Upstream Influence, Downstream Re-Anchoring in LLM Agent Chains

Chun-Yu Hsu, Lun-Wei Ku, Chung-Chi Chen

People act on evaluative judgments produced by LLM agents, and in multi-agent systems those judgments pass through several agents before reaching a person. We show that a workflow'…