TOWARDS THE ALGORITHMIC BANKING MODEL: REVITALIZING PAULO FREIRE’S CRITICAL PEDAGOGY IN THE ERA OF AI-MEDIATED EDUCATION

Authors

  • Ananya Pramanik Faculty of Education, Banaras Hindu University, India
  • Alka Rani Faculty of Education, Banaras Hindu University, India

DOI:

https://doi.org/10.53806/ijcss.v7i3.1517

Keywords:

AI-mediated Education (Artificial Intelligence), Algorithmic model of education Critical pedagogy, Banking model, Freirean Philosophy, Pedagogical Liberation.

Abstract

The education system worldwide mostly witnessed an aggregate approach considering the generalized demand of public education ignoring the individualized learning need and critical reflection into it. This results in transferring obsolete and static knowledge to the stakeholders making them nugatory depositors in a banking system. Paulo Freire’s groundbreaking theory of oppression in pedagogical approach had justified the notion of banking knowledge system where a dominant institutional ideology holds the power to disburse a conventional approach of curriculum transaction that inhibits the learners to inculcate critical consciousness. This type of education had failed to trigger the critical and reflective inquiry within the learners leading to passive receptors among learners. In the current educational scenario, AI-driven automated learning management system with its capability to produce diverse range content, assessment and data surveillance based predictive analytics revitalizes the banking concepts of knowledge while turning the learners into mere data points creating a new form of oppression and control in educational context. Though there are possible risks associated with it, AI’s enormous prospective to recapitulate the Freire’s philosophy of problem posing education, praxis, conscientization, dialogue practices into fostering critical AI literacy among stakeholders, growing human- AI interaction transforms AI as a tool for pedagogical liberation rather than oppression. This study aimed to propose a revived Freirean framework redefining the possible human-AI partnership in balancing the newly formed algorithmic educational model. A qualitative study of critical hermeneutical interpretation was used to redefine the existing theory to provide subjective meanings within the contexts. This approach simultaneously adjoins and critiques the traditional method to reinterpret newer algorithmic banking model of education in AI-embedded learning environment. This method also tried to elucidate AI’s enormous role in democratizing education with its tendencies towards automated knowledge oppression. This critical interpretative study also highlighted how critical pedagogy can foster a futuristic education where the automated intelligence serves pedagogical liberation centering human learning needs in its core.

References

[1] D. Schugurensky, “The legacy of Paulo Freire: A critical review of his contributions,” Convergence, vol. 31, no. 1, p. 17, 1998.

[2] C. A. Torres and R. A. Morrow, “Paulo Freire, Jürgen Habermas, and critical pedagogy: Implications for comparative education,” Critical Stud. Educ., vol. 39, no. 2, pp. 1–20, 1998.

[3] H. A. Giroux, “Rethinking education as the practice of freedom: Paulo Freire and the promise of critical pedagogy,” Policy Futures Educ., vol. 8, no. 6, pp. 715–721, 2010.

[4] B. M. Nozaleda and B. M. Addun, “The Freirean classroom in the age of artificial intelligence,” Int. Res. J. Multidisciplinary Scope, vol. 7, no. 1, pp. 556–569, 2026.

[5] M. Aquino, “From Freire’s critical pedagogy to the age of artificial intelligence: Continuities, ruptures, and new educational challenges,” Science Insights Educ. Frontiers, vol. 33, no. 2, pp. 5387–5401, 2026.

[6] L. Rahm, “Education, automation and AI: A genealogy of alternative futures,” Learn. Media Technol., vol. 48, no. 1, pp. 6–24, 2023.

[7] N. Zdravkov, “Shaping minds, shaping machines: The quiet revolution of AI in UNESCO’s educational dream,” Ph.D. dissertation, 2025.

[8] A. More, “Navigating the AI epoch: A critical examination of student voice and agency through the lens of Foucault and Freire,” in Ethical AI and Data Science, Auerbach Publications, 2026, pp. 69–84.

[9] A. I. Attwood, “Ethics implications of artificial intelligence for K-12 schools: Combining Dewey’s pragmatism with Freire’s critical lens,” in Human Values, Ethics, and Dignity in the Age of Artificial Intelligence, IGI Global Scientific Publishing, 2025, pp. 191–212

[10] A. Zuin and R. R. de Mello, “Educating with Paulo Freire: Teaching and learning on the digital culture,” Educ. Philosophy Theory, vol. 56, no. 10, pp. 988–998, 2024.

[11] L. Kild?, “Humanising digital language education 5.0 through a Freirean lens,” Acta Paedagogica Vilnensia, no. 54, pp. 157–169, 2025.

[12] A. Farag, L. Greeley, and A. Swindell, “Freire 2.0: Pedagogy of the digitally oppressed,” in Paulo Freire Centennial, Routledge, 2023, pp. 62–75.

[13] P. Quadros, “Artificial intelligence applied to teaching in Brazilian public schools: Emerging disruptive pedagogical theories in convergence with new education ethical postures,” in Artificial Intelligence and Academic Integrity: Navigating Ethical Challenges of AI in Education, Singapore: Springer Nature Singapore, 2026, pp. 83–99.

[14] A. Alm and Y. Watanabe, “Integrating ChatGPT in language education: A Freirean perspective,” Iran. J. Lang. Teach. Res., vol. 11, no. 3 (Special Issue), pp. 19–30, 2023.

[15] T. Sar?, F. Nayir, and A. Bozkurt, “Reimagining education: Bridging artificial intelligence, transhumanism, and critical pedagogy,” J. Educ. Technol. Online Learn., vol. 7, no. 1, pp. 102–115, 2024.

[16] O. Petinova and O. Nesterova, “Philosophical aspects of critical pedagogy of Paulo Freire in the context of students’ academic integrity,” Studia Warmi?skie, vol. 61, pp. 139–156, 2024.

[17] A. A. Abdi, “Freireian and Ubuntu philosophies of education: Onto-epistemological characteristics and pedagogical intersections,” Educ. Philosophy Theory, vol. 54, no. 13, pp. 2286–2296, 2022.

[18] E. Švejdarová, “Dialogical ecopedagogy with generative AI: A postdigital framework for critical thinking and planetary justice in higher education,” Cogent Educ., vol. 13, no. 1, p. 2641850, 2026.

[19] A. Pramanik, Rethinking Critical Pedagogy in Digital Era: Exploring Teacher’s Evolution in the Intersection of Technology, Social Justice and Education. BlueRose Publishers, 2025.

[20] S. S. Aubakirova, M. Z. Kozhamzharova, and R. S. Salimova, “Philosophy of education in the digital age: Transformation of meanings and values,” Bulletin Karaganda Univ. History. Philosophy Series, vol. 11930, no. 3, pp. 230–238, 2025.

[21] J. P. G. Ebron, “Rethinking pedagogy in the age of AI: A Hegelian exploration of generative AI tools and student learning,” 2025.

[22] U. Ö. Baykent, “Rethinking the role of education in the digital age: Philosophical perspectives on technology in modern pedagogy,” Espacio Tiempo y Educacion, vol. 12, no. 1, 2025.

[23] C. Costa and M. Murphy, “Critical education, generative artificial intelligence and the tyranny of freedom: A critique of modern ‘technocracy’,” Technol. Pedagogy Educ., pp. 1–17, 2025.

[24] J. Irwin, Paulo Freire’s Philosophy of Education, 2012.

[25] P. Freire, Pedagogy of the Oppressed, 30th Anniversary ed. New York, NY, USA: Bloomsbury Academic, 2000.

Published

2026-06-15