|
| 1 | +- [Problem-solving before instruction for learning linear algebra in university mathematics | Instructional Science | Springer Nature Link](https://link.springer.com/article/10.1007/s11251-025-09709-8) |
| 2 | + - [[Productive failure]], [[Linear algebra]], [[Mathematics education]] |
| 3 | +- [MathTutorBench - Benchmark for LLM Tutors](https://eth-lre.github.io/mathtutorbench/) |
| 4 | + - [[benchmark]], [[Mathematics education]], [[Intelligent tutoring system]], [[LLM]], [[Artificial intelligence in education]], [[Tutoring]], [[Socratic method]], [[Data sets]], [[AI evaluation]], [[huggingface]] |
| 5 | + - [eth-lre/mathtutorbench: Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors, EMNLP 2025 Oral](https://github.com/eth-lre/mathtutorbench) |
| 6 | + - [[2502.18940] MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors](https://arxiv.org/abs/2502.18940) |
| 7 | + - [dmacjam/pedagogical-rewardmodel-data · Datasets at Hugging Face](https://huggingface.co/datasets/dmacjam/pedagogical-rewardmodel-data) |
| 8 | +- [[2410.03781] Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure](https://arxiv.org/abs/2410.03781) |
| 9 | + - [[Productive failure]], [[LLM training]], [[Fine tuning]], [[Intelligent tutoring system]], [[Artificial intelligence in education]], [[Mathematics education]] |
| 10 | +- [Can LLMs Effectively Simulate Human Learners? Teachers’ Insights from Tutoring LLM Students - ACL Anthology](https://aclanthology.org/2025.bea-1.8/) |
| 11 | + - [[Simulated student]], [[Intelligent tutoring system]], [[Faculty perception]], [[Tutoring]], [[Artificial intelligence in education]], [[Teacher education]], [[Tutor training]], [[Community of inquiry]], [[Scaffolding]], [[Educational development]], [[Simulation]], [[Classroom simulation]], [[Teachable agent]] |
| 12 | + - >several challenges in LLM-simulated students, including authenticity, high language complexity, lack of emotions, unnatural attentiveness, and logical inconsistency. |
| 13 | + - >four types of real-world student behaviors and provide guidelines for the design and development of LLM-based student simulations. These include introducing diverse personalities, modeling knowledge building, and promoting questions. |
| 14 | +- [[2601.05473] Towards Valid Student Simulation with Large Language Models](https://arxiv.org/abs/2601.05473) |
| 15 | + - [[Simulated student]], [[Teachable agent]], [[Teacher education]], [[Artificial intelligence in education]] |
| 16 | +- [[2505.15607] From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning](https://arxiv.org/abs/2505.15607) |
| 17 | + - [[Intelligent tutoring system]], [[Mathematics education]], [[Pedagogical content knowledge]], [[Problem solving]], [[Artificial intelligence in education]], [[Question and answer]], [[Reinforcement learning]], [[Fine tuning]], [[LLM training]], [[Simulated student]], [[Data sets]], [[Tutoring]], [[Conversation]], [[Reinforcement learning]], [[huggingface]], [[Word problem]] |
| 18 | + - [eth-lre/PedagogicalRL: Multi-turn RL framework for aligning models to be tutors instead of answerers. EMNLP 2025 Oral](https://github.com/eth-lre/PedagogicalRL) |
| 19 | + - [Conversation Visualizer](https://pedagogical-rl.vercel.app/) |
| 20 | + - [Pedagogical LLMs - a rd211 Collection](https://huggingface.co/collections/rd211/pedagogical-llms) |
| 21 | + - [eth-nlped/TutorRL-7B · Hugging Face](https://huggingface.co/eth-nlped/TutorRL-7B) |
| 22 | + - [eth-nlped/MathDial-SFT-Qwen2.5-1.5B-Instruct · Hugging Face](https://huggingface.co/eth-nlped/MathDial-SFT-Qwen2.5-1.5B-Instruct) |
| 23 | + - [eth-nlped/mathdial: 🧮 MathDial: A Dialog Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems, EMNLP Findings 2023](https://github.com/eth-nlped/mathdial) |
| 24 | +- [PERSONA: Evaluating Pluralistic Alignment in LLMs](https://www.synthlabs.ai/research/persona) |
| 25 | + - [[Persona]], [[AI evaluation]], [[Data sets]], [[Reinforcement learning]], [[huggingface]] |
| 26 | + - [PERSONA - a SynthLabsAI Collection](https://huggingface.co/collections/SynthLabsAI/persona) |
| 27 | +- [Personalizing simulation-based learning in higher education - ScienceDirect](https://www.sciencedirect.com/science/article/pii/S1041608025001220) |
| 28 | + - [[Personalized learning]], [[Simulation]], [[Artificial intelligence in education]], [[Intelligent tutoring system]] |
| 29 | +- [Simulations in Teacher Education: Learning to Diagnose Cognitive Engagement](https://www.mdpi.com/2227-7102/15/3/261) |
| 30 | + - [[ICAP framework]], [[Classroom simulation]], [[Teacher education]], [[Pedagogical content knowledge]], [[Simulation]] |
| 31 | + - [Simulation-based learning environments - DigiLLab of LMU Munich - LMU Munich](https://www.lmu.de/digillab/de/forschung-und-entwicklung/simulationsbasierte-lernumgebungen/) |
| 32 | + - [TUM-DigiLLab - Department of Educational Sciences](https://www.edu.sot.tum.de/edu/forschung-innovation/tum-digillab/) |
| 33 | +- [Validating automated assessments of teaching effectiveness using multimodal data - ScienceDirect](https://www.sciencedirect.com/science/article/pii/S0959475225001884) |
| 34 | + - [[Multimodal AI]], [[Automated assessment]], [[Evaluating teaching]], [[Artificial intelligence in education]], [[Teacher education]], [[Classroom management]], [[Predictive analytics]], [[LLM training]] |
| 35 | +- [A systematic mapping review at the intersection of artificial intelligence and self-regulated learning | International Journal of Educational Technology in Higher Education | Springer Nature Link](https://link.springer.com/article/10.1186/s41239-025-00548-8) |
| 36 | + - [[Self-regulated learning]], [[Systematic review]], [[Artificial intelligence in education]], [[Intelligent tutoring system]] |
| 37 | +- [Enhancing student engagement and higher-order thinking in human-centred design projects: the impact of generative AI-enhanced collaborative whiteboards: Interactive Learning Environments: Vol 34, No 1](https://www.tandfonline.com/doi/full/10.1080/10494820.2025.2496973) |
| 38 | + - [[Digital whiteboard]], [[Student engagement]], [[Higher order thinking]], [[Artificial intelligence in education]] |
| 39 | +- [K-Dense-AI/k-dense-byok: An AI co-scientist powered by Claude Scientific Skills running on your desktop.](https://github.com/K-Dense-AI/k-dense-byok) |
| 40 | + - [[Research tools]], [[AI Skill]], [[Artificial intelligence in research]] |
| 41 | +- [Towards end-to-end automation of AI research | Nature](https://www.nature.com/articles/s41586-026-10265-5) |
| 42 | + - [[Artificial intelligence in research]], [[AI agents]] |
| 43 | + - [GitHub - SakanaAI/AI-Scientist-v2: The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search · GitHub](https://github.com/SakanaAI/AI-Scientist-v2) |
| 44 | +- [GitHub - Hmbown/Wizards-of-the-Ghosts: Unofficial Hermes Agent skill pack built from fantasy spell and skill names · GitHub](https://github.com/Hmbown/Wizards-of-the-Ghosts) |
| 45 | + - [[AI Skill]], [[AI agents]], [[AI engineering]], [[hermes]] |
| 46 | +- [twentyhq/twenty: Building a modern alternative to Salesforce, powered by the community.](https://github.com/twentyhq/twenty) |
| 47 | + - [[CRM]], [[Open source]] |
| 48 | +- [agentscope-ai/agentscope: Build and run agents you can see, understand and trust.](https://github.com/agentscope-ai/agentscope?tab=readme-ov-file) |
| 49 | + - [[AI agents]], [[Voice assistant]], [[AI engineering]] |
| 50 | +- [whoami.wiki](https://whoami.wiki/) |
| 51 | + - [[Wiki]], [[Curation]], [[Archive]], [[Mediawiki]], [[Wikipedia]], [[Claude]], [[Code generation]], [[AI agents]], [[Research tools]] |
| 52 | +- [OrcaBot - Agentic AI Orchestration](https://orcabot.com/) |
| 53 | + - [[AI agents]], [[AI engineering]] |
| 54 | +- [UDL and AI Lesson Planning: How Teachers Can Design Inclusive Instruction with Generative AI](https://davidpblross.substack.com/p/udl-and-ai-lesson-planning-how-teachers?triedRedirect=true) |
| 55 | + - [[Universal design for learning]], [[Artificial intelligence in education]], [[Prompt engineering]] |
| 56 | + - https://docs.google.com/document/d/1eg-kV2eP33KEzbzQKUpgHt-BYv_cGRJwlKMpKVOgwVo/edit?usp=drivesdk |
| 57 | +- |
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