[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-內容審核":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":6,"article_count":7,"description_zh":8,"description_en":9},"81f549cd-a867-441b-b475-f1b3ea1026c3","內容審核",3,"內容審核涵蓋平台如何辨識、標記與阻擋垃圾內容、仿冒資訊與違規素材，從 AI 假歌、仿聲到影片 deepfake 都牽涉其中。它直接影響串流平台、生成式 AI 與社群服務的成本、誤判率與合規風險。","Content moderation covers how platforms detect, label, and block spam, impersonation, and policy-violating media. From AI-generated songs and voice clones to video deepfakes, it shapes the cost, false-positive rate, and compliance risk of streaming, social, and generative AI systems.",[11,20,27,34,41,48],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"cdd027c7-792c-4f18-9b09-beeefa3db889","streaming-platforms-must-kill-ai-slop-remixes-zh","為什麼串流平台必須立刻剷除 AI 廢料混音","串流平台應該強力封殺 AI 廢料混音，並停止把版稅發給匿名灌水帳號，否則排行榜、版稅與藝人署名都會被系統性扭曲。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778451035846-hzak.png","zh","2026-05-10T22:10:21.144847+00:00",{"id":21,"slug":22,"title":23,"summary":24,"category":16,"image_url":25,"cover_image":25,"language":18,"created_at":26},"d85e3237-52cf-4de7-bc6c-df43390de5ec","how-ai-is-changing-social-media-2026-zh","AI 如何改變 2026 社群媒體","AI 已經介入社群媒體的排序、內容產製、審核和假訊息風險，連聊天機器人都在分走使用者注意力。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778271064399-gi5r.png","2026-05-08T20:10:41.462234+00:00",{"id":28,"slug":29,"title":30,"summary":31,"category":16,"image_url":32,"cover_image":32,"language":18,"created_at":33},"c89e73a4-9b1d-4ad9-8600-79e3543c4aab","wei-shen-me-ai-ying-yong-bu-gai-ba-mei-ge-moderation-biao-ji-zh","為什麼 AI 應用不該把每個 moderation 標記都直接封鎖","AI 應用應把 moderation 標記當成訊號，不是自動封鎖令；把每個標記都硬擋，通常只會放大誤殺與產品挫折。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778137849003-79kc.png","2026-05-07T07:10:25.124656+00:00",{"id":35,"slug":36,"title":37,"summary":38,"category":16,"image_url":39,"cover_image":39,"language":18,"created_at":40},"ed43a89b-ef2e-45e1-80ee-db23098fb866","ai-slop-flooding-streaming-services-musicians-fight-back-zh","AI假歌灌爆串流平台","Deezer 指出每天有 5 萬首 AI 歌曲上架。串流平台正面臨假歌、仿聲與垃圾內容灌爆資料庫，音樂人也開始反擊。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775147110273-g9qm.png","2026-04-02T16:24:48.68675+00:00",{"id":42,"slug":43,"title":44,"summary":45,"category":16,"image_url":46,"cover_image":46,"language":18,"created_at":47},"8b08524b-22a3-4f8e-8376-feacb8fdf2a5","openai-content-filtering-labeling-factory-zh","OpenAI內容過濾器的標註工廠","OpenAI把數萬條有害文本交給人工標註，再訓練內容過濾器。這篇拆開它的流程、成本、誤殺率與產業脈絡。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775142613827-3s75.png","2026-04-02T15:09:34.468129+00:00",{"id":49,"slug":50,"title":51,"summary":52,"category":16,"image_url":53,"cover_image":53,"language":18,"created_at":54},"3ac80621-ecc1-45dc-88f6-92064f44252f","openai-shuts-down-sora-and-ends-disney-deal-zh","OpenAI 關閉 Sora 也砍掉 Disney 合作","OpenAI 上線不到半年就關閉 AI 影片 App Sora，連帶取消原本價值 10 億美元的 Disney 合作案。表面上是產品收掉，實際上反映出 deepfake、審核成本、授權風險與商業重心轉移，已經讓 AI 影片比文字工具難做太多。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774517013419-34q3.png","2026-03-26T07:53:49.590734+00:00"]