most citedThe PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies

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cs.MA2026

You Only Align Once: Propagating Cooperative Behaviors in Multi-Agent Systems through Seed Agents

Nicole Hsing, Nicole Summer Hsing, Asuka Yuxi Zheng +4

Ensuring aligned agent behaviors in distributed open multi-agent systems remains challenging, especially as populations grow and unaligned agents may exist. We show that a single a…