Drop the Hierarchy and Roles: How Self-Organizing LLM Agents Outperform Designed Structures
arXiv:2603.28990v1 Announce Type: new
Abstract: 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…