The Diligent but Brittle Student Inside Every LLM
TL;DR for operators LearnerAgent puts LLM-based “students” through a simulated year of high-school English learning: weekly lessons, exercises, monthly exams, memory retrieval, self-reflection, confidence updates, and peer debate.1 The point is not to cosplay a classroom because AI research apparently needed more homework. The point is to observe learning as a process, not merely as a final benchmark score. ...