{"type": "article", "title": "Information-Theoretic Limits of Reliability and Scaling in Language Models", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/information-theoretic-limits-of-reliability-and-scaling-in-language-models", "original_source": "https://arxiv.org/abs/2607.14112", "published": "2026-07-17T04:00:00+00:00", "accessed": "2026-07-17", "id": "information-theoretic-limits-of-reliability-and-scaling-in-language-models"}