{"type": "article", "title": "Denoising Surface: Modeling and Predicting Inference Cost for Diffusion LLM Serving", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/denoising-surface-modeling-and-predicting-inference-cost-for-diffusion-llm", "original_source": "https://www.machinebrief.com/news/denoising-surface-modeling-and-predicting-inference-cost-for-a2ry", "published": "2026-10-03T04:00:00+00:00", "accessed": "2026-10-03", "id": "denoising-surface-modeling-and-predicting-inference-cost-for-diffusion-llm"}