{"type": "article", "title": "Rewarding Doubt: Calibrated Confidence Expression of LLMs — interactive visual explainer | Rudrite Research", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/rewarding-doubt-calibrated-confidence-expression-of-llms-interactive-visual", "original_source": "https://research.rudrite.com/rewarding-doubt", "published": "2026-06-13T00:00:00+00:00", "accessed": "2026-07-08", "id": "rewarding-doubt-calibrated-confidence-expression-of-llms-interactive-visual"}