Entropy Sentinel: Probing Entropy Traces for LLM Monitoring

Pedro Memoli Buffa, Luciano Del Corro

Deploying LLMs raises two coupled challenges: (1) monitoring---estimating where a model underperforms as traffic drifts---and (2) prioritization---deciding where to intervene to cl…