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cs.AI2026

Reasoning Can Be Restored by Correcting a Few Decision Tokens

Changshuo Shen, Leheng Sheng, Yuxin Chen +2

Large reasoning models (LRMs) substantially outperform their base LLM counterparts on challenging reasoning benchmarks, yet it remains poorly understood where base models go wrong…