Xirui Li
2 papers · Latest:
Artificial Intelligence
Superminds Test: Actively Evaluating Collective Intelligence of Agent Society via Probing Agents
Superminds Test reveals that collective intelligence does not spontaneously emerge in large-scale LLM agent societies due to sparse, shallow interactions.
2604.22452
Artificial IntelligenceClawEnvKit: Automatic Environment Generation for Claw-Like Agents
ClawEnvKit automates diverse environment generation for claw-like agents from natural language, enabling scalable evaluation and adaptive training.
2604.18543
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