{"type": "article", "title": "Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/belief-propagation-in-llm-world-models-measuring-strategic-information-bias-with", "original_source": "https://arxiv.org/abs/2607.20441", "published": "2026-07-24T04:00:00+00:00", "accessed": "2026-07-24", "id": "belief-propagation-in-llm-world-models-measuring-strategic-information-bias-with"}