{"type": "article", "title": "Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/commitment-before-realization-when-classifier-free-guidance-becomes-unnecessary", "original_source": "https://arxiv.org/abs/2608.08082", "published": "2026-08-11T04:00:00+00:00", "accessed": "2026-08-11", "id": "commitment-before-realization-when-classifier-free-guidance-becomes-unnecessary"}