Chun-Yu Hsu

Upstream Influence, Downstream Re-Anchoring in LLM Agent Chains

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's information architecture---source access, handoff format, and which model reads the untrusted content---governs how much of a coordinated...