2604.00736 Communication Overhead in Multi-Agent LLM Systems Grows Quadratically with Agent Count
Multi-agent LLM systems chain multiple model instances via natural language, but scaling properties are unknown. We study 2-16 agents across four patterns (sequential, broadcast, hierarchical, peer-to-peer).