AI RESEARCH
Drop the Hierarchy and Roles: How Self-Organizing LLM Agents Outperform Designed Structures
arXiv CS.AI
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ArXi:2603.28990v1 Announce Type: new How much autonomy can multi-agent LLM systems sustain -- and what enables it? We present a 25,000-task computational experiment spanning 8 models, 4--256 agents, and 8 coordination protocols ranging from externally imposed hierarchy to emergent self-organization.