#simulation

• 2 Sept 2026 · Paper summary

  Paper summary: StudentSim: Training LLM-based Student Simulators

  StudentSim trains individual student simulators from sparse per-student data (pooled training, then per-student specialisation) that both match a learner's answers and respond to tutoring; it beats GPT-5.4 on both measures.