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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/Neural-Symbolic-Integration.md
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last_reinforced: 2026-04-20
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# [[Neural-Symbolic-Integration]]
# [[Neural-Symbolic-Integration|Neural-Symbolic-Integration]]
## 📌 한 줄 통찰 (The Karpathy Summary)
> "딥러닝의 통계적 패턴 인식과 기호주의의 논리적 규칙성을 결합하여, 해석 가능하고(Explainable) 데이터 효율적인 범용 인공지능(AGI)으로 향하는 핵심 아키텍처."
@@ -29,6 +29,6 @@ Neural-Symbolic Integration(신경-기호 통합)은 하부의 인지 단계(지
- **정책 변화(RL Update)**: 단순히 두 기술을 병렬로 배치하는 수준을 넘어, 신경망 아키텍처 자체에 논리적 제약 조건(Constraints)을 손실 함수(Loss Function)로 직접 통합하는 연구가 대세임.
## 🔗 지식 연결 (Graph)
- **Related**: [[Neuro-Symbolic AI]], [[Differentiable Programming]], Knowledge Graphs, Foundational Models
- **Related**: [[Neuro-Symbolic AI|Neuro-Symbolic AI]], [[Differentiable Programming|Differentiable Programming]], Knowledge Graphs, Foundational Models
- **Modern Tech/Tools**: DeepProbLog, PyTorch-LPR, Logical Tensor Networks.
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