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arXiv論文解説: Large Language Models as Optimizers (OPRO)#15

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arXiv論文解説: Large Language Models as Optimizers (OPRO)#15
0h-n0 merged 1 commit intomasterfrom
article/paper-opro-2309-03409

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@0h-n0 0h-n0 commented Feb 15, 2026

Zenn記事 Claude Codeプロンプト管理術 の深掘り記事

情報源

  • 種別: arXiv論文
  • URL: https://arxiv.org/abs/2309.03409
  • タイトル: Large Language Models as Optimizers
  • 著者: Chengrun Yang et al. (Google DeepMind)
  • 発表: ICLR 2024

記事概要

LLMがLLMを最適化するOPRO手法の詳細解説。自然言語でプロンプト最適化を実現し、GSM8Kで+8%、Big-Bench Hardで+50%の性能向上を達成。Claude Code CLAUDE.md最適化への応用例を含む。

🤖 Generated with Claude Code

Zenn記事「Claude Codeプロンプト管理術」の深掘り記事

## 内容
- OPRO手法の詳細解説(自然言語による最適化)
- 数式・アルゴリズム実装
- Claude Code CLAUDE.md最適化への応用例

## 関連Zenn記事
https://zenn.dev/0h_n0/articles/21f1740dc0ddd9

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
@0h-n0 0h-n0 merged commit 08c3cce into master Feb 15, 2026
@0h-n0 0h-n0 deleted the article/paper-opro-2309-03409 branch February 18, 2026 03:35
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