Bài viết
Ghi chép về AI, dạy học và kỹ thuật
Cách nhóm MiaCortex nghĩ về gia sư Socratic, khoa học học tập và việc xây dựng AI đáng tin cậy. Các bài viết hiện bằng tiếng Anh.
Pedagogy
Why the Socratic method works for learning algorithms
Direct-instruction AI gives learners the wrong skill: pattern-matching to an answer. Socratic tutoring builds the skill that actually transfers - problem decomposition.
MiaCortex TeamEngineering
Building an AI tutor with Gemini: our architecture
A tour through the MiaCortex stack: Gemini for tutoring, Pyodide for in-browser Python, Next.js in Docker for serving, and Prisma with SQLite for persistence.
MiaCortex EngineeringLearning Science
Measuring learning: Bayesian Knowledge Tracing in practice
Completion is not comprehension. Here is how Bayesian Knowledge Tracing can estimate what a student actually knows - and to decide what they should practice next.
MiaCortex Team