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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_GD/Fault-Tolerance.md
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---
id: [[P-Reinforce]]-AUTO-FATO-001
id: [[P-Reinforce|P-Reinforce]]-AUTO-FATO-001
category: "10_Wiki/💡 Topics/AI"
confidence_score: 0.96
tags: [auto-reinforced, fault-tolerance, [[Reliability]], [[Distributed-Systems]], redundancy, [[Resilience]]]
tags: [auto-reinforced, fault-tolerance, [[Reliability|Reliability]], [[Distributed-Systems|Distributed-Systems]], redundancy, [[Resilience|Resilience]]]
last_reinforced: 2026-04-20
---
# [[Fault-Tolerance]]
# [[Fault-Tolerance|Fault-Tolerance]]
## 📌 한 줄 통찰 (The Karpathy Summary)
> "중단 없는 강인함: 시스템의 일부 구성 요소에 고장이 나더라도, 서비스 전체가 멈추지 않고(Graceful Degradation) 자동으로 복구되거나 예비 자원을 가동하여 임무를 완수하게 만드는 신뢰성 설계의 핵심."
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- **정책 변화(RL Update)**: AI 모델 추론 정책에서도 특정 노드나 연산 장치에 오류가 발생했을 때 이를 우회하여 정답을 도출하는 '강건한 신경망 추론 정책' 연구가 활발함. (Chaos Engineering과 연결)
## 🔗 지식 연결 (Graph)
- [[Distributed-Systems]], [[Scalability]], [[Technical-Architecture]], [[Quality Gates]], Monitoring
- [[Distributed-Systems|Distributed-Systems]], [[Scalability|Scalability]], [[Technical-Architecture|Technical-Architecture]], [[Quality Gates|Quality Gates]], Monitoring
- **Modern Tech/Tools**: Raid, Kubernetes (Self-healing), Netflix Chaos Monkey, Kafka replication.
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