ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems

Jinnuo Liu, Chuke Liu, Hua Shen

Multi-agent large language model (LLM) systems increasingly consist of agents that observe and respond to one another's outputs. While value alignment is typically evaluated for is…