{"type": "article", "title": "Celeris-1 Magnus: Fast hybrid diffusion model for agentic work", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/celeris-1-magnus-fast-hybrid-diffusion-model-for-agentic-work", "original_source": "https://celeris.ai/celeris-1-magnus", "published": "2026-09-01T05:20:08+00:00", "accessed": "2026-09-01", "id": "celeris-1-magnus-fast-hybrid-diffusion-model-for-agentic-work"}