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Masked diffusion generates controllable chess puzzles and nearly doubles valid yield with reinforcement learning

calendar_today October 3, 2026 person Eric Malmi domain aligned-news

A 268-million-parameter masked diffusion model generates chess positions conditioned on tactical themes, partial boards and best moves. Reinforcement learning raises the share with both a unique solution and matching themes from 22.37 percent to 42.32 percent.

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