Disentangling Task Difficulty from Run-Level Failure in Agent Failure Prediction

Mohsen EsfandyariDoulabi, Lawrence Arkoh, Biruk Tadesse +4

Predicting whether an LLM agent will fail has emerged as a promising direction for supporting intervention during execution. Recent approaches report strong predictive performance,…