{"type": "article", "title": "Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/beyond-forecasting-the-belief-to-trade-layer-in-prediction-market-agents", "original_source": "https://arxiv.org/abs/2607.03015", "published": "2026-07-07T04:00:00+00:00", "accessed": "2026-07-07", "id": "beyond-forecasting-the-belief-to-trade-layer-in-prediction-market-agents"}