feat: complete wikification of War Commander batch 1&2 and final grey dot cleanup
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id: P-REINFORCE-AUTO-FITU-001
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category: "[[10_Wiki/💡 Topics/AI]]"
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category: "10_Wiki/💡 Topics/AI"
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confidence_score: 0.98
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tags: [auto-reinforced, fine-tuning, llm, transfer-learning, domain-adaptation, lora]
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last_reinforced: 2026-04-20
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- **정책 변화(RL Update)**: 단순히 데이터를 넣는 수준을 넘어, 모델의 가치관과 윤리를 정렬하는 RLHF/DPO 정책과 결합되어 '지능의 방향성 정책'을 설정하는 과정으로 고도화됨. (DPO와 연결)
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## 🔗 지식 연결 (Graph)
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- [[Transfer-Learning]], [[DPO (Direct Preference Optimization)]], [[Optimization]], [[Efficiency]], [[Constitutional AI (헌법 AI)]]
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- Transfer-Learning, [[DPO (Direct Preference Optimization)]], [[Optimization]], [[Efficiency]], [[Constitutional AI (헌법 AI)]]
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- **Modern Tech/Tools**: LoRA, QLoRA, Hugging Face `peft` library, Unsloth.
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