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This tag tracks how methods move from experiments to production systems.",[11,20,28,35,42,49,57,64,71],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"c64ecc12-d2bf-419c-938f-407b6ae2d74c","5-blockchain-ai-market-signals-for-buyers-zh","5 個區塊鏈 AI 市場訊號","5 個市場訊號指出，區塊鏈 AI 可能從 2025 年的 7.4 億美元成長到 2034 年的 64.41 億美元。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780556577201-iu8x.png","zh","2026-06-04T07:02:25.523387+00:00",{"id":21,"slug":22,"title":23,"summary":24,"category":25,"image_url":26,"cover_image":26,"language":18,"created_at":27},"7e4fb371-259b-40c1-a0da-52936db22028","automlops-four-investments-agentic-ml-zh","AutoMLOps：4 項投資重點","Jam with AI 在 2026 年 5 月 21 日提出 AutoMLOps：把代理式實驗接到 MLOps 上，但前提是指標、評估器與管線都夠成熟。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779416153446-7pou.png","2026-05-22T02:15:28.014197+00:00",{"id":29,"slug":30,"title":31,"summary":32,"category":25,"image_url":33,"cover_image":33,"language":18,"created_at":34},"44a7423d-bcff-427b-8008-54216b7d2c2f","logicmojo-ai-ml-coursework-github-zh","LogicMojo AI\u002FML 課程筆記本倉庫解析","LogicMojo Jan 2026 的 AI\u002FML GitHub 倉庫，以 Jupyter Notebook 收錄作業、練習與專題。這類課程型 repo 雖小，卻很適合看出學習軌跡與實作能力。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775653434850-wjel.png","2026-04-08T13:03:38.310308+00:00",{"id":36,"slug":37,"title":38,"summary":39,"category":25,"image_url":40,"cover_image":40,"language":18,"created_at":41},"b53a13f4-234a-4798-8805-c71d070a31bd","2026-data-science-jobs-new-grads-zh","2026 新鮮人資料科學職缺清單","GitHub 上有個 2026 新鮮人資料科學職缺板，收錄 220 個入門職缺、94 家公司，每 15 分鐘更新一次。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775632382951-49co.png","2026-04-08T07:12:34.874127+00:00",{"id":43,"slug":44,"title":45,"summary":46,"category":16,"image_url":47,"cover_image":47,"language":18,"created_at":48},"c1e4ba92-7c9b-4afe-b45e-3b19d50d7b7a","meta-ad-serving-tweak-instagram-results-zh","Meta 調整廣告排序，Instagram 成效上升","Meta 調整 Instagram 廣告排序模型後，轉換率提升 3%，點擊率增加 5%。這次變動靠即時訊號與更省算力的排程，對廣告主和投放策略都很有看頭。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775131973718-ft0t.png","2026-04-02T12:12:32.110171+00:00",{"id":50,"slug":51,"title":52,"summary":53,"category":54,"image_url":55,"cover_image":55,"language":18,"created_at":56},"c4f807ca-4e5f-47f1-a48c-961cf3fc44dc","ai-ml-conferences-to-watch-in-2026-zh","2026 AI 研討會投稿時程整理","想投 2026 年 AI、機器學習、電腦視覺或醫學影像論文，現在就得排時程。這份整理把 ICLR、NeurIPS、CVPR、MICCAI 等會議的常見投稿節奏、適合題型與規劃重點一次講清楚。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Fcover-1774576312705-vyg95j.png","2026-03-27T01:51:53.874432+00:00",{"id":58,"slug":59,"title":60,"summary":61,"category":16,"image_url":62,"cover_image":62,"language":18,"created_at":63},"133a4d6e-e2f7-453a-836e-8e9c5cf306ec","2026-ai-conference-calendar-worth-bookmarking-zh","2026 AI 會議行事曆先存起來","一個整理在 GitHub 的 2026 會議清單，收錄 AI、機器學習、醫療、創業與 EA 活動，橫跨歐洲、美國、亞洲與澳洲。對想提早排預算、訂機票和抓投稿時程的人很實用。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774597442965-vyi7.png","2026-03-27T01:26:45.380742+00:00",{"id":65,"slug":66,"title":67,"summary":68,"category":25,"image_url":69,"cover_image":69,"language":18,"created_at":70},"bfdb467a-290f-4a80-b3a9-6f081afb6dff","aiml-2026-student-ai-ml-lab-repo-review-zh","AIML-2026：像課綱的學生實驗 Repo","GitHub 上的 AIML-2026 列出 10 個人工智慧與機器學習實驗題，但內容更像課程大綱。星數與 fork 都是 0，連結也有缺漏，實際可執行的程式與說明偏少。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774597276695-usfj.png","2026-03-27T01:21:51.467798+00:00",{"id":72,"slug":73,"title":74,"summary":75,"category":25,"image_url":76,"cover_image":76,"language":18,"created_at":77},"0975afa1-e0c7-4130-a20d-d890eaed995e","practical-github-guide-learning-ml-2026-zh","2026 機器學習入門 GitHub 實用指南","Louis Bouchard 整理的 GitHub 專案把機器學習與人工智慧入門資源集中在一起，從 Python、數學、課程到求職建議都有，適合 2026 想自學 ML 的初學者。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774594882791-98j7.png","2026-03-27T01:16:49.712576+00:00",0]