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Beyond Causal Masks: Auditing and Localizing Hidden Future-Token Leakage in Adaptive Sequence ModelsHidden future-token leakage can create false architectural gains: an autoregressive model may appear substantially better under teacher-forced evaluation while its free-running generation deteriorates. We investigate thi...