HarnessForge: Joint Harness and Policy Evolution for Adaptive Agent Systems 事件

HarnessForge: Joint Harness and Policy Evolution for Adaptive Agent Systems arXiv:2606.01779v1 Announce Type: new Abstract: LLM agents are increasingly expected to operate across heterogeneous task regimes that require distinct execution paradigms. This challenges fixed agent systems and motivates system-level meta-adaptation beyond isolated component updates. While existing works have adapted external harness or trained underlying reasoning policies, full-system adaptation remains insufficient