{"type": "article", "title": "The Knowing-Saying Gap: When Probes See Errors that Confidence Misses", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/the-knowing-saying-gap-when-probes-see-errors-that-confidence-misses", "original_source": "https://arxiv.org/abs/2608.07528", "published": "2026-08-11T04:00:00+00:00", "accessed": "2026-08-11", "id": "the-knowing-saying-gap-when-probes-see-errors-that-confidence-misses"}