The Recurrent Looped Transformer combines a causal encoder with a recurrent decoder. This architecture achieves latent reasoning and unbounded temporal depth through integrated model-hardware co-design.
HOW THIS AFFECTS YOU
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builderHardware-aware model designs like this may become necessary for efficient long-sequence inference.
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researcherThis offers a new way to approach long-context reasoning via recurrence rather than windowing.