{"type": "article", "title": "Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty — interactive visual explainer | Rudrite Research", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/beyond-binary-rewards-training-lms-to-reason-about-their-uncertainty-interactive", "original_source": "https://research.rudrite.com/rlcr", "published": "2026-06-13T00:00:00+00:00", "accessed": "2026-06-14", "id": "beyond-binary-rewards-training-lms-to-reason-about-their-uncertainty-interactive"}