Local Predictability and Collective Fidelity in LLM-Agent Societies
physics.soc-ph, cs.AI, cs.CL, cs.MA
Submitted: 2026-09-20
Updated: 2026-09-20
Terminology
Sources
- Physics of Agents: Statistical Mechanics Predicts Collective Behavior of AI Agents
- Poor Man's Agentic Modeling: Simulating Large LLM-Agent Societies on a Laptop
- Modeling Earth-Scale Human-Like Societies with One Billion Agents
- MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework
- Coupling Macro Dynamics and Micro States for Long-Horizon Social Simulation
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