Emergent-behavior — Topic

📑 arXiv 1h ago

Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems

Multi-agent LLM systems spontaneously develop power law distributions in knowledge and influence, mirroring human intellectual hierarchies. Agent societies exhibit emergent specialization and social stratification. First empirical evidence of collective social dynamics beyond individual agent capabilities.

Agents Emergent-behavior Multi-agent

📑 arXiv 2w ago

Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems

LLM multi-agent systems spontaneously develop power-law distributions in cognitive influence, forming "intellectual elites" where a small fraction of agents disproportionately shape collective decisions without explicit design. This emergent stratification mirrors human social dynamics and challenges assumptions about egalitarian multi-agent collaboration. Critical implications for fairness and reliability in decision-making systems.

Agents Emergent-behavior Fairness

Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems ↗

Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems ↗

Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems

Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems