{"type": "article", "title": "Beyond Transformers: A Mathematical Critique of Cross-Lingual Diffusion Architectures", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/beyond-transformers-a-mathematical-critique-of-cross-lingual-diffusion", "original_source": "https://dev.to/marek_builds/-beyond-transformers-a-mathematical-critique-of-cross-lingual-diffusion-architectures-ng7", "published": "2026-09-21T00:00:11+00:00", "accessed": "2026-09-21", "id": "beyond-transformers-a-mathematical-critique-of-cross-lingual-diffusion"}