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cs.AI2026

Runtime Uncertainty Monitoring for LLM-Based Multi-Agent Systems Using Bayesian Networks

Bart Custers, Koorosh Aslansefat

The paper presents a framework for monitoring runtime uncertainty in large‑language‑model based multi‑agent systems by converting token‑level log‑probabilities into calibrated conf…