Pay for the Fault, Not the Flow: Label-Free In-Flow Multi-Agent Workflow Optimization.

arXiv:2610.01017v2 Announce Type: replace Abstract: Large language models (LLMs) increasingly construct multi-agent workflows that decompose a complex task and assign specialist agents from a pool. However, building such a workflow well remains challenging: ho