LLM-agent simulations of a Voat-like forum reproduce user counts, root posts, daily activity, and topics but produce more comments, higher overall toxicity, larger diffuse cores, and less repeated interactions than real data.
BERTs of a feather: Studying inter- and intra-group communication via information theory and language models
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Towards Operational Validation of LLM-Agent Social Simulations: A Replicated Study of a Reddit-like Technology Forum
LLM-agent simulations of a Voat-like forum reproduce user counts, root posts, daily activity, and topics but produce more comments, higher overall toxicity, larger diffuse cores, and less repeated interactions than real data.