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The Story Shapes the Agent: Narrative Priors in LLM Behavior
研究发现：任务叙事框架比人物设定更能有效引导LLM行为，三个结构同构游戏实验揭示关键规律。
arXiv:2607.18566v1 Announce Type: cross Abstract: Persona prompting is widely used to steer LLM agent behavior, yet the narrative framing of a task ca…