{"type": "article", "title": "PathCal: State-Aware Reflection-Marker Calibration for Efficient Reasoning", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/pathcal-state-aware-reflection-marker-calibration-for-efficient-reasoning", "original_source": "https://arxiv.org/abs/2605.23074", "published": "2026-05-25T04:00:00+00:00", "accessed": "2026-07-16", "id": "pathcal-state-aware-reflection-marker-calibration-for-efficient-reasoning"}