{"type": "article", "title": "Ptolemaic and LLM Architecture Compared (In 3D)", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/ptolemaic-and-llm-architecture-compared-in-3d", "original_source": "https://celestial-llm-mirror.vercel.app/", "published": "2026-07-15T02:29:14+00:00", "accessed": "2026-07-15", "id": "ptolemaic-and-llm-architecture-compared-in-3d"}