https://research.glite.ai/Research on machine learning, education and evidence.https://research.glite.ai/writing/nine-papers-ai-education/https://research.glite.ai/writing/nine-papers-ai-education/Tue, 06 Oct 2026 12:00:00 GMTA selection from April–September 2026: classroom trials, virtual students, knowledge prediction and learning from teaching logs.https://research.glite.ai/writing/n-plus-one/https://research.glite.ai/writing/n-plus-one/Tue, 06 Oct 2026 12:00:00 GMTPavel Katunin on incremental teaching, reinforcement learning and the three models behind Glite’s approach.https://research.glite.ai/writing/concept-extractor/https://research.glite.ai/writing/concept-extractor/Tue, 06 Oct 2026 12:00:00 GMTFinding learning concepts in text and student answers: how the models work, how accurate they are, and what they cost at scale.https://research.glite.ai/writing/educational-applications-in-the-generative-ai-era/https://research.glite.ai/writing/educational-applications-in-the-generative-ai-era/Wed, 15 Apr 2026 12:00:00 GMTDr. Zheng Yuan on language learning, assessment and the shift from individual AI tools to systems that work with people.https://research.glite.ai/writing/teacher-led-tooling-for-the-adoption-and-improvement-of-ai-models/https://research.glite.ai/writing/teacher-led-tooling-for-the-adoption-and-improvement-of-ai-models/Tue, 02 Dec 2025 12:00:00 GMTSimon Woodhead on how teacher expertise, diagnostic questions and careful evaluation can improve educational AI.https://research.glite.ai/writing/the-future-of-learning/https://research.glite.ai/writing/the-future-of-learning/Fri, 29 Aug 2025 12:00:00 GMTPeter Romov on learner models, personalised teaching and combining different approaches to AI in education.https://research.glite.ai/writing/a-simple-standard-for-making-sense-of-educational-rcts/https://research.glite.ai/writing/a-simple-standard-for-making-sense-of-educational-rcts/Sat, 05 Jul 2025 12:00:00 GMTTwelve questions for reading educational randomised controlled trials more critically.https://research.glite.ai/writing/the-2-sigma-problem-and-the-ai-tutor-dream/https://research.glite.ai/writing/the-2-sigma-problem-and-the-ai-tutor-dream/Tue, 03 Jun 2025 12:00:00 GMTWhat the two-sigma tutoring claim tells us—and what the original evidence leaves unresolved.https://research.glite.ai/writing/faster-and-safer-testing-for-ai-tutors/https://research.glite.ai/writing/faster-and-safer-testing-for-ai-tutors/Mon, 05 May 2025 12:00:00 GMTCan student models help us evaluate teaching strategies before trying them with learners?https://research.glite.ai/writing/tutoring-as-a-reinforcement-learning-task/https://research.glite.ai/writing/tutoring-as-a-reinforcement-learning-task/Tue, 15 Apr 2025 12:00:00 GMTTeaching as a sequence of decisions under uncertainty: a reinforcement learning perspective.https://research.glite.ai/writing/education-as-medicine/https://research.glite.ai/writing/education-as-medicine/Wed, 12 Mar 2025 12:00:00 GMTAn argument for testing educational practice with the same seriousness we bring to medical evidence.