Right Makes Might: Aligning Verified Hidden States Empowers RL Reasoning

Ziyue Wang, Aomufei Yuan, Yongfu Zhu +10

Reinforcement Learning from Verifiable Rewards (RLVR) has become the dominant approach for improving mathematical reasoning in large language models, yet current methods reduce eac…