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Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning

Hugging Face Daily Papers · 2026-06-11 Cached

SWITCH is a switchable latent reasoning framework that uses explicit boundary tokens to enable trainable and interpretable recurrent hidden-state reasoning via on-policy reinforcement learning, outperforming prior approaches.

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