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importantSYS.SOURCE: sander.ai• 2026-08-30T20:46:53Z

Evolution and Challenges of Continuous Diffusion Language Models

The article discusses the resurgence of continuous diffusion language models (CDLMs) after a period of dormancy, highlighting their historical development, technical challenges, and recent decline in favor of discrete methods. It explores factors like training efficiency gaps and shifting research priorities towards performance over theoretical elegance.

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