{"type": "article", "title": "Perception, Layout, and Validation: Calibrated Confidence for Reliable Straight-Through Processing of Financial Documents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/perception-layout-and-validation-calibrated-confidence-for-reliable-straight-of", "original_source": "https://www.machinebrief.com/news/perception-layout-and-validation-calibrated-confidence-for-r-l3sz", "published": "2026-09-18T04:00:00+00:00", "accessed": "2026-09-18", "id": "perception-layout-and-validation-calibrated-confidence-for-reliable-straight-of"}