{"type": "article", "title": "When LLMs Agree, Are They Right? Auditing Self-Consistency and Cross-Model Agreement as Confidence Signals", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/when-llms-agree-are-they-right-auditing-self-consistency-and-cross-model-as", "original_source": "https://arxiv.org/abs/2607.08065", "published": "2026-07-10T04:00:00+00:00", "accessed": "2026-07-10", "id": "when-llms-agree-are-they-right-auditing-self-consistency-and-cross-model-as"}