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capability fusion 1domain adaptation 1inference-time routing 1large language models 1scientific question answering 1

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cs.CL2026

Learning Agent Routing From Early Experience

Yimin Wang, Jiahao Qiu, Xuan Qi +6

LLM agents achieve strong performance on complex reasoning tasks but incur high latency and compute cost. In practice, many queries fall within the capability boundary of cutting-e…