AIBullisharXiv – CS AI · 3h ago7/10
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AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation
Researchers introduce AutoScientists, a decentralized multi-agent AI system that autonomously conducts long-running scientific experiments by self-organizing teams, critiquing proposals, and sharing failures. The system outperforms single-agent approaches across biomedical machine learning, language model optimization, and protein prediction tasks, achieving significant improvements in speed and accuracy.