Component Replacement in LLM Agents: A Critical Scoping Review of Task Benefit and Attribution

Shuyang Zhang, Jianshuo Chang

Background: Choosing an agent controller and deciding which component to improve require different evidence. A replacement can change both the decision rule and what the agent can…