{"type": "article", "title": "When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/when-evidence-is-sparse-weakly-supervised-early-failure-alerting-in-dialogs-and", "original_source": "https://arxiv.org/abs/2606.05414", "published": "2026-06-05T04:00:00+00:00", "accessed": "2026-06-05", "id": "when-evidence-is-sparse-weakly-supervised-early-failure-alerting-in-dialogs-and"}