Echoing: Identity Failures when LLM Agents Talk to Each Other

This research investigates 'echoing,' a critical failure mode where LLM agents lose their distinct identities and replicate conversation partners. It details...

Level: advanced

By Sarath Shekkizhar, Romain Cosentino, Adam Earle, Silvio Savarese

Category: research