Local-first AI teaching assistant for editable lesson drafts, student materials, and slides. Uses your curriculum and chosen model. Teacher-reviewed beta.
Local-first AI teaching assistant for editable lesson drafts, student materials, and slides. Uses your curriculum and chosen model. Teacher-reviewed beta.
Retrieve + rerank over a closed label bank: LLM bi-encoders with self-mined hard negatives and a generative listwise reranker. Generalized from a silver-medal solution to Kaggle Eedi — Mining Misconceptions in Mathematics.