{"type": "article", "title": "LLMs Fumble at Explaining Probabilities: Consistency Without Calibration", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/llms-fumble-at-explaining-probabilities-consistency-without-calibration", "original_source": "https://www.machinebrief.com/news/llms-fumble-at-explaining-probabilities-consistency-without-ofn8", "published": "2026-07-13T06:37:32+00:00", "accessed": "2026-07-13", "id": "llms-fumble-at-explaining-probabilities-consistency-without-calibration"}