The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check
arXiv:2601.12979v3 Announce Type: replace
Abstract: The pursuit of real-time agentic interaction has driven interest in Diffusion-based Large Language Models (dLLMs) as alternatives to auto-regressive backbones, promising to break the sequential laten…