1
Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for Edge LLM Agents
针对边缘设备上LLM代理的推理延迟与不确定性校准策略，提出“短思考、智能延迟、行动”循环新范式。
arXiv:2607.26865v1 Announce Type: cross Abstract: LLM agents following the ReAct paradigm are promising enablers of complex multi-step tasks, includin…