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cs.AI2026

Penelope: Localized Latent Recurrence for Efficient Structured Reasoning

Yutong Chen, Shouqian Shi, Xinran Liu +5

Penelope introduces a method that adds a localized recurrent computation within a decoder-only Transformer to perform structured reasoning efficiently, using a latent space instead…