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The Confidence Shortcut: A Reasoning Failure Mode of Masked Diffusion Models
Chain-of-thought reasoning helps autoregressive models solve complex problems by generating intermediate steps that support later predictions. Masked diffusion models (MDMs) offer a similar opportunity through arbitrary-order generation: they can ideally reveal intermediate results along logical dep
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