Overview

AI in Education develops and evaluates tools such as intelligent tutoring systems, knowledge tracing, adaptive feedback, and large language model tutors grounded in course materials. These systems aim to personalize instruction, assist teachers with tasks like feedback and grading, and expand access to learning support. Researchers assess them through classroom studies, subject-specific benchmarks, learning-outcome measures, and audits of accuracy, bias, privacy, and accessibility. A central tension is that AI can improve performance during assisted tasks without necessarily building durable, independent skills, so effective use depends on pedagogy, human oversight, and evidence from real learning settings.

Latest papers

CardsList

265 papers15 papers in the last four weeks, down 42% on the four weeks before. 0.1% of all new papers.

  1. Agentic University: Collaborative Agents for Personalized Learning

    Oct 29, 2026Jingru Fan, Tianle Zhou, Yunjie Zhou +10Personalized LearningAI in Education

  2. AI Cosmos: An Agentic Infra for Situated Learning

    Oct 29, 2026AI Cosmos Team, Jinfeng Zhou, Yuxuan Chen +32AI in EducationMulti-Agent LLMs

  3. Data Provenance and Ethics in the Curricula of U.S. Health AI Education Programs

    Oct 29, 2026Raffaele Giancotti, Francesca Santucci, Amama Anjum +5Data ProvenanceAI Ethics

  4. TutorCaseBench: A Case-Grounded Benchmark for Evaluating LLM Tutors in Supporting Students with Challenging Behaviors

    Oct 22, 2026Yeon Su Park, Chanyoung Park, Tae Soo Kim +5AI in EducationLLM Evaluation

  5. Multi-sourced AI Tutor for Non-Native English Speaker Students

    Oct 15, 2026Yiyin Shen, Xinyi Ai, Weibing Wang +2Intelligent Tutoring SystemsAI in Education

  6. HACHIMI-II: From Role-Play to Learner Behavior Modeling for Faithful Student Simulation

    Oct 14, 2026Yilin Jiang, Fei Tan, Xuanyu Yin +2User SimulationAI in Education

  7. RegulaTutor: A Theory-Informed Framework for Long-Term Personalized Learning

    Oct 9, 2026Yonggang Li, Boqian Han, Rui Sheng +2Self-Regulated LearningPersonalized Learning

  8. How assigned AI use before class shapes active student engagement in class

    Oct 7, 2026Dan J. Wang, Neelam Modi Jain, Vanessa Burbano +5AI in EducationHuman-AI Interaction

  9. TutorLoop: Regulating Student Learning Behaviors via Sensor-in-the-Loop Generative Feedback

    Oct 7, 2026Songlin Xu, Xinyu ZhangIntelligent Tutoring SystemsAI in Education

  10. Sherpa: Teaching LLMs to Teach Adaptively

    Oct 6, 2026Weixian Xu, Yanzhe Zhang, Zora Zhiruo Wang +2RL for Language ModelsIntelligent Tutoring Systems

  11. Agreement Is Not Validity: Cross-Model LLM Consensus in Diagnosing Student Failure Modes in K-12 Math Tutoring Dialogue

    Oct 6, 2026Clayton Cohn, Joyce Fonteles, Kirk Vanacore +5LLM EvaluationLLM-Assisted Annotation

  12. CLARA: Can AI Assess Developmental Appropriateness in Children's Stories?

    Oct 5, 2026Sijing Yin, Zirui Wang, Qian Liu +1AI in Education

  13. DICE: Decoupling Capability from Intervention Necessity in LLM Tutoring

    Oct 4, 2026Sayantan Pal, Kaiyi Ji, Rohini K. SrihariIntelligent Tutoring SystemsAI in Education

  14. SRJudge: Empowering Large Language Models with Selective Reasoning for Fine-Grained Knowledge Concept Tagging

    Sep 29, 2026Zhiwei Yang, Jiahua Yang, Huiru Lin +2RL for Language Model ReasoningAI in Education

  15. Adapting for AI: How elementary teachers adjust their practices for an AI-integrated curriculum

    Sep 25, 2026Fasika Melese, Ruiyang Wu, Xinyue Cui +4AI in EducationEducational Technology

  16. DeepEdu-v1: Efficient and Scalable Agentic LLMs for Vietnamese Education

    Sep 25, 2026Quang Nguyen, Hieu Nguyen, Hien Hoang +3Intelligent Tutoring SystemsGenerative AI in Education

  17. EduBehaviors: Assertion-based Schemas for Auditable Coding of Educational Dialogues

    Sep 22, 2026Julian Bernado, Ana Trindade Ribeiro, Xander Beberman +1LLM-Assisted AnnotationAI in Education

  18. How Children Design and Reason about Trustworthy AI Chatbots

    Sep 21, 2026Deniz Ozturk, Jiayu Li, Daksh Pratap Singh +9AI in EducationAI Literacy

  19. A Lean and Spec-Driven AI-Assisted Software Development Lifecycle for Applied AI Education: The AI-SDLC Approach

    Sep 21, 2026Andreas Martin, Sandro SchwanderAI-Assisted Software DevelopmentSoftware Engineering

  20. From Content Generation to Learning Support: Pedagogy-Guided Generative Video Tutors for STEM Learning

    Sep 21, 2026Xinchen Ma, Shuimu Wang, Gaole He +4Intelligent Tutoring SystemsAI in Education

  21. From Research Frontier to Laboratory Bench: Design of a Four-Tier Experimental Teaching System for Multimodal Medical Image Intelligent Diagnosis

    Sep 19, 2026Dongjing Shan, Yamei Luo, Jin Li +1AI in Education

  22. Edustories: A Collection of Real-world Case Studies from Classroom Practices

    Sep 17, 2026Michal Štefánik, Jan Nehyba, Jirina Karasova +4AI in EducationEducational Data Mining

  23. Designing Against Deskilling: Metacognitive Feedback Reduces Cognitive Offloading to LLM Assistants

    Sep 17, 2026Sebastian Maier, Kai Schwabe, Manuel Schneider +1AI in EducationHuman-AI Decision Making