ProMAS: Proactive Error Forecasting for Multi-Agent Systems Using Markov Transition Dynamics

arXiv:2603.20260v1 Announce Type: new Abstract: The integration of Large Language Models into MultiAgent Systems MAS has enabled the solution of complex, longhorizon tasks through collaborative reasoning.