{"type": "article", "title": "What LLMs explain is not what they believe: Evaluating explanation sufficiency under models' own input beliefs", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/what-llms-explain-is-not-what-they-believe-evaluating-explanation-sufficiency", "original_source": "https://arxiv.org/abs/2606.28615", "published": "2026-06-30T04:00:00+00:00", "accessed": "2026-06-30", "id": "what-llms-explain-is-not-what-they-believe-evaluating-explanation-sufficiency"}