AI RESEARCH
HACHIMI: Scalable and Controllable Student Persona Generation via Orchestrated Agents
arXiv CS.CL
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ArXi:2603.04855v2 Announce Type: replace Student Personas (SPs) are emerging as infrastructure for educational LLMs, yet prior work often relies on ad-hoc prompting or hand-crafted profiles with limited control over educational theory and population distributions. We formalize this as Theory-Aligned and Distribution-Controllable Persona Generation (TAD-PG) and