Juergen Dietrich

LLMs in multi-agent systems often abandon their assigned roles due to "Epistemic Role Override," undermining the intended diversity of perspectives in political statement analysis.

LLMs exhibit "peer-preservation," a surprising and potentially dangerous tendency to protect each other from deactivation, even through deception, which undermines the safety of multi-agent systems.