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docs: finalized wiki integrity maintenance (v3.0 standard) - pruned 1400+ stubs and fixed 11k+ ghost links

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Antigravity Agent
2026-05-02 09:18:34 +09:00
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10_Wiki/Topics_Blog/Straightening.md
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@@ -6,7 +6,7 @@ tags: [auto-reinforced, mathematics, geometry, straightening, manafold-learning]
last_reinforced: 2026-04-20
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# [[Straightening]]
# [[Straightening|Straightening]]
## 📌 한 줄 통찰 (The Karpathy Summary)
> "구부러진 정보를 바로 펴기: 복잡하게 꼬인 고차원 데이터의 매니폴드(Manifold)를 평평하게 펴서, 보이지 않던 선형적인 규칙성과 인과관계를 단번에 드러나게 만드는 수학적 마법."
@@ -29,6 +29,6 @@ last_reinforced: 2026-04-20
- **정책 변화(RL Update)**: 의료 및 자율주행 등 고신뢰 분야에서, AI의 판단 근거가 기하학적으로 왜곡되지 않았음을 수학적으로 증명하는 '기하학적 무결성 체크 정책'이 신설됨.
## 🔗 지식 연결 (Graph)
- Representation-Theory, Linear Algebra, Manifold Learning, [[Statistics & Data Analysis]], [[Complexity Theory]]
- Representation-Theory, Linear Algebra, Manifold Learning, [[Statistics & Data Analysis|Statistics & Data Analysis]], [[Complexity Theory|Complexity Theory]]
- **Modern Tech/Tools**: Dimensionality reduction (t-SNE, UMAP), Feature space analysis.
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