ICML's top paper says diffusion language models sabotage their own best feature
ICML 2026 gave an Outstanding Paper award to work showing that diffusion language models waste their much-touted any-order generation by skipping the hardest, most decision-critical words -- and that forcing a plain left-to-right order during trainin


