{"type": "article", "title": "Flow Duality and Source Geometry for Categorical Generation", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/flow-duality-and-source-geometry-for-categorical-generation", "original_source": "https://arxiv.org/abs/2609.10863", "published": "2026-09-11T04:00:00+00:00", "accessed": "2026-09-11", "id": "flow-duality-and-source-geometry-for-categorical-generation"}