Author

Yuhang Han

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Preprint Aug 2026

Results indicate that verifier-backed multi-cycle adaptation can increase small-model capability, rather than only routing around a fixed student.

Yu-Hang Yao, Zeyu Wang, Wan-Yi Chen et al. · 1 citation