Journal — AI in Education Wiki

● "EduZone: A Framework for Evaluating LLM Safety for K-12 Students and Teachers" raw/papers/2608.02024.md

● "Bridging Artificial Intelligence and Power Systems Education Using a Hands-On Executable Framework" raw/papers/2608.02599.md

ai-education stem-education curriculum-design open-source professional-training

● "Comparative Validation of GPT-4o-mini and Teacher Mean Scores for Automated Scoring of Music Analysis Responses: Single-Pass Deployment, Repeatability, and Strategy-Specific Bias" raw/papers/2608.01783.md

automated-grading llm assessment-validity higher-ed ai-ed-evaluation

● "Rethinking Generative AI Literacy: An Integrative, Developmental, and Dialectical Framework for K-12 Teacher Education" raw/papers/2608.01705.md

ai-literacy generative-ai k-12 teacher-role educational-theory

● 'Access is Not Enough: Human Support Improves Engagement with AI Tutoring' raw/papers/access-not-enough-ai-tutoring-2026.md

intelligent-tutoring equity engagement-metrics k-12 ai-literacy student-experience rct

● The agency gap in AI-supported writing: how reactive and proactive agent designs shape multimodal reasoning raw/papers/caeai-2026-agency-gap-ai-writing.md

generative-ai ai-literacy writing-education higher-ed agentic-ai equity student-experience

● 'Agentic AI and Pedagogical Best Practice: The Tension Between Automation and Learning' raw/papers/agentic-ai-pedagogical-best-practice-2026.md

agentic-ai educational-theory scaffolding formative-assessment metacognition human-in-the-loop

● Agreement Is Not Quality: Blind Expert Verification of Human and LLM Qualitative Coding When Human Consensus Is Not Ground Truth raw/papers/2607.28890.md

llm qualitative-research k-12 teacher-role ai-ed-evaluation equity research-methods

● 'From Planning to Revision: How AI Writing Support at Different Stages Alters Ownership' raw/papers/ai-writing-support-stage-ownership-2026.md

writing-education student-experience ai-generated-content metacognition generative-ai

● From authentic products to authenticated processes: authentic assessment in AI-rich higher education raw/papers/authentic-products-authenticated-processes-2026.md

authentic-assessment assessment assessment-validity ai-ed-evaluation generative-ai academic-integrity higher-ed

● 'Beyond Detection: redesigning authentic assessment in an AI-mediated world' raw/papers/beyond-detection-authentic-assessment-ai-2025.md

authentic-assessment ai-detection academic-integrity assessment generative-ai higher-ed

● The care-full craft of feedback in an age of generative AI raw/papers/tandf-2026-care-full-feedback-genai.md

generative-ai feedback-loop higher-ed educational-theory equity teacher-role

● Students' engagement with ChatGPT feedback: implications for student feedback literacy in the context of generative artificial intelligence raw/papers/tandf-2026-chatgpt-feedback-engagement.md

generative-ai feedback-loop student-experience higher-ed ai-literacy language-learning over-reliance

● The Tragedy of the Cognitive Commons: How AI Could Disrupt the Regeneration of Professional Expertise raw/papers/2607.29380.md

generative-ai professional-training educational-theory cognitive-offloading lifelong-learning over-reliance policy-maker

● ConnectED: A Curriculum-Aligned AI System for Vietnamese Instructional Lesson Planning and Student Learning raw/papers/2607.28647.md

llm generative-ai k-12 curriculum-design teacher-role global-south ai-generated-content

● CoTAL: Human-in-the-Loop Prompt Engineering for Generalizable Formative Assessment Scoring and Feedback raw/papers/cotal-formative-assessment-scoring-2026.md

formative-assessment automated-grading human-in-the-loop prompt-engineering benchmark ai-ed-evaluation

● GenAI Knowledge, Epistemic Orientation, and Intellectual Values Predict Undergraduate Students' Critical GenAI Use raw/papers/mdpi-2026-critical-genai-use-predictors.md

ai-literacy higher-ed student-experience over-reliance educational-theory

● 'Feedback futures: beyond the limits of human and GenAI capacities' raw/papers/tandf-2026-feedback-futures-genai.md

generative-ai feedback-loop higher-ed ai-literacy educational-theory equity

● Generative AI Can Harm Teaching raw/papers/genai-can-harm-teaching-rct-2026.md

faculty-development teacher-role generative-ai k-12 student-experience cognitive-offloading over-reliance rct

● Unanticipated Effects of Generative AI on Expertise Pathways and Performance Perception in System Administration raw/papers/2607.28650.md

generative-ai professional-training cognitive-offloading over-reliance lifelong-learning human-in-the-loop

● Comparing Generative AI and teacher feedback: student perceptions of usefulness and trustworthiness raw/papers/tandf-2026-genai-teacher-feedback-comparison.md

generative-ai feedback-loop student-experience higher-ed ai-literacy engagement-metrics

● Human-LLM Collaborative Inductive Coding for Conceptualizing K-12 Educator AI Use raw/papers/2607.28889.md

llm qualitative-research k-12 teacher-role ai-ed-evaluation generative-ai research-methods

● Hypergamigication Through Integrating Game Engines and Learning Management Systems: Ender's Game raw/papers/2607.29300.md

edtech-platform active-learning engagement-metrics blended-learning k-12

● Measuring Cognitive Engagement in Collaborative Discourse with an Extended ICAP Framework: Comparing Human Annotation, In-Context Learning, and Reflective LLM Agents raw/papers/2607.28651.md

llm collaborative-learning learning-analytics student-ai-interaction nlp-education collaborative-ai-tutoring

● 'Enhancing learner-centered feedback with AI: teachers'' practices and perceptions' raw/papers/tandf-2026-learner-centered-feedback-ai.md

generative-ai feedback-loop teacher-role higher-ed faculty-development scaffolding

● 'Let''s Chat: Leveraging Chatbot Outreach for Improved Course Performance' raw/papers/lets-chat-chatbot-outreach-2026.md

higher-ed student-experience generative-ai engagement-metrics rct

● To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions raw/papers/2607.28643.md

llm collaborative-learning student-ai-interaction engagement-metrics nlp-education human-in-the-loop

● 'Responsible Assessment in the AI Era: Key Insights from a Future-Focused Conference' raw/papers/responsible-assessment-ai-era-stanford-2026.md

assessment assessment-validity formative-assessment generative-ai ai-ed-evaluation educational-theory equity human-in-the-loop

● 'SAVVY: Student Attention Visualization for Video-based Learning Analysis' raw/papers/2607.29413.md

learning-analytics multimodal student-experience engagement-metrics higher-ed edtech-platform

● Scaffolding Critical Engagement with GenAI: Transforming Ethnic Minority Preparatory Students' Collaborative Discourse in Prompt Engineering Tasks raw/papers/2607.28630.md

generative-ai scaffolding equity multilingual-learning prompt-engineering ai-literacy k-12

● The Theoretical Foundation of Socratic Tests: Dynamic, Multimodal, Conversational Examinations raw/papers/2607.29624.md

llm generative-ai assessment automated-grading assessment-validity scaffolding educational-theory

● Advancing diagram-based reasoning in AI tutoring systems: a structural approach for STEM education raw/papers/sle-2026-structrag-diagram-reasoning.md

intelligent-tutoring stem-education llm generative-ai automated-grading feedback-loop scaffolding

● Structured AI Demonstrations and Student LLM Use in Engineering Mechanics: Study Design and Preliminary Results raw/papers/2607.28710.md

llm stem-education higher-ed student-experience teacher-role scaffolding efficacy-study

● Sycophantic AI makes human interaction feel more effortful and less satisfying over time raw/papers/sycophantic-ai-social-interaction-2026.md

affective-computing student-ai-interaction over-reliance ethics generative-ai

● 'Trust and Reliance on AI in Education: AI Literacy and Need for Cognition as Moderators' raw/papers/trust-reliance-ai-education-2026.md

ai-literacy over-reliance cs-education student-ai-interaction metacognition

● AI literacy-related domains and AI-TPACK readiness among preservice mathematics teachers: A factor-informed structural equation modelling study "raw/papers/caeai-ai-tpack-math.md"

ai-literacy higher-ed stem-education faculty-development

● Artificial intelligence in vocational education and training: A systematic review of educational purposes, theoretical conceptualizations, and empirical effectiveness "raw/papers/caeai-ai-vet-review.md"

professional-training efficacy-study intelligent-tutoring generative-ai adaptive-learning

● Conversational AI as a catalyst for informal learning: An empirical large-scale study on LLM use in everyday learning "raw/papers/caeai-conversational-ai-informal.md"

generative-ai informal-learning llm lifelong-learning student-experience

● Fair and explainable educational recommendations with a hybrid Graph-GRU framework "raw/papers/caeai-fair-recommendations.md"

ai-education bias-mitigation learning-analytics personalized-learning

● Generative AI (GenAI) as a mindtool that supports generative learning (GL) "raw/papers/caeai-genai-mindtool.md"

educational-theory generative-ai higher-ed instructional-design scaffolding

● GenAI as a runaway object in higher education: A socio-cultural view on AI-influenced academic practice in mathematics "raw/papers/caeai-genai-runaway-object.md"

generative-ai higher-ed stem-education faculty-development educational-theory

● Human-AI collaboration in higher education: Exploring the impact of technology expectations and distrust "raw/papers/caeai-human-ai-collab-trust.md"

human-in-the-loop generative-ai higher-ed student-experience

● Comparing human and LLM ordered coding of qualitative data: How coding differences cascade through temporal analysis "raw/papers/caeai-human-llm-coding.md"

automated-grading educational-theory ground-truth-reliability-aied learning-analytics llm

● Balancing AI responsibility with privacy, safety, and utility: Unlearning in large language models for mathematics education "raw/papers/caeai-llm-unlearning-math.md"

llm privacy k-12 pedagogical-safety intelligent-tutoring

● Fostering machine learning literacy in senior primary education: Evaluating a structured pedagogical course design "raw/papers/caeai-ml-literacy-primary.md"

ai-literacy k-12 computational-thinking instructional-design

● Students' multimodal prompting practices as epistemic work in AI literacy development "raw/papers/caeai-multimodal-prompting.md"

ai-literacy prompt-engineering higher-ed generative-ai multimodal

● Effects of an AI-supported inquiry model on AI literacy and authentic performance: A quasi-experimental study with preservice teachers "raw/papers/caeai-quest-ai-inquiry.md"

ai-literacy faculty-development generative-ai efficacy-study higher-ed

● Same AI, different pathways: Unpacking mechanisms of AI-mediated learning across discipline-institution contexts "raw/papers/caeai-same-ai-different-pathways.md"

ai-literacy cognitive-offloading generative-ai higher-ed prompt-engineering

● VETTING: A dual-LLM framework for in-loop safety verification via policy isolation in educational AI "raw/papers/caeai-vetting-safety.md"

pedagogical-safety k-12 llm generative-ai

● Student Perceptions and Preferences Regarding AI-Generated Instructional Videos in Computing Education raw/papers/2607.28203.md

generative-ai student-experience stem-education higher-ed

● 'AI Literacy: An Exercise in Power-Knowledge' raw/papers/2607.27547.md

ai-literacy equity educational-theory generative-ai

● AI-based scoring systematically underestimates conceptual understanding of linguistically weak students' explanations in physics "raw/papers/2607.28210.md"

assessment-validity automated-grading bias-mitigation equity multilingual-learning physics-education

◐ 'Beyond Rephrasing: Book-Level Organization Improves Synthetic Textbook Data for Mid-Training' raw/papers/2607.28109.md

generative-ai llm personalized-learning educational-theory

◐ Development and applications of Generative AI in architectural design studios raw/papers/2607.24752.md

generative-ai higher-ed student-experience active-learning

● Generative AI and linguistic diversity in academic writing and publishing: Perspectives from World Englishes raw/papers/2607.28505.md

generative-ai writing-education equity higher-ed language-learning

◐ 'Stop Writing for Me: Generative Refusal in AI Tools for Thought' raw/papers/2607.24751.md

generative-ai writing-education scaffolding educational-theory over-reliance

● 'ICLE++: Modeling Fine-Grained Traits for Holistic Essay Scoring' raw/papers/2607.27671.md

automated-grading llm writing-education benchmark higher-ed

◐ IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems raw/papers/2607.23322.md

llm personalized-learning educational-theory language-learning open-source

● Patterns of Learner-AI Interaction and Academic Performance in an Object-Oriented Programming Course raw/papers/2607.24755.md

generative-ai student-experience stem-education higher-ed learning-analytics

● A review of intervention designs of LLM Integration in Undergraduate Computer Science Education "raw/papers/llm-intervention-design-cs-review.md"

cs-education generative-ai llm scaffolding instructional-design efficacy-study prompt-engineering higher-ed computational-thinking

● Rethinking LLM-Judged Helpfulness as a Pedagogy Signal: A Pre-Registered Audit Across Tutor Models raw/papers/2607.28128.md

llm intelligent-tutoring automated-grading benchmark feedback-loop

● Memdora: Designing Cognitively-Grounded Flashcard Interactions for AI-Powered Spaced Repetition raw/papers/2607.25096.md

generative-ai adaptive-learning mastery-learning student-experience

● When AI Does the Work, What Is Learning For? Post-Instrumental Learning and the Risk of Capacity Dissolution raw/papers/2607.28041.md

generative-ai educational-theory over-reliance student-experience

● Is Solving Better Than Evaluating GenAI Solutions? raw/papers/2607.27586.md

generative-ai stem-education higher-ed efficacy-study student-experience

● 'Technology-Enhanced Tabletop Exercises for Cybersecurity Education: Lessons Learned' raw/papers/2607.28179.md

edtech-platform stem-education higher-ed professional-training active-learning

● Designing Needs- and Attention-Aware AI Learning Tools for Engineering Education: Insights from Psychological Outcomes raw/papers/2607.26338.md

higher-ed stem-education student-experience affective-computing personalized-learning scaffolding

● 'The Easy Trap: Why LLMs Underestimate Misconception-Driven Difficulty' raw/papers/2607.26067.md

llm formative-assessment adaptive-learning feedback-loop student-experience stem-education

● Aligning LLM-Simulated and Human Examinees for Psychometric Calibration: A Cognitive Diagnostic Profiling Approach raw/papers/2607.26317.md

llm formative-assessment adaptive-learning student-experience benchmark

● Archetypes or ability? Clustering for modelling student mathematical competence raw/papers/2607.26063.md

personalized-learning stem-education learning-analytics student-experience adaptive-learning k-12

● From Idea to Classroom in Days: Using \"Vibe Coding\" to Create a Programming Process Visualizer from IDE Activity Logs raw/papers/2607.24757.md

stem-education higher-ed teacher-role learning-analytics academic-integrity edtech-platform

● Agentic AI in Education: A Scoping Review of Research Landscape, Capabilities, and the Frontier Agent Paradigm raw/papers/agentic-ai-education-scoping-review-2026.md

agentic-ai ai-literacy educational-theory generative-ai higher-ed intelligent-tutoring llm multi-agent open-source scaffolding scoping-review stem-education

◐ 'AICoFE: AI-Powered Feedback System' raw/papers/becerra-aicofe-feedback-2026.md

ai-ed-evaluation feedback-loop student-experience

◐ Confidence-Aware Automatic Short Answer Grading raw/papers/cong-confidence-asag-2026.md

assessment automated-grading confidence

◐ 'Critical AI Tutors: Empower or Enslave?' raw/papers/favero-critical-ai-tutors-empower-enslave-2025.md

intelligent-tutoring critical-thinking over-reliance

◐ Principled AI Education Framework raw/papers/finkelstein-principled-ai-education-2025.md

ai-literacy curriculum-design instructional-design

◐ 'ProPACT: Pair Programming with AI' raw/papers/golrang-propact-pair-programming-2026.md

pair-programming collaborative-learning cs-education

◐ Socratic Physics Chatbot raw/papers/hashmi-socratic-physics-chatbot-2025.md

socratic-method physics-education generative-ai intelligent-tutoring

◐ 'SafeTutors: Pedagogical Safety in AI Tutoring' raw/papers/hazra-safetutors-pedagogical-safety-2026.md

pedagogical-safety k-12

◐ Collaborative AI Literacy Framework raw/papers/hingle-collaborative-ai-literacy-2025.md

ai-literacy collaborative-learning instructional-design

◐ Interpretable Knowledge Tracing raw/papers/huang-interpretable-knowledge-tracing-2026.md

knowledge-tracing interpretability student-modeling

◐ ISD Agent Benchmark raw/papers/jeon-isd-agent-bench-2026.md

agentic-ai ai-ed-evaluation benchmark

◐ 'MathBuddy: Affective Math Tutoring' raw/papers/kar-mathbuddy-affective-math-tutoring-2025.md

math-education affective-computing intelligent-tutoring k-12

◐ LLM Fallacy Misattribution in Education raw/papers/kim-llm-fallacy-misattribution-2026.md

llm misinformation ai-literacy

◐ 'PersonaVLM: Long-Term Personalization for AI Tutors' raw/papers/nie-personavlm-long-term-personalization-2026.md

personalized-learning intelligent-tutoring student-modeling llm

● Designing a mobile chatbot-based learning journaling system for intrinsic motivation and engagement raw/papers/scheu-mobile-chatbot-journaling-motivation-2026.md

self-regulated-learning generative-ai higher-ed student-experience engagement-metrics efficacy-study scaffolding

◐ 'EduQwen: Pedagogical RL' raw/papers/singh-eduqwen-pedagogical-rl-2026.md

llm pedagogical-safety reinforcement-learning

◐ 'Stanford Evidence Base: AI in K-12 Education' raw/papers/stanford-evidence-base-ai-k12-2026.md

k-12 ai-literacy evidence

◐ Multimodal Dialogue in STEM Education raw/papers/syal-multimodal-dialogue-stem-2026.md

intelligent-tutoring multimodal socratic-method stem-education

◐ Comprehensive Review of Intelligent Tutoring Systems raw/papers/zerkouk-comprehensive-review-its-2025.md

intelligent-tutoring literature-review adaptive-learning

● Leveling the Playing Field: Temporal Video Segmentation for Individuals with ADHD in Computing Education raw/papers/2607.24612.md

accessible-learning cs-education instructional-design neurodiversity

● The Effect of High-Frequency, Automatically-marked Formative Assessments on Student Outcomes in A-Level Sciences raw/papers/2607.23566.md

assessment automated-grading k-12 stem-education

● A didactical-driven teacher assistant for a dimensional modeling course raw/papers/2607.22598.md

llm intelligent-tutoring higher-ed pedagogy

● Ordered Network Analysis of Epistemic Emotions during Collaborative Problem Solving raw/papers/2607.23317.md

affective-computing human-in-the-loop learning-analytics

● Auditing Institutional Heterogeneity for Generative AI in Patient Education: A Large-Scale Study of 102 US Transplant Handbooks raw/papers/2607.22606.md

generative-ai health-education equity content-quality

● 'Make or Take: How Students Navigate Self-Created and Instructor-Provided Cheat Sheets' raw/papers/2607.24736.md

assessment metacognition self-regulated-learning higher-ed

● \"Why SuaCode?\": Understanding African Students' Motivations for Taking a Smartphone-Based Online Coding Course raw/papers/2607.22940.md

cs-education equity mooc global-south

● Kutti AI: A Voice-First, Offline-Capable Learning Companion with Real-Time Struggle Detection for Visually-Impaired Children raw/papers/2607.22377.md

adaptive-learning intelligent-tutoring special-education k-12 equity

● Beyond Perspectives: A Trio-Ethnography of Interpretation Evolution in LLM-Supported Programming Education raw/papers/2607.22463.md

generative-ai stem-education teacher-role student-experience higher-ed

● Generative AI Availability, Grades, and Student Satisfaction at a Large University raw/papers/2607.21534.md

generative-ai higher-ed efficacy-study learning-gains student-experience

● Distinguishing Artificial from Authentic: Evaluating LLMs for Detecting LLM-Generated Content raw/papers/2607.20446.md

ai-detection academic-integrity llm higher-ed

● Exploring the Design Space of LLM-Based Programming Support in CS Education: A Scoping Review through the Lens of Assistance Governance raw/papers/2607.21257.md

llm cs-education scaffolding feedback-loop higher-ed

● MedGame: Storytelling Gamification Empowered by Large Language Models for Medical Education raw/papers/2607.21570.md

llm generative-ai professional-training engagement-metrics benchmark

● Representation Robustness under Executable Reasoning Constraints in Large Language Models for Mathematical Problem Solving raw/papers/2607.20520.md

llm stem-education benchmark assessment-validity

● What Does the Credential Still Certify? Cognitive Stewardship for AI-Mediated Education raw/papers/2607.19988.md

generative-ai higher-ed policy-maker formative-assessment llm

● Did Alice Do Wrong? Cross-Cultural Differences in Student Perceptions of Generative AI Use in University Computing Education raw/papers/2607.19699.md

generative-ai higher-ed student-experience cs-education policy-maker

● 'Data Annotations as Pedagogical Hints: From Subjective Labels to Critical Thinking' raw/papers/2607.20149.md

ai-literacy cs-education higher-ed generative-ai engagement-metrics

● Experiential Versus Instructional Approaches for Eliciting Metacognitive Awareness in AI-Assisted Learning raw/papers/2607.20047.md

generative-ai higher-ed efficacy-study student-experience scaffolding

● Assessment in Team Problem-Solving Exercises in Computing Education raw/papers/2607.19209.md

formative-assessment feedback-loop learning-analytics stem-education higher-ed

● Designing for What Cannot Be Seen: Supporting Embodied String Learning for Musicians with Blindness and Low-Vision raw/papers/2607.18598.md

special-education equity professional-training higher-ed

● A study of GenAI usage by Design Students: Analysis of Survey Results and Journals of AI practices at the Politecnico di Milano in 2025/2026 raw/papers/2607.17094.md

generative-ai higher-ed student-experience ai-literacy academic-integrity

● Informal Learning Emerges in Everyday Human-LLM Interaction raw/papers/2607.17643.md

llm generative-ai ai-literacy over-reliance student-experience

● Evaluating a Visual Query Tracer and Builder for Learning Declarative Logic Programming raw/papers/2607.18864.md

stem-education higher-ed scaffolding active-learning

● 'EduGuard: A Safe RAG-Based LLM Tutor for Programming Education' raw/papers/2607.15738.md

llm generative-ai intelligent-tutoring stem-education over-reliance hallucination-risk feedback-loop benchmark

● Student Evaluation of Repeated AI Feedback Across a Semester of Writing raw/papers/2607.16115.md

generative-ai llm higher-ed writing-education feedback-loop over-reliance formative-assessment ai-literacy

● Artificial intelligence and feedback in university education: effectiveness and student perceptions raw/papers/tandf-2026-ai-generated-feedback-higher-ed.md

generative-ai feedback-loop higher-ed student-experience learning-gains formative-assessment ai-literacy

● Is AI making us stupid? raw/papers/cell-2026-ai-making-us-stupid.md

cognitive-offloading over-reliance generative-ai metacognition learning-gains ai-literacy skill-decay

● 'Generative AI without guardrails can harm learning: Evidence from high school mathematics' raw/papers/pnas-2025-guardrails-harm-learning.md

generative-ai over-reliance stem-education k-12 rct learning-gains intelligent-tutoring scaffolding

● Navigating the moral panic: encouraging appropriate use of GenAI in the classroom rather than condemning innovation as disruption raw/papers/tandf-2026-moral-panic-genai.md

generative-ai higher-ed academic-integrity authentic-assessment over-reliance ai-literacy assessment

● A Tool-Invariant Framework for Teaching and Assessing Computational Methods in the Age of Agentic AI raw/papers/arxiv-2026-tool-invariant-framework.md

agentic-ai ai-literacy assessment authentic-assessment computational-thinking generative-ai higher-ed oral-defense over-reliance verification

● Measuring How Students Rely on Generative AI in Academic Writing: Development and Multi-Source Validation of the Generative AI Reliance Types Scale (GenAI-RTS) raw/papers/2607.14301.md

generative-ai academic-integrity higher-ed student-experience writing-education over-reliance

● Benchmarking Multimodal Large Language Models for Scientific Visualization Literacy raw/papers/2607.15176.md

llm generative-ai stem-education ai-literacy benchmark

● Learning Engagement Assistant (LEA): Cross-Course Scalability and Classroom Evaluation of an Agentic AI Tutoring System raw/papers/2607.13370.md

llm generative-ai intelligent-tutoring higher-ed stem-education formative-assessment benchmark

◐ A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data raw/papers/2607.12295.md

ai-literacy equity policy-maker academic-integrity higher-ed

◐ A Comparative Analysis of Institutional and Course Generative AI Policies within Higher Education: Implications for Instruction in Computing Education raw/papers/2607.12296.md

generative-ai higher-ed policy-maker ai-literacy equity

◐ A Semi-Automated System for Generating Dialogue-Based TTS Lessons Using Large Language Models: An Exploratory Study of Educational Potential raw/papers/2607.12235.md

llm generative-ai personalized-learning scaffolding active-learning

● Programming Language Policy as an AI Literacy Equity Problem: A 15-Nation Comparative Analysis raw/papers/2607.11314.md

ai-literacy equity k-12 policy-maker higher-ed

● Commenting with Copilot: A Taxonomy and Multi-Year Analysis of Student Code-Generation Specifications raw/papers/2607.10674.md

llm student-experience stem-education higher-ed

● Adoption-Ready Project-Based Learning for Computing Education: The FORAP Framework and a Multi-Scale Project Portfolio raw/papers/2607.11129.md

project-based-learning k-12 higher-ed active-learning stem-education

◐ Knowledge Distillation for Automated AI Tutor Evaluation raw/papers/2607.10647.md

intelligent-tutoring automated-grading llm higher-ed k-12

● Learning behavior accounts for background-related advantage in AI-assisted education raw/papers/2607.10101.md

generative-ai learning-gains personalized-learning student-experience equity

● LLM-Generated Design Problems for Assessing Higher-Order Thinking in Project-Based Learning raw/papers/2607.11032.md

project-based-learning generative-ai formative-assessment stem-education higher-ed

● The Paternalistic Filter: Epistemic Injustice and Differential Refusal in LLM-Mediated History Education for Marginalized Romanian Students raw/papers/2607.11292.md

llm student-experience equity higher-ed bias-mitigation

◐ 'Q-Learning Lab: Teaching Reinforcement Learning Through Learner-Generated Trace Analysis' raw/papers/2607.10802.md

active-learning higher-ed reinforcement-learning stem-education

● Uncovering Students' Mental Models of Generative Artificial Intelligence raw/papers/2607.11692.md

student-experience ai-literacy generative-ai metacognition higher-ed

◐ A Durability and Cross-Language Transfer Benchmark for a Validated Teaching-Feedback Classification Protocol raw/papers/2607.11873.md

feedback-loop automated-grading teacher-role formative-assessment higher-ed

● Using AI-based Learning Assistants in Higher Education: A Large-Scale Descriptive Analysis raw/papers/2607.08748.md

llm higher-ed student-experience learning-analytics personalized-learning

● From Execution to Education: A Bloom-Aligned Framework for Measuring Educational Control in LLMs raw/papers/2607.08009.md

llm generative-ai scaffolding higher-ed feedback-loop

● How YouTube Frames ChatGPT Use in Education: An Epistemic Network Analysis with Supporting Multimodal Metadata raw/papers/2607.08698.md

ai-literacy student-experience academic-integrity higher-ed generative-ai

● Why does AI unlock new possibilities in STEM education? A Bibliometric Analysis of Trends and Future Agenda raw/papers/2607.05412.md

stem-education generative-ai intelligent-tutoring scaffolding adaptive-learning learning-analytics

● 'AI tools in Arab University English classrooms: Looking back and forward' raw/papers/2607.05403.md

language-learning higher-ed writing-education ai-literacy over-reliance teacher-role

● AIED's Unfinished Mission: Centering Agency and Motivation in the Age of Effortless Bypass raw/papers/2607.05557.md

over-reliance student-experience self-regulated-learning metacognition teacher-role formative-assessment

● Flowcode: An AI-Powered Programming Environment for Scaffolding Iteration in Creative Computing Education raw/papers/2607.06721.md

scaffolding generative-ai feedback-loop active-learning programming-its higher-ed

● A Guiding Framework for K-12 Teachers in Creating AI-powered Learning Technologies through Vibe Coding raw/papers/2607.05406.md

k-12 teacher-role ai-literacy generative-ai faculty-development active-learning

● The GenAI Skill Bypass: Mapping Divergent Pathways of University Students and Staff AI Literacy raw/papers/2607.05411.md

ai-literacy higher-ed generative-ai over-reliance faculty-development

● Automated Recommendation of Programming Learning Content Using Pattern-based Knowledge Components raw/papers/2607.05409.md

knowledge-tracing personalized-learning adaptive-learning intelligent-tutoring programming-its

● 'Agents That Teach: Designing Incidental Learning Back into AI-Assisted Software Development' raw/papers/2607.06101.md

agentic-ai cs-education generative-ai higher-ed llm over-reliance professional-training self-regulated-learning

● 'CSTutorBench: Benchmarking Small Language Models as Tutors for Block-Based Programming' raw/papers/2607.05571.md

llm intelligent-tutoring k-12 privacy benchmark cs-education feedback-loop

● 'DebugTracker: Lightweight Process Evidence for Classroom Debugging' raw/papers/2607.05871.md

programming-its learning-analytics formative-assessment cs-education higher-ed feedback-loop

● Prompt Coach: An Empirical Evaluation of an Agentic Tutor for Learning Prompt Engineering in Software Development raw/papers/2607.06074.md

agentic-ai cs-education feedback-loop formative-assessment intelligent-tutoring llm professional-training scaffolding

● Say What? Examining Text and Voice Input Modalities for Prompt-Based Programming in Computing Education raw/papers/2607.05808.md

ai-literacy cs-education generative-ai llm programming-its prompt-engineering student-experience

● 'When AI Is Wrong on Purpose: How Students Respond to Buggy GenAI Code' raw/papers/2607.05068.md

generative-ai cs-education over-reliance metacognition higher-ed ai-literacy student-experience formative-assessment

● Understanding Student Perceptions, Mistakes, and Debugging Approaches when Solving Natural Language Programming Tasks raw/papers/2607.05034.md

ai-literacy cs-education generative-ai higher-ed programming-its prompt-engineering scaffolding student-experience

● Automated Grading of Linux/Bash Examinations Using Large Language Models raw/papers/2607.02432.md

llm automated-grading cs-education formative-assessment higher-ed

● Constructing Epistemic AI Literacy: Detecting Epistemic Aims and Processes in Student-AI Co-Programming raw/papers/2607.00211.md

ai-literacy cs-education student-ai-interaction scaffolding higher-ed

● Data Comics for Education: Evaluating Effectiveness, Benefits, and the Ethics of AI-Assisted Creation raw/papers/2607.02361.md

ai-generated-content k-12 active-learning ai-literacy llm

● Evaluating Interactivity: Toward Automated Assessment of AI-Generated Explorable Explanations raw/papers/2606.31012.md

ai-generated-content formative-assessment learning-analytics higher-ed llm

● From Answer Generators to Reasoning Facilitators: Designing AI Tutors for Mathematical Reasoning in High-Stakes Environments raw/papers/2607.01692.md

intelligent-tutoring llm scaffolding formative-assessment higher-ed

● Mind the Trust Gap: Identifying (Mis)alignments in Teacher-Student Views Toward Control and Agency in K-12 Classroom AI raw/papers/2607.01506.md

k-12 teacher-role student-experience ai-literacy student-ai-interaction

● Child Safety in Generative AI: An Expert-Guided and Incident-Grounded Evaluation Framework raw/papers/2607.00395.md

equity generative-ai k-12 pedagogical-safety privacy

◐ 'CogTax: A Four-Level Cognitive Taxonomy for Command-Line Computing Education' raw/papers/2607.00140.md

llm formative-assessment stem-education scaffolding higher-ed

● Demystify, Use, Reflect, Assess (DURA): An Experience Report on LLM Integration in CS2 raw/papers/2606.30908.md

llm higher-ed student-experience academic-integrity stem-education

● ELEVATE: Designing Human-Centered GenAI Virtual Tutors for Scalable and Inclusive Education raw/papers/2606.30662.md

generative-ai intelligent-tutoring k-12 equity personalized-learning

● Gaze-Informed Proactive AI Assistance for Children’s Picture Exploration raw/papers/2607.00445.md

generative-ai k-12 student-experience affective-computing adaptive-learning

● 'Less Deliberate in Teams: Student LLM Use Across Individual and Collaborative Work' raw/papers/2606.30860.md

llm student-experience collaborative-learning higher-ed engagement-metrics

◐ Visualizing Engineering Fundamentals: Design of Mixed Reality and Physical Toolkits for Effective Learning raw/papers/2607.00979.md

stem-education higher-ed personalized-learning active-learning blended-learning

● Touching and Feeling the Data: A Reusable Software Pipeline for Tactile Statistical Graphs in Accessible Education raw/papers/2607.01214.md

special-education equity adaptive-learning k-12 higher-ed

● \"Why Put in This Much Effort?\": How AI Availability Shapes Students’ Motivation in Introductory Programming raw/papers/2606.30480.md

academic-integrity higher-ed llm over-reliance student-experience

● AI in the Wild: A Large Scale Analysis of Authentic Interactions of College Students with Generative AI raw/papers/2606.29442.md

generative-ai higher-ed learning-analytics llm student-experience

● Concept Catalyst: Exploring Scrutable Interfaces to Structure K-12 Teacher Interactions with Generative AI raw/papers/2606.30590.md

ai-literacy edtech-platform generative-ai k-12 teacher-role

● To Tab or Not to Tab: Measuring Critical Engagement in AI Code Completion Tools Using Behavioral Signals and Attention Checks raw/papers/2606.30549.md

formative-assessment higher-ed llm stem-education student-experience

◐ Invisible Impact of Empathy on Behavioral Change: Isolating the Effect of Empathy in Long-term Physical Activity Coaching Chatbot Interactions raw/papers/2606.26641.md

affective-computing feedback-loop llm personalized-learning student-experience

● From Prompting to Epistemic Proactivity: Temporal Trajectories of Student-AI Interaction in Mathematics Learning raw/papers/2606.28472.md

ai-literacy k-12 metacognition stem-education student-experience

● Generative AI Literacy Training Improves Intelligence Analysts’ Discrimination of Real and AI-Generated Images raw/papers/2606.28510.md

ai-literacy equity generative-ai higher-ed professional-training

● Exploring the Value of Diverse LLM Explanations in Introductory Programming raw/papers/2606.28882.md

feedback-loop higher-ed llm scaffolding stem-education

● Four Types of LLM Reliance and Their Predictors Among Undergraduate Writers: A Mixed-Methods Study at a Minority-Serving R1 University raw/papers/2606.28749.md

ai-literacy higher-ed over-reliance student-experience writing-education

● Teaching Prompt-Based Programming with LLMs: A 45-Minute Lesson with Guided Practice for End-User Programmers raw/papers/2606.30547.md

generative-ai higher-ed llm stem-education teacher-role

● 'A Survey of Automated Presentation Coaching: Systems, Methods, and Open Challenges' raw/papers/2606.27380.md

llm intelligent-tutoring feedback-loop professional-training language-learning personalized-learning scaffolding

● DysLexLens: A Low-Resource LLM Framework for Analysing Dyslexic Learners Insights from Online Forums raw/papers/2606.27619.md

special-education llm ai-literacy equity student-experience language-learning k-12 higher-ed

● Cognitive Episodes in LLM Reasoning Traces Enable Interpretable Human Item Difficulty Prediction raw/papers/2606.28186.md

assessment llm learning-analytics higher-ed student-modeling benchmark k-12

● '"A bit of chaos and madness": The AI Assessment Scale and the work of assessment reform' raw/papers/2606.26729.md

higher-ed assessment academic-integrity generative-ai teacher-role policy-maker ai-literacy

◐ An exploratory behavioral and electroencephalographic study of artificial intelligence-assisted learning modes in high school students raw/papers/2606.26579.md

k-12 student-experience llm generative-ai engagement-metrics affective-computing active-learning

● 'Co-Designing Community-Centered AI Education for Adults: A Midwestern Case Study' raw/papers/2606.26565.md

ai-literacy lifelong-learning equity student-experience edtech-platform faculty-development k-12

◐ AI Coaching for Accelerating Human Skill Development with Reinforcement Learning raw/papers/2606.25337.md

intelligent-tutoring personalized-learning scaffolding adaptive-learning professional-training

● Cross-Subject Predictive Validity for Learning Outcomes of Delayed Start Behavior raw/papers/2606.25308.md

learning-analytics student-modeling higher-ed engagement-metrics efficacy-study

● The impact of generative artificial intelligence on academic development of Chinese students in humanities and social sciences raw/papers/2606.24104.md

generative-ai higher-ed student-experience llm ai-literacy

● SupplyNet: Supporting Visual Exploratory Learning in Supply Chain via Contextual Multi-Agent Simulation raw/papers/2606.24694.md

intelligent-tutoring llm generative-ai active-learning professional-training

◐ Do Gains from Generative AI-Enabled Adaptive Pretesting Persist? Evidence from a Retention Study raw/papers/2606.22328.md

rct adaptive-learning formative-assessment learning-gains higher-ed

◐ What Changes When the Interlocutor Is an AI? Interactional Fluency and Linguistic Uptake in L2 Spoken Dialogue raw/papers/2606.22225.md

language-learning llm intelligent-tutoring student-experience personalized-learning

◐ Analysis and Prediction of At-Risk Students Using Machine Learning Algorithms raw/papers/2606.20617.md

learning-analytics higher-ed dropout-reduction student-modeling rct

○ WIP: Bridging the Gap Between Instructional Design and Pedagogical Use: A Framework for Mathematics Educators raw/papers/2606.20934.md

teacher-role k-12 stem-education scaffolding ai-literacy

◐ The Correct Answer Trap: Pedagogically-Grounded Detection and Feedback for Hidden Misconceptions raw/papers/2606.23205.md

formative-assessment llm automated-grading k-12 student-modeling

◐ CourseBlueprint: A Structured Pipeline for Adaptive Pedagogical Video Generation Grounded in Course Corpora raw/papers/2606.20608.md

llm generative-ai personalized-learning scaffolding higher-ed

● Curiosity as Linguistic Intervention: Using LLM Tutoring Dialogues to Influence Exploratory Learning Behavior raw/papers/2606.22349.md

llm intelligent-tutoring metacognition scaffolding active-learning

◐ 'Framing the 5% Problem: Teachers'' Perspectives on Persistence in Educational Technology' raw/papers/2606.22294.md

k-12 teacher-role student-experience engagement-metrics adaptive-learning

◐ Why Machines Misread Pedagogical Quality: Human-Machine Alignment in LLM-Based Pretest Question Evaluation raw/papers/2606.23629.md

ai-ed-evaluation llm formative-assessment teacher-role assessment

◐ Estimating Learners' Skill Acquisition Without Temporal Information raw/papers/2606.20611.md

student-modeling knowledge-tracing adaptive-learning learning-analytics formative-assessment

◐ Students' Perception Accuracy of Partners' AI Use and its Relation to Collaboration Performance raw/papers/2606.23237.md

student-experience cs-education collaborative-ai-tutoring over-reliance higher-ed

◐ 'Test-Driven, AI-Assisted Learning: Replacing Lectures with Weekly Closed-Book Tests' raw/papers/2606.23315.md

cs-education llm active-learning assessment higher-ed

◐ 'Supporting Tutors in the Gig Economy with Automated Feedback: A Case Study on Ringle' raw/papers/2606.22609.md

feedback-loop higher-ed intelligent-tutoring language-learning teacher-role

● Code as Anchor, Memory and Metaphor as Support: Learner Experiences with Multi-View Visualizations raw/papers/2606.19570.md

cs-education student-experience scaffolding active-learning feedback-loop

● Confidence-Aware Automated Assessment of Student-Drawn Scientific Models raw/papers/2606.20264.md

automated-grading stem-education formative-assessment k-12 efficacy-study

● Learning to Prompt: Improving Student Engagement with Adaptive LLM-based High-School Tutoring raw/papers/2606.20138.md

intelligent-tutoring llm k-12 personalized-learning scaffolding adaptive-learning

● PsyScore: A Psychometrically-Aware Framework for Trait-Adaptive Essay Scoring and ZPD-Scaffolded Feedback raw/papers/2606.20287.md

automated-grading formative-assessment feedback-loop writing-education scaffolding llm

● 'AdaPT: Adaptive Lesson Plan Transformer for Cross-Regional and Differentiated Instruction' raw/papers/2606.17633.md

personalized-learning adaptive-learning k-12 teacher-role generative-ai

● 'AI-Driven Assessment of Human Tutors: Linking Training Performance to Real-Life Practice' raw/papers/2606.18617.md

intelligent-tutoring automated-grading feedback-loop teacher-role efficacy-study

● Toward Accessible Psychotherapy Training Using AI-Driven Interactive Patient Avatars raw/papers/2606.17786.md

generative-ai llm higher-ed active-learning feedback-loop

◐ 'ASTRA: A Scalable Next-Generation ATCO Training Simulator with Autonomous Simpilots' raw/papers/2606.18319.md

intelligent-tutoring adaptive-learning professional-training active-learning llm

◐ 'Confident yet Concerned: Inconsistencies in Computing Students'' Attitudes on Cybersecurity' raw/papers/2606.18541.md

higher-ed student-experience ai-literacy academic-integrity engagement-metrics

◐ Engagement Intensity as a Learner-Modeling Signal for Adaptive AI Ethics Instruction raw/papers/2606.18548.md

personalized-learning adaptive-learning ai-literacy higher-ed engagement-metrics

● From Memorization to Creation: Evaluating the Cognitive Depth of LLM-Generated Educational Questions raw/papers/2606.18257.md

llm generative-ai automated-grading assessment writing-education

● 'MedEasy: Designing AI Standardized Patients for Clinical Consultation Training' raw/papers/2606.17512.md

intelligent-tutoring generative-ai higher-ed active-learning feedback-loop

◐ Through the WordStream Glass: Revisiting Quantitative Encoding for Qualitative Learning Analytics raw/papers/2606.18692.md

learning-analytics k-12 higher-ed qualitative-research edtech-platform

● Contaminated Collaboration: Measuring Gender Bias Transfer in LLM-Assisted Student Writing raw/papers/2606.15914.md

llm generative-ai bias-mitigation writing-education higher-ed student-experience

● LecturaAgents: A Multi-Agent Framework for Adaptive Personalized AI-Assisted Learning and Embodied Teaching raw/papers/2606.16428.md

llm generative-ai personalized-learning higher-ed intelligent-tutoring

● ParaTutor: LLM Mediated Parent Child Tutoring through Role Separated Scaffolding Interface in Real Time raw/papers/2606.18030.md

intelligent-tutoring scaffolding k-12 personalized-learning llm

● Rethinking Scaffolding in LLM Tutors: The Interactional Mismatch Between Benchmarks and Real-World Deployments raw/papers/2606.15766.md

scaffolding intelligent-tutoring llm benchmark efficacy-study student-experience

● Self-Efficacy and Favorability Shape Learning from Tutoring Systems and Paper Practice raw/papers/2606.17470.md

intelligent-tutoring personalized-learning efficacy-study higher-ed student-experience

● Co-Creating Buildable and Open Social Robot Study Companions with University Students raw/papers/2606.15239.md

k-12 higher-ed intelligent-tutoring student-experience stem-education

● 'Using AI in engineering education: a balancing act, driven by clear purpose' raw/papers/2606.16626.md

higher-ed llm stem-education student-experience teacher-role ai-literacy

● AI as a Partner in Learning about, Doing, and Engaging with Science: Vigilance as the Key to Productive Augmentation raw/papers/2606.16822.md

personalized-learning scaffolding k-12 higher-ed hallucination-risk equity

● 'Cross-Dataset Bloom Question Classification: Supervised Models and Prompted LLMs' raw/papers/2606.13684.md

automated-grading llm formative-assessment higher-ed teacher-role

◐ Improving Capstone Team Outcomes through Dynamic Skill Matching and Preference Alignment raw/papers/2606.15572.md

intelligent-tutoring edtech-platform higher-ed stem-education personalized-learning

◐ 'The Missing Layer: Why EdTech Needs Design-Time Generative UI, Not Just Runtime Personalization' raw/papers/2606.15902.md

personalized-learning adaptive-learning edtech-platform student-experience equity

● Gender Differences in AI Literacy Workshop Outcomes and Deepfake Engagement raw/papers/2606.14718.md

ai-literacy k-12 stem-education equity student-experience

● What do you mean by human-AI collaboration: Prerequisite functions and the affordances needed to achieve it raw/papers/2606.15509.md

intelligent-tutoring scaffolding active-learning student-experience teacher-role

● LearnOpt: Recovering the Latent Cognitive Structure of Standardized Examinations via Knowledge Graphs and Constrained Optimization raw/papers/2606.15349.md

learning-analytics llm k-12 personalized-learning assessment

● Are LLM-based Chatbots Good Enough to Support Computer Science Students in Multiple-Choice Exercises? raw/papers/2606.15919.md

higher-ed llm automated-grading student-experience stem-education

● 'Measuring Whether LLM Tutors Teach or Solve: A Diagnostic for Educational Impact' raw/papers/2606.16206.md

intelligent-tutoring llm feedback-loop scaffolding benchmark

◐ Leveraging Physiological Signals to Predict Exam Outcomes with Machine Learning raw/papers/2606.14960.md

learning-analytics edtech-platform higher-ed engagement-metrics

● \"Stuck in a Spiral\": Shame and Guilt as Social Regulators of AI Use in Computing Education raw/papers/2606.14920.md

student-experience higher-ed academic-integrity over-reliance hallucination-risk

● Simulating Students' Java Programming Errors with Large Language Models raw/papers/2606.14113.md

llm stem-education student-experience intelligent-tutoring learning-analytics efficacy-study

● Exploring How Agent Voice Accents Shape Human-AI Collaboration in K-12 Group Learning raw/papers/2606.12805.md

equity generative-ai human-in-the-loop k-12 llm student-experience

● AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models raw/papers/2606.12801.md

generative-ai llm automated-grading writing-education open-source

● Structuring Transparency: Developing Domain-Specific Generative AI Declaration Frameworks in Higher Education raw/papers/2606.13389.md

generative-ai higher-ed academic-integrity policy-maker ai-literacy

● 'Generativism: Toward a Learning Theory for the Age of Generative Artificial Intelligence' raw/papers/2606.12441.md

generative-ai llm personalized-learning scaffolding higher-ed

● Knowing the Rules Is Not Enough: Student Regulatory Awareness and Use of GenAI in Higher Education raw/papers/2606.12436.md

generative-ai higher-ed student-experience policy-maker regulation academic-integrity

● 'The Environmental Cost of LLMs in AIED: Reporting and Practices' raw/papers/2606.11215.md

llm generative-ai efficacy-study policy-maker privacy

● Learning by Chatting? Investigating the Impact of Generative AI on Information Seeking and Learning raw/papers/2606.11669.md

generative-ai llm over-reliance student-experience metacognition higher-ed

● The Empirically Grounded Adaptive Virtual Patient for Psychotherapy Training 2606.10051.md

professional-training llm generative-ai intelligent-tutoring student-experience

◐ AI-Integrated Learning Management System for Middle School: A Longitudinal Study of Learning Outcomes 2606.07544.md

k-12 adaptive-learning personalized-learning formative-assessment intelligent-tutoring edtech-platform

● AI-Driven Analytics of Team-Teaching Talk: Acoustic Patterns across Experience, Cohorts and the Learning Design 2606.09831.md

active-learning ai-education higher-ed learning-analytics teacher-role

● 'Profiling cognitive offloading in LLM-mediated synthesis writing: Volume vs. content' 2606.10434.md

writing-education llm student-experience higher-ed ai-literacy

● Reexamining the Cold-Start Problem in Knowledge Tracing Models and Implications for SafeInsights 2606.11004.md

knowledge-tracing learning-analytics student-modeling benchmark higher-ed

● 'EduMirror: Modeling Educational Social Dynamics with Value-driven Multi-agent Simulation' 2606.07948.md

intelligent-tutoring student-experience llm higher-ed scaffolding

◐ Report on CHIIR 2026 Workshop on Generative AI and Academic Search (GAI&AS) 2606.08936.md

generative-ai llm ai-literacy policy-maker higher-ed

● Hybrid E-Assessment in Higher Education: Semi-Automated Grading of Paper-Based Written Examinations 2606.08855.md

automated-grading assessment higher-ed generative-ai formative-assessment

● Detecting Knowledge Gaps from Conversational AI Interactions Using Curriculum Prerequisite Graphs 2606.10736.md

knowledge-tracing llm student-modeling higher-ed learning-analytics

◐ Design and Implementation of a Real-time Multi-site Immersive Learning System Using Photon Fusion 2606.10325.md

edtech-platform active-learning student-experience higher-ed engagement-metrics

● Tutor, Not Solver: Designing a Guardrailed AI Assistant for Learning in Higher Education (PeteChat) 2606.09845.md

intelligent-tutoring higher-ed llm academic-integrity scaffolding

● Reshaping Undergraduate Computer Science Education in the Generative AI Era 2606.07545.md

cs-education generative-ai curriculum-design higher-ed llm

● TibetCPR: A Multimodal Tactile Feedback System for CPR Training in High-Altitude Regions 2606.07765.md

professional-training llm formative-assessment student-experience edtech-platform

◐ 'Awareness of Technological Isomorphism: AI in Elementary Math' raw/papers/2606.09598.md

k-12 ai-literacy stem-education personalized-learning metacognition scaffolding

◐ Culturally-Aware AI for Cross-Boundary Community Learning raw/papers/2606.09041.md

higher-ed ai-literacy equity student-experience teacher-role intelligent-tutoring

● 'FOXGLOVE: Comparing Goal-Oriented Writing Feedback from Experts and LLMs' raw/papers/2606.06271.md

llm writing-education formative-assessment feedback-loop higher-ed k-12

● Role of Instructional Guidance in Generative AI-Assisted Learning raw/papers/2606.05509.md

llm higher-ed scaffolding active-learning personalized-learning feedback-loop

● 'LLM-Generated Feedback in Introductory Programming: A Classroom Study' raw/papers/2606.08807.md

llm formative-assessment feedback-loop stem-education higher-ed automated-grading

○ 'Toward a Metaphysics of Learning Analytics: Ontological Positioning' raw/papers/2606.06851.md

learning-analytics higher-ed ai-detection privacy equity

● 'Regulating the AI Tutor: SRL and Help-Seeking in Adolescent GenAI Use' raw/papers/2606.08568.md

llm k-12 self-regulated-learning metacognition student-experience scaffolding

● 'VISMATIC: Secure Containerized Framework for Process-Oriented CS Education Monitoring' raw/papers/2606.05929.md

edtech-platform academic-integrity stem-education higher-ed formative-assessment scaffolding

● 'AI Assistance for Discretionary Work: Increasing Feedback Provision in Higher Education' raw/papers/2606.03095.md

automated-grading feedback-loop higher-ed llm teacher-role rct efficacy-study

● 'Teacher-Authored Prompts for Configuring Student-AI Dialogue: K-12 Classroom Implementation' raw/papers/2604.16738.md

k-12 student-ai-interaction teacher-role scaffolding generative-ai llm formative-assessment

● Warning About AI Fallibility Increases Help-Seeking in an Intelligent Tutoring System raw/papers/2606.03822.md

intelligent-tutoring student-experience hallucination-risk trust-calibration

● AI-Generated Traces for Novice Programmers: Learning Effects and Learner Differences in a Multi-Institutional Study raw/papers/2606.03288.md

cs-education llm scaffolding personalized-learning

● Beyond Tool Adoption: A Practical Five-Stage Developmental Continuum for AI Literacy in Higher Education raw/papers/2606.00038.md

ai-literacy higher-ed curriculum-design ethics instructional-design personalized-learning

● 'Beyond Access: Guided LLM Scaffolding for Independent Learning in Undergraduate Statistics' raw/papers/2606.01375.md

scaffolding higher-ed stem-education independent-learning

● 'TurtleAI: Benchmarking Multimodal Models for Visual Programming in Turtle Graphics' raw/papers/2606.03626.md

benchmark cs-education k-12 multimodal

● The Main Barrier to AI Adoption in the Public Sector is Lack of Training raw/papers/2606.01517.md

ai-literacy public-sector training-methodology efficacy-study prompt-engineering

● 'ASE-26: A Curriculum for Agentic Software Engineering as a Discipline' raw/papers/2606.01152.md

agentic-ai ai-literacy curriculum-design higher-ed software-engineering

● 'Beyond Access: Guided LLM Scaffolding for Independent Learning' raw/papers/2606.01375.md

intelligent-tutoring scaffolding higher-ed metacognition prompt-engineering

● 'Tracing GenAI Literacy: Student-AI Interaction Patterns in Academic Writing' raw/papers/2606.00040.md

ai-literacy higher-ed learning-analytics prompt-engineering writing-education

● Special-R1: Reinforcement Learning for Special Education — Aligning LLM Tutors to Diverse Learners through Disability-Adaptive Training raw/papers/2605.30670.md

intelligent-tutoring llm special-education personalized-learning reinforcement-learning k-12 scaffolding

◐ Surfacing Isolated Learners with Outcome-Independent Mediation of Feedback between Teachers and Students Using AI raw/papers/2605.29240.md

learning-analytics teacher-role higher-ed student-experience feedback-loop ai-literacy

● The Tutoring Effectiveness Index: Predicting LLM Math Tutor Quality from Four Conversation Signals raw/papers/2605.30666.md

intelligent-tutoring llm benchmark efficacy-study automated-grading formative-assessment

● Benchmarking Large Language Models for Diagnosing Students' Cognitive Skills from Handwritten Math Work arxiv:2504.00843

ai-ed-evaluation knowledge-tracing multimodal benchmark human-in-the-loop critical-thinking hallucination-risk k-12

● Generalizing a Highly Configurable Analytics Pipeline to Replicate and Support Educational Research Across Multiple Domains raw/papers/2605.30303.md

learning-analytics edtech-platform personalized-learning higher-ed feedback-loop

● 'DOT Framework Survey: Practitioner Beliefs and Behaviors in AI-Enhanced Education' https://arxiv.org/abs/2605.29041

ai-education ai-literacy design-thinking dot-framework higher-ed human-in-the-loop institutional-change open-source practitioner-beliefs survey

● Who Am I? History-Aware Profiles for Student Simulation in Tutoring Dialogues raw/papers/2605.30051.md

intelligent-tutoring llm student-experience learning-analytics personalized-learning

● Modularizing Educational LLM-Agency for Fostering Responsible Learning Assistance raw/papers/2605.30187.md

llm intelligent-tutoring scaffolding teacher-role over-reliance

● \"It's OK Because...\": The Wild West of Student Rationalization of AI Use in Academic Writing raw/papers/2605.29090.md

academic-integrity llm student-experience higher-ed writing-education ai-literacy

● 'Agentic Literacy Debt: A Structural Problem the AI Literacy Field Has Not Yet Named' raw/papers/2605.27396.md

agentic-ai ai-literacy equity generative-ai higher-ed k-12 policy-maker

◐ Smaller, Younger, and More Impactful: How AI-Assisted Writing Transforms Research Teams raw/papers/2605.27404.md

generative-ai higher-ed writing-education faculty-development

● Catching The Correct Answer Trap: Characterising AI Tutor Blind Spots When Analysing Student Reasoning raw/papers/2605.23925.md

intelligent-tutoring automated-grading formative-assessment llm scaffolding

◐ Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning raw/papers/2605.27400.md

higher-ed academic-integrity generative-ai policy-maker regulation

◐ 'KT4EQG: Personalized Exercise Question Generation via Knowledge Tracing' raw/papers/2605.23933.md

adaptive-learning automated-grading intelligent-tutoring learning-analytics llm personalized-learning

◐ LLM-assisted sentiment analysis for integrated computational and qualitative mixed methods education research: A case study of students' written reflection assignments raw/papers/2605.27403.md

llm edtech-platform higher-ed learning-analytics student-experience formative-assessment

◐ Learning after COVID-19 and the ICT career aspirations: Are students entering the AI era with weaker skills? raw/papers/2605.27391.md

k-12 higher-ed ai-literacy stem-education equity

◐ REC-CBM: Rubric-Aware Error-Correction Concept Bottleneck Models for Trustworthy Open-Ended Grading raw/papers/2605.27402.md

automated-grading llm formative-assessment higher-ed scaffolding efficacy-study

● AI Assistance Reduces Persistence and Hurts Independent Performance arxiv:2604.04721

over-reliance cognitive-offloading student-experience educational-theory rct efficacy-study generative-ai metacognition scaffolding

● Generative AI and the marginalization of minoritized knowledges in higher education: the case of disability raw/papers/2605.26769.md

generative-ai higher-ed special-education equity bias-mitigation

● Persistent AI Agents in Academic Research: A Single-Investigator Implementation Case Study raw/papers/2605.26870.md

llm generative-ai higher-ed agentic-ai faculty-development learning-analytics

● Slide Deck Q&A Quality Assurance App: A Multi-Stage Pipeline for Pedagogical Question Generation raw/papers/2605.26428.md

prompt-engineering generative-ai llm higher-ed scaffolding formative-assessment multimodal

● How Students (Mis)understand Conditionals and Loops -- A Taxonomy raw/papers/2605.26966.md

cs-education stem-education student-experience higher-ed benchmark

● 'Position: Adopting AI in Practice Does Not Guarantee the Productivity Boost' raw/papers/2605.24688.md

generative-ai efficacy-study teacher-role higher-ed policy-maker

◐ 'Codify: An Intelligent Socratic Tutoring System for Programming Education' raw/papers/codify-socratic-programming-tutor.md

intelligent-tutoring llm stem-education higher-ed adaptive-learning

● The Illusion of Competence: Self-Perceived Digital Literacy and AI Readiness Among European Secondary Students raw/papers/2605.26010.md

k-12 ai-literacy student-experience equity efficacy-study

● Generative AI as a Design Variable: An Evidence-Centered Framework for Principled Governance in STEM Assessment raw/papers/2605.24837.md

stem-education generative-ai automated-grading higher-ed policy-maker

● \"It Felt a Bit Eerie\": Exploring Humanlike Interactions During Collaborative Writing with an Artificial Agent raw/papers/2605.24729.md

generative-ai writing-education student-experience llm higher-ed

● Explaining Too Much? Understanding How Large Language Model Reasoning Traces Influence Performance and Metacognition raw/papers/2605.25856.md

llm metacognition student-experience efficacy-study over-reliance

● A Taxonomy of Metacognitive Learning Scenarios in Professional Contexts: Integrating Systems Theory with Empirical Constraints raw/papers/2605.24142.md

metacognition professional-training adaptive-learning lifelong-learning scaffolding

● Defining AI Fatigue in Academic Contexts: Dimensions, Indicators, and a Stage-Based Model Using Grounded Theory raw/papers/2605.23123.md

student-experience over-reliance ai-literacy higher-ed affective-computing

● Cognitive offloading and the speedup illusion in human-AI interaction raw/papers/2605.23177.md

over-reliance metacognition efficacy-study student-experience cognitive-offloading

● 'MindCopilot: Towards Formalizing and Evaluating Granular Human-LLM Co-Writing' raw/papers/2605.23535.md

feedback-loop higher-ed human-in-the-loop llm writing-education

● \"I can't read your mind\": A Study of Neurodivergent Computing Students' Experiences with Collaborative Active Learning raw/papers/2605.23823.md

student-experience cs-education special-education equity collaborative-learning

● Socially fluent AI decouples conversational signals from source identity in online interaction raw/papers/2605.23426.md

ai-literacy over-reliance student-experience llm affective-computing

● 'StanBKT: Rethinking Parameter Estimation in Bayesian Knowledge Tracing' raw/papers/2605.23048.md

intelligent-tutoring learning-analytics adaptive-learning benchmark open-source

◐ The efficiency-gain illusion: People underestimate the rate of AI use and overestimate its benefits on simple tasks raw/papers/2605.22687.md

generative-ai over-reliance ai-literacy student-experience

● Faster Completion, Less Learning: Generative AI Reduced Study Time on Math Problems and the Knowledge They Build raw/papers/2605.21629.md

generative-ai over-reliance stem-education k-12 higher-ed learning-gains student-experience

◐ Exploring the Effectiveness of Using LLMs for Automated Assessment of Student Self Explanations in Programming Education raw/papers/2605.21614.md

llm automated-grading feedback-loop stem-education higher-ed scaffolding

◐ 'AI-Enabled Serious Games: Integrating Intelligence and Adaptivity in Training Systems' "raw/papers/2605.21962.md"

intelligent-tutoring generative-ai adaptive-learning edtech-platform professional-training llm

◐ Expert Cognition Dashboard: From Learning Analytics to Cognition Intelligence in AI-Driven Education "raw/papers/2605.17263.md"

learning-analytics intelligent-tutoring adaptive-learning student-experience teacher-role ai-literacy

● Automated Grading of Handwritten Mathematics Using Vision-Capable LLMs "raw/papers/2605.19043.md"

automated-grading llm stem-education higher-ed efficacy-study multimodal

● Simulating Learners' Task-Selection Strategies and System Constraints in Mastery Learning "raw/papers/2605.21613.md"

intelligent-tutoring mastery-learning adaptive-learning engagement-metrics simulation k-12 student-experience

● How AI Is Changing Teaching Workflows raw/papers/ai-changing-teaching-workflows-2026-05-21.md

generative-ai teacher-role faculty-development efficacy-study rct k-12 higher-ed student-experience equity ai-literacy formative-assessment learning-analytics feedback-loop

◐ Artificial Intelligence in Lifelong Learning: Opportunities and Challenges in Adult Education Policy raw/papers/2605.16296.md

lifelong-learning policy-maker equity intelligent-tutoring ai-literacy learning-analytics bias-mitigation

● Design Principles and Observable Indicators for AI-Enabled Pedagogical Accompaniment: Evidence from the Amico Dual-Mode Prototype in Italy and China raw/papers/2605.20665.md

intelligent-tutoring scaffolding human-in-the-loop pedagogical-safety ai-literacy student-experience teacher-role k-12

● 'ANVIL: Analogies and Videos for Lecturers' raw/papers/2605.16295.md

generative-ai llm instructional-design higher-ed cs-education teacher-role multimodal

● Combating Harms of Generative AI in CS1 with Code Review Interviews and a Flipped Classroom raw/papers/2605.21374.md

generative-ai higher-ed cs-education over-reliance academic-integrity formative-assessment student-experience efficacy-study

● Creating Learning Scaffolds for Engineering Design Using Concept Catalyst raw/papers/2605.20511.md

llm scaffolding k-12 stem-education teacher-role generative-ai instructional-design

● 'Gen-AI-tecture: using generative AI to support architectural students in design tasks' raw/papers/2605.21361.md

generative-ai higher-ed student-experience creative-thinking ai-literacy personalized-learning equity professional-training

● Balancing Teacher and Student Agency: Co-Orchestration Tool Design Supporting Real-Time Dynamic Pairing raw/papers/2605.18761.md

intelligent-tutoring teacher-role student-experience k-12 human-in-the-loop collaborative-learning

● Explainable Artificial Intelligence in Education (XAI-ED) raw/papers/khosravi-xai-education-2022.md

intelligent-tutoring learning-analytics bias-mitigation equity privacy metacognition teacher-role student-experience adaptive-learning ai-literacy scaffolding

● Evidence of a Cognitive Shift in AI Education: How Students Are Rethinking Human Intelligence? raw/papers/2605.16292.md

ai-literacy student-experience higher-ed stem-education over-reliance efficacy-study faculty-development

● 'From Heuristics to Analytics: Forecasting Effort and Progress in Online Learning' raw/papers/2605.12788.md

intelligent-tutoring learning-analytics engagement-metrics k-12 efficacy-study benchmark scaffolding

● What Makes Words Hard? Sakura at BEA 2026 Shared Task on Vocabulary Difficulty Prediction raw/papers/2605.14257.md

language-learning llm generative-ai benchmark scaffolding formative-assessment

● Faculty Orientations Shape Adoption of AI in Research and Teaching raw/papers/2605.18140.md

faculty-development higher-ed stem-education ai-literacy institutional-change pedagogy teacher-role

● 'PromptDecipher: Supporting AI Tutor Authoring Through Editable Simulated Interactions' raw/papers/2605.16605.md

intelligent-tutoring llm teacher-role faculty-development edtech-platform ai-literacy

● 'CLARA: An AI-Augmented Analytics Dashboard for Collaboration Literacy' raw/papers/2605.17259.md

learning-analytics generative-ai llm higher-ed edtech-platform collaborative-learning

● The Hidden Cost of Contextual Sycophancy: an AI Literacy Intervention in Human-AI Collaboration raw/papers/2605.18372.md

llm generative-ai ai-literacy hallucination-risk student-experience bias-mitigation over-reliance

● Generative AI Feedback, English Writing and Teacher Rubrics: A Multiple-Case Study of CyberScholar raw/papers/2605.17055.md

generative-ai llm writing-education k-12 formative-assessment feedback-loop teacher-role

● Confirming Correct, Missing the Rest: LLM Tutoring Agents Struggle Where Feedback Matters Most raw/papers/2605.16207.md

intelligent-tutoring llm generative-ai benchmark scaffolding feedback-loop hallucination-risk

● An Interpretable Closed-Loop Intelligent Tutoring System for Multimodal Affective Feedback in Asynchronous Presentation Training raw/papers/2605.17468.md

intelligent-tutoring affective-computing multimodal higher-ed professional-training efficacy-study learning-analytics

◐ Towards SocratiCode: Designing a Generative AI-Based Programming Tutor for K-12 Students through a 4-Week Participatory Design Study raw/papers/2605.17857.md

intelligent-tutoring llm generative-ai k-12 scaffolding student-experience stem-education

● The Effects of Structured LLM-Generated Feedback on Programming Assignment Performance raw/papers/2605.16933.md

llm generative-ai feedback-loop higher-ed scaffolding efficacy-study stem-education

◐ A Formative Study of Brief Affective Text as a Complement to Wearable Sensing for Longitudinal Student Health Monitoring raw/papers/2605.14360.md

affective-computing student-experience higher-ed learning-analytics

◐ 'Modeling AI-TPACK in Practice: Insights from Teachers'' Multi-Agent Workflow Design' raw/papers/2605.13906.md

ai-literacy faculty-development generative-ai multi-agent scaffolding teacher-role

◐ 'Codify: An Intelligent Socratic Tutoring System for Programming Education' raw/papers/codify-socratic-tutoring-programming.md

generative-ai higher-ed intelligent-tutoring llm programming-its scaffolding socratic-method

◐ 'AI-Driven Tools for Enhancing Campus Well-being: Prevention and Intervention' raw/papers/2605.10804.md

higher-ed llm generative-ai student-experience affective-computing edtech-platform

● 'ChatGPT Critical and Creative Thinking: Systematic Review' raw/papers/chatgpt-critical-creative-thinking-review.md

ai-literacy boundary-object generative-ai cognitive-offloading creative-thinking critical-thinking higher-ed instructional-design metacognition scaffolding scoping-review self-regulated-learning

● What Don't You Understand? Using Large Language Models to Identify and Characterize Student Misconceptions About Challenging Topics raw/papers/2605.00294.md

llm generative-ai formative-assessment higher-ed learning-analytics personalized-learning

● Simulating Students or Sycophantic Problem Solving? On Misconception Faithfulness of LLM Simulators raw/papers/2605.12748.md

intelligent-tutoring llm generative-ai benchmark hallucination-risk student-experience

● Retrieval-Augmented Tutoring for Algorithm Tracing and Problem-Solving in AI Education raw/papers/2605.12988.md

intelligent-tutoring llm generative-ai scaffolding formative-assessment higher-ed

○ Agentic AI Ecosystems in Higher Education: A Perspective on AI Agents to Emerging Inclusive, Agentic Multi-Agent AI Framework for Learning, Teaching and Institutional Intelligence raw/papers/2605.14266.md

administrator agentic-ai equity generative-ai higher-ed intelligent-tutoring llm

● 'Computational Thinking Development in AI Agent Creation: A Mixed-Methods Study' raw/papers/2605.14330.md

k-12 ai-literacy stem-education scaffolding personalized-learning

◐ Are Agents Ready to Teach? A Multi-Stage Benchmark for Real-World Teaching Workflows raw/papers/2605.14322.md

agentic-ai benchmark generative-ai intelligent-tutoring llm scaffolding teacher-role

◐ 'Sycophancy is an Educational Safety Risk: Why LLM Tutors Need Sycophancy Benchmarks' raw/papers/2605.14604.md

intelligent-tutoring hallucination-risk llm generative-ai benchmark over-reliance

◐ Understanding How International Students in the U.S. Are Using Conversational AI to Support Cross-Cultural Adaptation raw/papers/2605.15127.md

higher-ed student-experience generative-ai llm equity

● 'LaTA: A Drop-in, FERPA-Compliant Local-LLM Autograder for Upper-Division STEM Coursework' raw/papers/2605.05410.md

automated-grading higher-ed stem-education llm generative-ai efficacy-study feedback-loop

◐ LearnMate^2: Design and Evaluation of an LLM-powered Personalized and Adaptive Support System for Online Learning raw/papers/2605.06257.md

personalized-learning adaptive-learning llm generative-ai higher-ed scaffolding

◐ Evaluating Prompt Injection Defenses for Educational LLM Tutors: Security-Usability-Latency Trade-offs raw/papers/2605.06669.md

intelligent-tutoring llm generative-ai regulation hallucination-risk

● Characterizing Students' LLM Usage Behaviors and Their Association with Learning in Critical Thinking Tasks raw/papers/2605.04534.md

higher-ed student-experience llm generative-ai learning-analytics ai-literacy

◐ 'Taklif.AI: LLM-Powered Platform for Interest-Based Personalized College Assignments' raw/papers/2605.05842.md

higher-ed generative-ai llm personalized-learning edtech-platform

◐ 'AI-Generated Slides: Are They Good? Can Students Tell?' raw/papers/2605.13532.md

generative-ai higher-ed student-experience faculty-development ai-literacy

◐ AICoFe: Implementation and Deployment of an AI-Based Collaborative Feedback System for Higher Education raw/papers/2605.04740.md

automated-grading feedback-loop higher-ed llm learning-analytics

◐ Little Impact of ChatGPT Availability on High School Student Test Score Performance raw/papers/2605.08812.md

generative-ai k-12 over-reliance academic-integrity efficacy-study

● Distinguishing performance gains from learning when using generative AI raw/papers/2605.13731.md

generative-ai metacognition over-reliance higher-ed scaffolding

● Improving Hybrid Human-AI Tutoring by Differentiating Human Tutor Roles Based on Student Needs raw/papers/2605.11155.md

intelligent-tutoring k-12 personalized-learning efficacy-study learning-gains

● A Framework for Institutional Change in the Age of AI raw/papers/2605.12757.md

ai-education institutional-change faculty-development higher-ed pedagogy stem-education

● Children's English Reading Story Generation via Supervised Fine-Tuning of Compact LLMs with Controllable Difficulty and Safety raw/papers/2605.13709.md

llm language-learning k-12 ai-literacy generative-ai

● 'AI Adoption Among Teachers: Insights on Concerns, Support, Confidence, and Attitudes' raw/papers/2605.00343.md

teacher-role faculty-development k-12 ai-literacy

◐ Pedagogical Promise and Peril of AI: A Text Mining Analysis of ChatGPT Research Discussions in Programming Education raw/papers/2605.00361.md

over-reliance academic-integrity hallucination-risk stem-education feedback-loop student-experience

◐ Interpretable Difficulty-Aware Knowledge Tracing in Tutor-Student Dialogues raw/papers/2605.01097.md

knowledge-tracing intelligent-tutoring llm personalized-learning feedback-loop

◐ Explainable Knowledge Tracing via Probabilistic Embeddings and Pattern-based Reasoning raw/papers/2605.09369.md

knowledge-tracing learning-analytics intelligent-tutoring student-experience

◐ MBP-KT: Learning Global Collaborative Information from Meta-Behavioral Pattern for Enhanced Knowledge Tracing raw/papers/2605.08697.md

knowledge-tracing learning-analytics student-experience adaptive-learning

◐ Ensuring Reliability in Programming Knowledge Tracing: A Re-evaluation of Attention-augmented Models and Experimental Protocols raw/papers/2605.04727.md

knowledge-tracing automated-grading benchmark learning-analytics

◐ Temporal Smoothness Doubly Robust Learning for Debiased Knowledge Tracing raw/papers/2605.05958.md

knowledge-tracing learning-analytics personalized-learning intelligent-tutoring

◐ Preparing Students for AI-Powered Materials Discovery: A Workflow-Aligned Framework for AI Literacy, Equity, and Scientific Judgment "raw/papers/2605.09624.md"

ai-literacy curriculum-design equity metacognition stem-education

● Cost-of-Ethics Crisis: Beliefs, Decisions, and Justifications in the Job Searches of Computer Science Students in Canada and the United States "raw/papers/2605.09680.md"

ai-education cs-education ethics regulation faculty-development

◐ Reinforcement Learning Measurement Model "raw/papers/2605.09305.md"

assessment learning-analytics knowledge-tracing benchmark

● When Should Teachers Control AI Generation for Mathematics Visuals? "raw/papers/2605.10672.md"

teacher-role stem-education ai-generated-content curriculum-design pedagogy

● Understanding Student Effort Using Response-Time Propensities During Problem Solving "raw/papers/2605.08943.md"

adaptive-learning assessment engagement-metrics learning-analytics student-experience

● 'AcademiClaw: When Students Set Challenges for AI Agents' raw/papers/2605.02661.md

benchmark higher-ed llm generative-ai student-experience

◐ When AI Agents Teach Each Other: Discourse Patterns Resembling Peer Learning in the Moltbook Community raw/papers/2602.14477.md

agentic-ai benchmark collaborative-ai-tutoring engagement-metrics learning-analytics llm

◐ Cognitive Agent Compilation for Explicit Problem Solver Modeling raw/papers/2605.07040.md

intelligent-tutoring llm adaptive-learning personalized-learning

● The Path to Conversational AI Tutors: Integrating Tutoring Best Practices and Targeted Technologies to Produce Scalable AI Agents raw/papers/2602.19303.md

intelligent-tutoring generative-ai llm scaffolding personalized-learning feedback-loop

● 'Not All Students Engage Alike: Multi-Institution Patterns in GenAI Tutor Use' raw/papers/2602.00447.md

generative-ai intelligent-tutoring student-experience engagement-metrics higher-ed learning-analytics

● Modernizing Ground Truth: Four Shifts Toward Improving Reliability and Validity in AI in Education raw/papers/2603.29141.md

benchmark efficacy-study learning-analytics generative-ai llm automated-grading human-in-the-loop

● 'Beyond the AI Tutor: Social Learning with LLM Agents' raw/papers/2604.02677.md

llm intelligent-tutoring scaffolding student-experience collaborative-ai-tutoring

● LLM-based Multimodal AI Feedback Produces Equivalent Learning and Better Student Perceptions than Educator Feedback raw/papers/2601.15280.md

multimodal feedback-loop generative-ai llm student-experience learning-analytics

● Assessing the Impact and Underlying Pathways of Sequenced AI Feedback on Student Learning raw/papers/2604.07469.md

feedback-loop formative-assessment scaffolding generative-ai efficacy-study student-experience

◐ 'TeachingCoach: A Fine-Tuned Scaffolding Chatbot for Instructional Guidance to Instructors' raw/papers/2603.18189.md

llm teacher-role higher-ed scaffolding faculty-development

◐ Scaffolding Critical Thinking with Generative AI raw/papers/critical-thinking-genai-scaffolding.md

generative-ai higher-ed scaffolding

● Guidelines for Designing AI Technologies to Support Adult Learning "raw/papers/2605.04616.md"

lifelong-learning personalized-learning adaptive-learning faculty-development edtech-platform

◐ 'What AI in Education Needs Next: Lessons from Youth Leaders Across Five Countries' "raw/papers/ai-education-global-capacity.md"

policy-maker equity k-12 teacher-role ai-literacy

◐ Higher Education Must Bridge the AI Gap "raw/papers/ai-higher-ed-bridge-gap.md"

higher-ed equity ai-literacy policy-maker regulation

● The Impact of AI on Work in Higher Education "raw/papers/ai-higher-ed-workforce-survey.md"

higher-ed faculty-development administrator market-analysis policy-maker

● Building AI Companions that Prioritise Learning over Performance "raw/papers/2605.04816.md"

llm personalized-learning adaptive-learning metacognition student-experience

● The Missing Evaluation Axis: What 10,000 Student Submissions Reveal About AI Tutor Effectiveness "raw/papers/2605.05648.md"

intelligent-tutoring efficacy-study higher-ed benchmark engagement-metrics

◐ 'AISSA: AI-based Student Slides Analysis Tool for Academic Presentations' "raw/papers/2605.04729.md"

automated-grading learning-analytics formative-assessment higher-ed llm

● 'A New Direction for Students in an AI World: Prosper, Prepare, Protect' "raw/papers/brookings-ai-students-report.md"

policy-maker k-12 student-experience regulation ai-literacy

◐ AI-Generated Lesson Plans in Civic Education raw/papers/civic-education-ai-lesson-plans.md

k-12 ai-literacy teacher-role formative-assessment equity

◐ 'Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting' "raw/papers/2605.05144.md"

stem-education k-12 higher-ed active-learning scaffolding

◐ 'The Pedagogy of AI Mistakes: Fostering Higher-Order Thinking' "raw/papers/2605.05472.md"

higher-ed ai-literacy metacognition stem-education active-learning

◐ Prober.ai: Gated Inquiry-Based Feedback via LLM-Constrained Personas for Argumentative Writing "raw/papers/2605.05598.md"

writing-education scaffolding ai-literacy higher-ed formative-assessment

● How State Policy Can Help Teachers Use AI Well "raw/papers/state-policy-teacher-ai.md"

regulation teacher-role k-12 policy-maker faculty-development

◐ Agentic Education with AI Coding Assistants raw/papers/2604.17460.md

agentic-ai generative-ai higher-ed scaffolding stem-education

● 'AI Literacy Assessment: Self-Reported vs Performance Misalignment' 2601.06101

ai-literacy assessment assessment-validity k-12 self-regulated-learning faculty-development

● AI Tools Scaffolding Metacognition in STEM raw/papers/mdpi-metacognition-ai-stem-2025.md

metacognition stem-education learning-analytics intelligent-tutoring posthumanist ai-literacy

● Assessment Validity in AI Education 2601.06101

ai-literacy assessment assessment-validity educational-theory faculty-development

● Automated Question Generation 2512.10110

nlp-education assessment llm stem-education automated-grading

● Culturally Relevant Pedagogy 2505.08083

equity curriculum-design culturally-sustaining-pedagogy k-12

◐ ECNUClaw: A Learner-Profiled Intelligent Study Companion Framework for K-12 Personalized Education raw/papers/2605.08040.md

k-12 personalized-learning intelligent-tutoring llm student-experience

◐ Engagement Assessment in Video Learning raw/papers/2605.01238.md

adaptive-learning learning-analytics affective-computing higher-ed feedback-loop

● Equity in AI Education 2505.08083

accessible-learning culturally-sustaining-pedagogy equity

● Transforming GenAI Policy to Prompting Instruction (RCT) 2602.16033

ai-literacy k-12 rct regulation faculty-development

● 'Generate-Then-Validate: Question Generation for Education' 2512.10110

automated-grading llm nlp-education stem-education validate-then-generate

● K-12 AI Education 2602.16033

ai-literacy curriculum-design equity k-12 faculty-development

● LLMs for Culturally Relevant K-12 Pedagogy 2505.08083

culturally-sustaining-pedagogy k-12 pedagogy equity faculty-development curriculum-design

● Multi-Agent Systems for Instructional Design raw/papers/2508.16659.md

agentic-ai ai-literacy human-in-the-loop k-12 pedagogical-safety

◐ Neural-Symbolic Knowledge Tracing raw/papers/2604.08263.md

intelligent-tutoring learning-analytics adaptive-learning pedagogical-safety mastery-learning

◐ NSMQ Riddles: A Benchmark of Scientific and Mathematical Riddles for Quizzing Large Language Models raw/papers/2605.07051.md

benchmark stem-education k-12 llm efficacy-study

◐ Pedagogical Safety in Educational Reinforcement Learning raw/papers/2604.04237.md

intelligent-tutoring pedagogical-safety adaptive-learning reinforcement-learning

◐ Programming Intelligent Tutoring Systems raw/papers/2604.16117.md

intelligent-tutoring stem-education higher-ed adaptive-learning formative-assessment

◐ Quantum Education Intelligent Tutoring raw/papers/2604.24807.md

adaptive-learning higher-ed intelligent-tutoring knowledge-tracing stem-education

◐ Quality-Conditioned Agreement in Automated Short Answer Scoring: Mid-Range Degradation and the Impact of Task-Specific Adaptation raw/papers/2605.07647.md

automated-grading formative-assessment llm benchmark efficacy-study

● TeachBench - Evaluating LLM Teaching Ability raw/papers/2601.21375.md

llm benchmark formative-assessment personalized-learning feedback-loop

● Teacher AI Competency 2601.06101

ai-literacy faculty-development k-12

◐ Text Simplification for Intelligent Tutoring raw/papers/2604.08947.md

intelligent-tutoring nlp-education adaptive-learning human-in-the-loop generative-ai

◐ 'The University AI Didn''t Replace: Rethinking Universities in the AI Era' raw/papers/2605.07056.md

higher-ed teacher-role administrator policy-maker regulation

◐ Adaptive Learning Systems raw/papers/ma-deeptutor-agentic-personalized-tutoring-2026.md

adaptive-learning intelligent-tutoring personalized-learning architecture ai-education

◐ Affective Tutoring raw/papers/kar-mathbuddy-affective-math-tutoring-2025.md

affective-computing intelligent-tutoring adaptive-learning scaffolding k-12 higher-ed

◐ Agentic Workflows in Education raw/papers/kamalov-agentic-workflows-education-2026.md

agentic-ai ai-education benchmark intelligent-tutoring

◐ AI in K-12 Evidence Base raw/papers/stanford-evidence-base-ai-k12-2026.md

k-12 rct efficacy-study learning-gains llm adaptive-learning

◐ AI Learning Transfer raw/papers/stanford-evidence-base-ai-k12-2026.md

efficacy-study llm adaptive-learning formative-assessment k-12

◐ AI Literacy raw/papers/hingle-collaborative-ai-literacy-2025.md

ai-literacy higher-ed k-12 policy-maker active-learning collaborative-ai-tutoring

◐ AI Peer Feedback Systems raw/papers/becerra-aicofe-feedback-2026.md

edtech-platform feedback-loop formative-assessment teacher-role higher-ed learning-analytics llm

● AI Tutor Effectiveness Review raw/papers/zerkouk-comprehensive-review-its-2025.md

intelligent-tutoring benchmark efficacy-study higher-ed k-12

● AI Tutor Safety and Pedagogical Harms raw/papers/hazra-safetutors-pedagogical-safety-2026.md

pedagogical-safety intelligent-tutoring adaptive-learning k-12 higher-ed llm bias-mitigation

● Authentic Assessment raw/papers/zhan-boud-du-authentic-assessment-scoping-review-2025.md

ai-ed-evaluation ai-education assessment formative-assessment higher-ed metacognition self-regulated-learning

◐ Automatic Short Answer Grading with LLMs raw/papers/cong-confidence-asag-2026.md

automated-grading llm formative-assessment feedback-loop higher-ed learning-analytics

◐ Collaborative AI Tutoring raw/papers/golrang-propact-pair-programming-2026.md

intelligent-tutoring adaptive-learning scaffolding higher-ed formative-assessment learning-analytics

◐ Educational LLM Alignment raw/papers/hardy-knowledge-without-wisdom-llm-misalignment-2026.md

llm benchmark efficacy-study bias-mitigation teacher-role

◐ Educational VLM Evaluation raw/papers/li-drawedumath-vlm-misdiagnosis-2026.md

assessment multimodal benchmark pedagogical-safety stem-education ai-education

● Faculty Development and GenAI raw/papers/every-learner-faculty-development-genai-playbook-2025.md

faculty-development higher-ed policy-maker ai-literacy generative-ai ai-education

◐ Formative Assessment in AI Education raw/papers/duan-code-gen-human-loop-rag-mcq-2026.md

agentic-ai ai-ed-evaluation ai-education assessment pedagogical-safety

◐ Human-in-the-Loop AI for Education raw/papers/duan-code-gen-human-loop-rag-mcq-2026.md

human-in-the-loop assessment pedagogical-safety ai-education

◐ Interpretable Knowledge Tracing via IRT raw/papers/huang-interpretable-knowledge-tracing-2026.md

adaptive-learning intelligent-tutoring personalized-learning learning-analytics k-12 llm

◐ LLM-Based Educational Simulation: Evaluating Temporal Student Persona Stability Across ADHD Profiles raw/papers/2605.06307.md

llm student-experience ai-education generative-ai benchmark

● The LLM Fallacy and Misattribution of Competence raw/papers/kim-llm-fallacy-misattribution-2026.md

metacognition over-reliance llm k-12 higher-ed academic-integrity

◐ LLM Student Modeling and Long-Term Memory Architecture raw/papers/nie-personavlm-long-term-personalization-2026.md

llm personalized-learning adaptive-learning intelligent-tutoring generative-ai lifelong-learning

● Metacognition raw/papers/stanford-evidence-base-ai-k12-2026.md

metacognition self-regulated-learning formative-assessment k-12 higher-ed scaffolding

◐ 'From Surface Learning to Deep Understanding: A Grounded AI Tutoring System for Moodle' raw/papers/2605.06963.md

intelligent-tutoring higher-ed edtech-platform llm scaffolding

◐ Multimodal AI Tutoring in STEM raw/papers/syal-multimodal-dialogue-stem-2026.md

llm intelligent-tutoring stem-education higher-ed k-12 equity

● Multimodal Learning with Generative AI raw/papers/varga-atkins-educators-guide-multimodal-learning-genai-2025.md

ai-education higher-ed generative-ai multimodal active-learning scaffolding feedback-loop assessment

● Training Pedagogical LLMs for Tutoring raw/papers/singh-eduqwen-pedagogical-rl-2026.md

llm intelligent-tutoring adaptive-learning benchmark ai-education

◐ Personalized Learning raw/papers/ma-deeptutor-agentic-personalized-tutoring-2026.md

personalized-learning intelligent-tutoring adaptive-learning ai-education

● Principled AI in Education raw/papers/finkelstein-principled-ai-education-2025.md

ai-education higher-ed pedagogy scaffolding policy-maker active-learning

● Self-Regulated Learning raw/papers/scheu-mobile-chatbot-journaling-motivation-2026.md

self-regulated-learning metacognition scaffolding k-12 higher-ed formative-assessment personalized-learning

◐ Socratic AI Dialogue raw/papers/hashmi-socratic-physics-chatbot-2025.md

intelligent-tutoring scaffolding active-learning higher-ed stem-education formative-assessment

◐ Tutoring-Specific vs. General-Purpose AI in Education raw/papers/stanford-evidence-base-ai-k12-2026.md

intelligent-tutoring llm generative-ai personalized-learning scaffolding adaptive-learning

● A meta-analysis of the effect of generative AI on productivity and learning in programming raw/papers/2605.04779.md

rct efficacy-study generative-ai higher-ed learning-gains meta-analysis

◐ Towards Self-Referential Analytic Assessment: A Profile-Based Approach to L2 Writing Evaluation with LLMs raw/papers/2605.04298.md

automated-grading writing-education llm ai-education higher-ed

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