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calibrated reasoning

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  1. Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for Edge LLM Agents

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    Researchers have proposed a framework called Think Short, Defer Smart (TSDS) for edge LLM agents that can handle complex multi-step tasks while managing their reasoning budget effectively. TSDS integrates a lightweight…