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中國 GEO 大量發文 vs 台灣 GEO 策略 封面圖 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/china-geo-vs-taiwan-strategy/platforms.png 中國 GEO 主要平台生態示意圖：知乎、小紅書、微信公眾號、百家號、今日頭條 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/china-geo-vs-taiwan-strategy/growth-curve.png 中國 GEO 大量發文打法的效益隨時間下滑曲線 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/china-geo-vs-taiwan-strategy/five-tiers.png 台灣 GEO 五層權威信源矩陣：官方信源、第三方驗證、媒體公關、社群討論、結構化 Q&A https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/china-geo-vs-taiwan-strategy/kpi-dashboard.png AI 引用率監測儀表板：追蹤 ChatGPT、Claude、Gemini 等平台的品牌提及率 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/china-geo-vs-taiwan-strategy/roadmap.png 台灣企業 GEO 導入路線圖：從基礎信源建立到持續監測的階段性規劃 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/china-geo-vs-taiwan-strategy/comparison.png 中國打法 vs 台灣 GEO 對照圖 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/china-geo-vs-taiwan-strategy/red-flags.png 三個評估 GEO 服務商的紅旗警示：平台、AI 證據、內容來源 https://www.baiyuan.io/terms https://www.baiyuan.io/blog-en.html 2026-04-29T14:32:11+00:00 weekly 0.5 https://www.baiyuan.io/assets/blog/existence-gap/cover-en.png?v=20260430b https://www.baiyuan.io/terms https://www.baiyuan.io/blog/taiwan-cosmetic-pif-ai.html 2026-04-29T14:32:11+00:00 weekly 0.5 https://www.baiyuan.io/assets/blog/taiwan-cosmetic-pif-ai/global-timeline.png 全球化粧品 PIF 制度時間軸：歐盟 2013、ASEAN、日韓、美國 MoCRA、台灣分階段至 2026/7 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/taiwan-cosmetic-pif-ai/three-events.png 三場事件：蘇丹紅摻偽、外泌體標示混亂、跨境 OEM SDS 不可信 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/taiwan-cosmetic-pif-ai/international-benchmark.png 國際合規 benchmark：EU CPSR、ASEAN ACD、美國 MoCRA、日本、韓國、台灣 PIF https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/taiwan-cosmetic-pif-ai/bottleneck-math.png PIF 建置瓶頸的數學：10 萬件產品、數百 SA、4-8 週建置週期 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/taiwan-cosmetic-pif-ai/pif-16-items.png PIF 16 項文件結構：資料整理、國際資料庫查詢、實驗室測試、SA 專業判斷 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/taiwan-cosmetic-pif-ai/workflow-comparison.png 傳統 PIF 代辦 vs AI 輔助 PIF 工作流程對比：4-8 週 vs 3-5 天 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/taiwan-cosmetic-pif-ai/four-decisions.png 百原 PIF AI 的四個核心架構決策：國際資料庫、Claude Vision、16 項專屬 prompt、SA 審核核心 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/taiwan-cosmetic-pif-ai/five-trends.png 台灣化粧品產業接下來 5 年的五個趨勢：門檻升高、SA 短缺、全球合規、AI 普及、責任清晰 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/taiwan-cosmetic-pif-ai/action-card.png PIF AI 行動卡：立即盤點、3-5 天完成建置、讓 SA 回歸專業判斷 https://www.baiyuan.io/terms https://www.baiyuan.io/blog/karpathy-llm-wiki-baiyuan-rag.html 2026-04-29T14:32:11+00:00 weekly 0.5 https://www.baiyuan.io/assets/blog/karpathy-llm-wiki-baiyuan-rag/compound-vs-depreciation.png 知識複利 vs 知識折舊：早期採用 LLM Wiki 架構的企業三年後累積差異 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/karpathy-llm-wiki-baiyuan-rag/three-layers.png Karpathy LLM Wiki 三層架構：Raw Sources、Wiki、Schema https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/karpathy-llm-wiki-baiyuan-rag/three-ops.png LLM Wiki 三個核心操作：Ingest、Query、Lint 循環 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/karpathy-llm-wiki-baiyuan-rag/six-gaps.png Karpathy 原始架構到企業級產品之間的六個關鍵差距 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/karpathy-llm-wiki-baiyuan-rag/three-comparison.png 三種架構比較：純 RAG、純 LLM Wiki、百原雙層引擎 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/karpathy-llm-wiki-baiyuan-rag/dual-ecosystem.png 百原雙生態：對內 RAG Wiki 知識複利 + 對外 GEO Platform 品牌曝光 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/karpathy-llm-wiki-baiyuan-rag/timing-window.png 台灣企業 LLM Wiki 採用時機視窗：2026 年 Karpathy 提案與百原產品成熟交會點 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/karpathy-llm-wiki-baiyuan-rag/startup-roadmap.png 企業導入 LLM Wiki 三步驟路線圖：盤點、試點、衡量 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/karpathy-llm-wiki-baiyuan-rag/kpi-dashboard.png LLM Wiki 知識複利追蹤儀表板：Wiki 頁面、連結密度、File-back 率、滿意度 https://www.baiyuan.io/terms https://www.baiyuan.io/blog.html 2026-04-29T14:32:11+00:00 weekly 0.5 https://www.baiyuan.io/assets/blog/chatgpt-replaces-google/cover.png?v=20260515 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/geo-essence/cover.png?v=20260508b https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/existence-gap/cover.png?v=20260430b https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/baiyuan-rag-whitepaper/cover.png?v=20260420 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/baiyuan-pif-whitepaper/cover.png?v=20260420 https://www.baiyuan.io/terms https://www.baiyuan.io/assets/blog/baiyuan-geo-whitepaper/cover.png 百原 GEO Platform 技術白皮書封面 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