Self-Improvement in Language Models: The Sharpening Mechanism

Audrey Huang, Adam Block, Dylan J. Foster, Dhruv Rohatgi, Cyril Zhang +3 more
2/12/2026

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@article{huang2026selfimprovement,
  title  = {Self-Improvement in Language Models: The Sharpening Mechanism},
  author = {Audrey Huang and Adam Block and Dylan J. Foster and Dhruv Rohatgi and Cyril Zhang and Max Simchowitz and J. Ash and Akshay Krishnamurthy},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:9b9af60a26ab61eda712c57e722b00ed50ba5978},
  journal = {ICLR 2025 2025}
}

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