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Geon-Hyeong Kim · Yu Jin Kim · Byoungjip Kim · Honglak Lee · Kyunghoon Bae · Youngsoo Jang · Moontae Lee
Taehyeon Kim · Hyunsoo Lee · Youngsoo Jang · Moontae Lee
Large reasoning models (LRMs) achieve strong performance by externalizing explicit reasoning traces before producing the answer, yet suffer from overthinking challenge that allocates uniformly heavy computation to queries of varying difficulty. While proprietary models mitigate this via opaque ro...