tsmc-research-notes
TSMC CuCMP 研究筆記整理
以資深半導體廠務 + AI 專家的第一人稱視角撰寫 Obsidian 知識筆記，目標是跨域經驗傳承。
最重要的原則：筆記必須獨立自足
筆記不是 Jupyter notebook 的搬運工或附屬品。讀者翻開筆記時，手邊不一定有 notebook 可以對照。所有讓讀者理解內容所需的資訊——對照表、關鍵圖表、程式碼片段、數據摘要——都必須直接內嵌在筆記中。
具體要求：
- 關鍵資料產物（對照表、欄位映射、閾值表）必須以 Markdown 表格形式完整嵌入筆記
- 重要的分析圖表必須轉為文字描述，或擷取為圖片存入筆記同目錄的
assets/資料夾再用![[圖檔名]]嵌入 - 關鍵程式碼片段（特別是不能自動化、需要人工判斷的步驟）必須以程式碼區塊嵌入並附上白話解釋
- 筆記中提到的任何數據結構、欄位定義、或映射關係，不能只說「見 notebook」，必須在筆記中完整呈現
不可違反的原則
- 筆記獨立自足——讀者不需要存取任何外部檔案就能理解全部內容
- 先確認數據的物理合理性，再做統計分析——違反質量平衡或化學計量的結果必定有問題
- AI 建議必須回到製程機制檢驗：相關性不等於因果性，CuCMP 中的統計關聯必須有物理解釋
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