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Neural intel Pod

Beyond Reward: Limits of RL in LLM Reasoning

Jun 17, 2025 · 00:39:57
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✨ AI Summary
  • RLVR may not fundamentally improve LLM reasoning beyond base models.
  • Pass@k metric shows limited gains across math, code, and visual reasoning.
  • Base models perform surprisingly well, questioning RLVR's impact.

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