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News/Learning to Solve, Forgetting to Retain: Correct-Set Turnover in RLVR
arxiv
PublishedJune 3, 2026 at 4:00 AM
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Learning to Solve, Forgetting to Retain: Correct-Set Turnover in RLVR

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arXiv:2606.03087v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) improves the ability of large language model, yet headline accuracy gains often conceal a hidden cost: previously solved problems quietly become unsolvable as training proceeds. We frame this phenom

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