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In Search of Lost Time: Temporal Competence in Large Language Models

arXiv cs.AI · Ryan Liu, David Lee, Icey Siyi Ai, Marwa Abdulhai, Rachit Dubey, Thomas L. Griffiths ·

arXiv:2611.10536v1 Announce Type: new Abstract: Today's large language models (LLMs) increasingly interact with time: AI agents schedule tasks, coordinate with people and other AI systems, and even decide how long to think. Yet LLMs only ever encounter time secondhand---in descriptions rather than experience. Does…

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