Generative AI in Education

Overview

This field studies how generative AI can assist learners and educators, from tutoring and writing feedback to lesson, quiz, and multimedia creation. Common approaches include retrieval-augmented generation grounded in course materials, pedagogically guided prompts and agents, and personalized support based on learner progress, often with teachers reviewing outputs. Researchers assess these systems through classroom trials, learning and transfer measures, interaction analysis, and benchmarks for pedagogical quality, accuracy, and safety. A central tension is that AI can improve task performance and access to help without necessarily building durable understanding or learner agency, while reliability, bias, privacy, and academic integrity remain open concerns.

Latest papers

CardsList

289 papers13 papers in the last four weeks, down 41% on the four weeks before. 0.1% of all new papers.

  1. Transforming GenAI Policy to Prompting Instruction: An RCT of Scalable Prompting Interventions in a CS1 Course

    Feb 17, 2026Ruiwei Xiao, Runlong Ye, Xinying Hou +4Generative AI in EducationAI Literacy

  2. EduEVAL-DB: A Role-Based Dataset for Pedagogical Risk Evaluation in Educational Explanations

    Feb 17, 2026Javier Irigoyen, Roberto Daza, Aythami Morales +4Explanation EvaluationGenerative AI in Education

  3. Investigating Learner-Aware Design of LLM-Generated Educational Feedback

    Feb 12, 2026Momoka Furuhashi, Kouta Nakayama, Noboru Kawai +3LLM EvaluationPersonalized Learning

  4. LLAMA LIMA: A Living Meta-Analysis on the Effects of Generative AI on Learning Mathematics

    Jan 26, 2026Anselm Strohmaier, Samira Bödefeld, Oliver Straser +1Generative AI in EducationGenerative AI Evaluation

  5. Generative AI Assisted Workflows in Architectural Conceptual Design: Performance, Creative Self-Efficacy, and Cognitive Load

    Jan 15, 2026Yao Xiao, Han Jiang, Rachel Hurley +1Generative AI in EducationHuman-AI Co-Creation

  6. Developing an LLM-Based Feedback System Grounded in Evidence-Centered Design to Support Physics Problem Solving

    Dec 11, 2025Holger Maus, Fabian Kieser, Stefan Petersen +2Educational Feedback GenerationEducational Technology

  7. Towards Synergistic Teacher-AI Interactions with Generative Artificial Intelligence

    Nov 24, 2025Mutlu Cukurova, Wannapon Suraworachet, Qi Zhou +1Generative AI in EducationHuman-AI Interaction

  8. Generative AI performance in core undergraduate mathematics: a curriculum-level case study

    Sep 15, 2025Benjamin J. Walker, Nikoleta Kalaydzhieva, Beatriz Navarro Lameda +1Educational AssessmentGenerative AI in Education

  9. How K-12 Teachers Adapt Generative AI to Local Classroom Demands: Cultural Distance Between GenAI Defaults and Everyday Teaching Practices

    Sep 13, 2025Qing Xiao, Ruiwei Xiao, Hanqi Jane Li +4Generative AI in EducationGenerative AI Adoption

  10. Limits of LLM Text Detectors in Education

    Aug 11, 2025Lukas Gehring, Benjamin Paa\ssenLLM EvaluationAI-Generated Text Detection

  11. InqEduAgent: Adaptive AI Learning Partners with Gaussian Process Augmentation

    Aug 5, 2025Wen-Xi Yang, Tian-Fang Zhao, Guan LiuAI in EducationGenerative AI in Education

  12. ParaStudent: Closing the Sim2Real Gap in User Simulators for AI Tutor Evaluation

    Jul 16, 2025Rose Niousha, Mihran Miroyan, Abigail O'Neill +4Generative AI in EducationUser Simulation

  13. Simulating Student-Tutor Interactions with LLMs for Multilingual Math Feedback

    Jun 5, 2025Junior Cedric Tonga, KV Aditya Srivatsa, Kaushal Kumar Maurya +2Educational Feedback GenerationGenerative AI in Education

  14. Student Perspectives on the Benefits and Risks of AI in Education

    May 4, 2025Griffin Pitts, Viktoria Marcus, Sanaz MotamediAI in EducationGenerative AI in Education

  15. Artificial Intelligence in Sports: Insights from a Quantitative Survey among Sports Students in Germany about their Perceptions, Expectations, and Concerns regarding the Use of AI Tools

    Feb 27, 2025Dennis Kraemer, Anja Bosold, Martin Minarik +2AI in EducationGenerative AI in Education

  16. A Course Intelligence Platform for Higher Education: Lessons from AI-Assisted Course Evaluation

    Nov 3, 2024Bo Yuan, Jiazi Hu, Haimei ZhaoEducational AssessmentGenerative AI in Education

  17. Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise

    Oct 3, 2024Rose E. Wang, Ana T. Ribeiro, Carly D. Robinson +2Educational TechnologyGenerative AI in Education