AI RESEARCH
Dynamic Theory of Mind as a Temporal Memory Problem: Evidence from Large Language Models
arXiv CS.AI
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ArXi:2603.14646v1 Announce Type: new Theory of Mind (ToM) is central to social cognition and human-AI interaction, and Large Language Models (LLMs) have been used to help understand and represent ToM. However, most evaluations treat ToM as a static judgment at a single moment, primarily relying on tests of false beliefs. This overlooks a key dynamic dimension of ToM: the ability to represent, update, and retrieve others' beliefs over time.