THE RIGHT OF PEDAGOGICAL VETO: DEVELOPING CRITICAL REFLECTION SKILLS IN FUTURE TEACHERS WHEN WORKING WITH GENERATIVE ARTIFICIAL INTELLIGENCE 'HALLUCINATIONS'

Received: 2026-07-13 18:09:08

Published: 2026-04-18

Abstract

The rapid integration of large language models (LLM) into pedagogical practice highlights the problem of critical assessment of machine-generated content by future teachers. This article presents the results of a quasi-experimental study aimed at developing a reflective-personal mechanism in educators working with generative AI tools. Based on the author's platform 'Lesson and Task Generator', the effectiveness of the peer-review methodology and professional reflective journals (RJS-2024) has been proven. The study demonstrates that controlled exposure of future teachers to AI 'hallucinations' is a powerful catalyst for developing their professional expertise and responsibility.

List of references

  1. Mollick E. Co-intelligence: Living and Working with AI. — New York: Portfolio/Penguin, 2024.— 272 p.

  2. Bender E.M., Gebru T., McMillan-Major A., Shmitchell S. On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? // Proceedings of FAccT'21. — New York: ACM, 2021. — P. 610–623.

  3. Kasneci E., Seßler K., Küchemann S. et al. ChatGPT for Good? On Opportunities and Challenges of Large Language Models for Education // Learning and Individual Differences. — 2023. — Vol. 103. —P. 102274.

  4. Розов Н.Х. Искусственный интеллект в высшей школе: вызовы и перспективы // Вестник Московского университета. Сер. 20. — 2023.— № 2. — С. 3–19.

  5. Исаева Т.Е. Компетентностный подход к подготовке педагогических кадров в условиях цифровой трансформации // Высшее образование в России. — 2022. — Т. 31, № 3. — С. 22–34.

  6. Жумаева З.Ш. (2024). ХУДОЖЕСТВЕННЫЕ ОСОБЕННОСТИ РАССКАЗОВ А.П.ЧЕХОВА. Экономика и социум, (6-1 (121)), 1129-1132.Жумаева З.Ш. (2024). ХУДОЖЕСТВЕННЫЕ ОСОБЕННОСТИ РАССКАЗОВ А.П.ЧЕХОВА. Экономика и социум, (6-1 (121)), 1129-1132.

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How to Cite

[1]
Xasanov Z.Sh. tran. 2026. THE RIGHT OF PEDAGOGICAL VETO: DEVELOPING CRITICAL REFLECTION SKILLS IN FUTURE TEACHERS WHEN WORKING WITH GENERATIVE ARTIFICIAL INTELLIGENCE ’HALLUCINATIONS’. Uzbekistan Open Conference. 1 (Apr. 2026), 141–144. DOI:https://doi.org/10.57033/.

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