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Sessa Breaks the Mamba-or-Transformer Binary: Distance-Invariant Retrieval Forces a Rethink of Long-Context Architecture Choices

Sessa embeds attention inside a recurrent loop, outperforming Transformer and Mamba on long-context tasks. The interaction topology matters more than the attention-SSM ratio.