Google hasn’t publicly revealed LearnLM’s exact dataset, but we know from published research papers that its training included:Real tutor–learner dialoguesReal essays, homework problems, diagrams + expert feedbackExpert pedagogy rubrics collected from education experts to train reward models and guide tuning.Education-focused guidelines, developed with education partners (e.g., ASU, Khan Academy, Teachers College, etc.).

Google’s LearnLM: an LLM built specifically to “fix” the pedagogical shortcomings of general LLMs and optimise AI’s performance in learning and education-related tasks (try it for yourself in Google’s AI Studio, here).

specialised” LLMs — i.e. models which are trained on specific sorts of data and optimised for specific sorts of tasks.