{"type": "article", "title": "Beyond Single-Turn Confidence: Trajectory-Adapted Uncertainty Quantification for LLM Agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/beyond-single-turn-confidence-trajectory-adapted-uncertainty-quantification-for", "original_source": "https://arxiv.org/abs/2608.11552", "published": "2026-08-13T04:00:00+00:00", "accessed": "2026-08-13", "id": "beyond-single-turn-confidence-trajectory-adapted-uncertainty-quantification-for"}