Recurrent-depth architectures let small open models close the gap with frontier models faster

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Original Report

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Because recurrent depth converts capabilities that would otherwise require larger parameter counts into extra inference-time compute, and synergizes structurally with MoE, open small models will catch up to Astra-level capability faster than previous frontier models were matched.