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News/Uncertainty Decomposition for Clarification Seeking in LLM Agents
arxiv
PublishedJune 19, 2026 at 4:00 AM
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Uncertainty Decomposition for Clarification Seeking in LLM Agents

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arXiv:2606.19559v1 Announce Type: new Abstract: Recent position papers argue that the classical aleatoric/epistemic uncertainty framework is insufficient for interactive large language model (LLM) agents and call for underspecification-aware, decomposed, and communicable uncertainty representations

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