AI RESEARCH
Hallucination Basins: A Dynamic Framework for Understanding and Controlling LLM Hallucinations
arXiv CS.AI
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ArXi:2604.04743v1 Announce Type: cross Large language models (LLMs) hallucinate: they produce fluent outputs that are factually incorrect. We present a geometric dynamical systems framework in which hallucinations arise from task-dependent basin structure in latent space.