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ReAct

topic2 events
papersTODAY 04:00 UTC

arXiv Paper Proposes Utility-Guided Orchestration for LLM Tool Use

A new arXiv preprint addresses the trade-off tool-using LLM agents face between answer quality and execution cost. It notes that fixed pipelines are reliable but rigid, while free-form multi-step approaches like ReAct can raise performance at added expense. The proposed method applies utility guidance to decide how agent orchestration should proceed.

agents/tool-use/efficiency/arxiv