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Vishal Venkataramani

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#artificial intelligence Feb 2026

MAS-ProVe: Understanding the Process Verification of Multi-Agent Systems

It is found that process-level verification does not consistently improve performance and frequently exhibits high variance, highlighting the difficulty of reliably evaluating partial multi-agent trajectories.

Vishal Venkataramani, Haizhou Shi, Zi-Xuan Ke et al. · arXiv.org · 6 citations