feat: complete wikification of War Commander batch 1&2 and final grey dot cleanup
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id: P-REINFORCE-AUTO-INEN-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: 0.97
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tags: [auto-reinforced, information-entropy, shannon, probability, information-theory, uncertainty]
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last_reinforced: 2026-04-20
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- **정책 변화(RL Update)**: AI 모델이 단순히 다음 단어를 맞히는 것을 넘어, 답변의 '정보 밀도'와 '의외성'을 조절하여 더 인간답고 가치 있는 답변을 생성하게 하는 정책적 도구로 활용됨.
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## 🔗 지식 연결 (Graph)
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- [[Information-Processing]], [[Complexity Theory]], [[Gradient-Descent]], [[Optimization]], [[Logic]]
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- Information-Processing, [[Complexity Theory]], [[Gradient-Descent]], [[Optimization]], [[Logic]]
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- **Modern Tech/Tools**: Loss functions (Cross-Entropy), Huffman coding, Softmax layers.
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