Preprint
Aug 2026
MERA: Model Evolution and Routing with Skill Adaptation for Agentic Systems at Scale
Results indicate that verifier-backed multi-cycle adaptation can increase small-model capability, rather than only routing around a fixed student.
Yuhang Yao, Zeyu Wang, Wanyi Chen et al.
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