AINeutralarXiv – CS AI · 14h ago6/10
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Adaptive Interviewing for Persona Simulation in LLMs: Evidence-Grounded Reasoning Improves Decision Alignment
Researchers propose an adaptive interview framework to improve how large language models simulate individual decision-making by gathering persona-relevant information through structured dialogue. The study finds that richer contextual information alone doesn't guarantee better accuracy; instead, LLMs only improve predictions (45.5% vs. 39.3%) when they actively ground decisions in user-specific evidence extracted during follow-up questions.