LLM Multi-Agent Systems Are Vulnerable to Herding and Runaway Cascades

Farnoosh Hashemi, Shiyu Ji, Joice Chen +1

Large language models (LLMs) increasingly operate in multi-agent systems where they collaborate by responding to others' choices, creating endogenous feedback loops with vulnerabil…