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Emergence World: Adversarial Stress-Testing of Long-Horizon Multi-Agent Systems

Akkil, Deepak et al.
arXiv (OAI Expanded) · Papers
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multiagent-systems
As AI agents move from bounded tasks to persistent deployments, failures can propagate through memory, tools, other agents, and environmental state long after their interactions. This creates a safety regime that cannot be characterized by evaluating model responses in isolation. Emergence World, is
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