works on
actuarial risk modeling 1bayesian networks 1large language models 1multi-agent systems 1uncertainty quantification 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

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…