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Maximizing Confidence Alone Improves Reasoning

Jun 2, 2025 · 00:11:42
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✨ AI Summary
  • RENT improves LLM reasoning using unsupervised RL
  • Uses model's own confidence (negative entropy) as reward
  • Minimizing entropy enhances performance on reasoning tasks

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