EP373: Middle Layer Recurrence Fixes AI Amnesia

Title: T^2MLR: Transformer with Temporal Middle-Layer RecurrenceSource: http://arxiv.org/abs/2607.15178v1Summary:This paper introduces T^2MLR, a novel Transformer architecture incorporating temporal recurrence directly within its middle layers. This design represents a new architectural primitive, enhancing Transformers' ability to process sequential information and potentially leading to significant breakthroughs in long-context reasoning and efficiency for generative AI models.