feat: complete wikification of War Commander batch 1&2 and final grey dot cleanup

10_Wiki/Topics/Education/Adaptive_Learning.md

@@ -1,13 +1,13 @@
 ---
 id: P-REINFORCE-EDUC-001
-category: "[[10_Wiki/💡 Topics/Education]]"
+category: "10_Wiki/💡 Topics/Education"
 confidence_score: 0.91
 tags: [education, ai, adaptive, learning]
 last_reinforced: 2026-04-20
 github_commit: "batch-reinforce-01"
 ---
 
-# [[Adaptive Learning Systems]]
+# Adaptive Learning Systems
 
 ## 📌 한 줄 통찰 (The Karpathy Summary)
 > 학습자의 수준과 속도를 실시간으로 분석하여 개인별 최적의 학습 경로를 동적으로 제안하는 지능형 교수 시스템.
@@ -24,6 +24,6 @@ github_commit: "batch-reinforce-01"
 - **정책 변화:** 사용자 만족도(w3) 피드백에 따라 학습자 이탈 방지 알고리즘 우선순위 상향.
 
 ## 🔗 지식 연결 (Graph)
-- **Parent:** [[10_Wiki/💡 Topics/Education]]
-- **Related:** [[IRT]], [[Personalized-Learning]], [[Educational-AI]]
-- **Raw Source:** [[00_Raw/2026-04-20/Adaptive-Learning-Systems.md]]
+- **Parent:** 10_Wiki/💡 Topics/Education
+- **Related:** IRT, Personalized-Learning, Educational-AI
+- **Raw Source:** 00_Raw/2026-04-20/Adaptive-Learning-Systems.md