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Xu Shen · Song Wang · Zhen Tan · Laura Yao · Xinyu Zhao · Kaidi Xu · Xin Wang · Tianlong Chen
Xu Shen · Qi Zhang · Song Wang · Zhen Tan · Xinyu Zhao · Laura Yao · Vaishnav Tadiparthi · Hossein Nourkhiz Mahjoub · Ehsan Moradi Pari · Kwonjoon Lee · Tianlong Chen
Large Language Model based multi-agent systems (MAS) excel at collaborative problem solving but remain brittle to cascading errors: a single faulty step can propagate across agents and disrupt the trajectory. In this paper, we present MASC, a metacognitive framework that endows MAS with real-time...