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Represented but Not Used: Value-Policy Dissociation in LLM Agents

arXiv cs.AI · Yuzhang Luo, Mohamed Aghzal, Liangming Pan, Ziyu Yao ·

arXiv:2611.10457v1 Announce Type: new Abstract: Large language model (LLM) agents need to choose actions whose consequences unfold over multiple future steps, yet poor decisions do not reveal whether the model failed to represent those consequences or failed to use them. Mechanistic interpretability has studied…

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