The Regression Tax: Decomposing Why Skills Help and Hurt LLM Agents
技能是双刃剑:研究揭示LLM代理的技能提升可能伴随任务回归代价,近6000次实验拆解正负效应。
arXiv:2607.22520v1 Announce Type: new Abstract: Adding procedural skills to an LLM agent is typically evaluated by average improvement in task success…