherently political acts. Rather than merely transmitting skills or knowledge, critical pedagogy asks who benefits from education, whose knowledge is privileged, and how schooling reproduces or resists systems of power and oppression. In AI-in-education, critical pedagogy interrogates the corporate and capitalist logics shaping AI adoption, centers the voices and epistemologies of marginalized communities, and treats AI literacy as a practice of resistance and social transformation rather than mere technical competence.

Critical pedagogy is distinct from Critical Thinking. Critical thinking is a cognitive skill — evaluating arguments, questioning assumptions, and reasoning carefully — that can be practiced within almost any framework. Critical pedagogy, by contrast, is a political and ethical stance that connects those skills to questions of power, justice, equity, and social transformation. The wiki treats them as related but distinct concepts: critical thinking asks "is this reasoning sound?", while critical pedagogy asks "who does this education serve, and whose knowledge counts?".

Critical pedagogy and AI in education

AI in education raises sharp questions for critical pedagogy, and the wiki documents several strands:

  • Critique of the "AI colonization" of education. Critical and feminist scholars argue that generative AI is reshaping education in ways that repeat patterns of colonial exploitation and extraction — of data, labor, and natural resources — enriching the powerful at the expense of marginalized communities.^Avraamidou AI Colonization Science Education This framing rejects the "techno-utopia" narrative that presents AI as a neutral silver bullet.
  • Feminist and justice-centered AI. A feminist approach to AI prioritizes justice over profit, asks critical questions about the nature and ownership of knowledge, who benefits from AI, and who is accountable when systems fail. It calls for critical AI literacy framed within feminist pedagogies.^Avraamidou AI Colonization Science Education
  • Resisting AI as a critical literacy practice. Critical AI Literacy (CAIL) can encompass "resisting AI" — a stance that refuses the inevitability and techsolutionism of dominant discourse, and instead cultivates collective Agency through dialogic, collaborative pedagogies that imagine alternative futures.^Li Mroziak Reorienting Critical AI Literacy
  • Redistributing epistemic authority. Community-based AI learning grounds AI engagement in learners' lived and community epistemologies, challenging the positioning of AI systems as authoritative knowledge sources.^Ojeda Ramirez Community Based AI Learning This involves epistemic fine-tuning, redistribution of authority, and situated discernment.
  • Situated and cultural-historical ethics. Critical approaches also argue that AI ethics in education must be situated — grounded in cultural-historical and ecological context rather than abstract principles.^Raffaghelli Situated AI Ethics 2026

The role of the educator

Under critical pedagogy, educators are not neutral transmitters of AI skills but critical interlocutors and facilitators who help learners interrogate the politics of AI. This connects to the wiki's Teacher Role and AI Literacy concepts, and to the broader concern with Equity In AI Education and Reducing AI Misuse. The educator's task is to cultivate spaces where communities can collectively question, appropriate, or refuse AI — keeping education a site of imagination and social transformation.

Connected Concepts

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