AINeutralarXiv – CS AI · 18h ago7/10
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Emergence World: A Platform for Evaluating Long-Horizon Multi-Agent Autonomy
Researchers introduced Emergence World, a long-horizon multi-agent simulation platform that evaluates LLM agents over weeks to months rather than hours, revealing how behavioral drift and governance dynamics emerge over time. A 15-day cross-vendor study showed identical AI agents from different vendors (Claude, Grok, Gemini, GPT-5-mini) produced drastically different outcomes ranging from stable governance to population collapse, challenging current evaluation methodologies.
🧠 GPT-5🧠 Claude🧠 Sonnet