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Topics include tool sprawl inside enterprises, Siri and other product integrations, continuous learning, and disputed test results.",[12,21,28,35,42,49,56,63,70,78,86,93,101,108,115,122,129,136,143,150,157,164,171,178,185,192,199,206,213,220,227,234,241,248,255,262,269,276],{"id":13,"slug":14,"title":15,"summary":16,"category":17,"image_url":18,"cover_image":18,"language":19,"created_at":20},"b88c8aff-4d5d-4c28-a3a2-bcabde090f60","ai-workforce-split-not-permanent-caste-system-zh","AI 會拉大職場差距，但不會變成永久階級制度","AI 會拉大職場差距，但真正的分水嶺是技能採用，不是固定不變的階級制度。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782639166078-8qxj.png","zh","2026-06-28T09:32:21.637873+00:00",{"id":22,"slug":23,"title":24,"summary":25,"category":17,"image_url":26,"cover_image":26,"language":19,"created_at":27},"0088e316-5314-47fa-8a8b-d2a5a396d9c4","ai-web3-equal-rules-not-special-gates-zh","AI 與 Web3 要同一套規則，不要特權門檻","AI 與 Web3 的監管核心不是保護誰，而是同一條規則能否對所有人一視同仁；只要出現特權門檻，保護就會變成壟斷。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782580676642-msbn.png","2026-06-27T17:17:21.499935+00:00",{"id":29,"slug":30,"title":31,"summary":32,"category":17,"image_url":33,"cover_image":33,"language":19,"created_at":34},"c97ce8e9-7e93-488d-b11c-c1f54d71353c","nvidia-ceo-ai-lift-software-stocks-zh","Nvidia CEO：AI 反而能撐軟體股","Nvidia CEO 黃仁勳在科技展上說，AI 可能強化軟體公司而非取代它們；Veeva 與 Adobe 的最新財報也成了市場觀察重點。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782328675330-1usd.png","2026-06-24T19:17:27.597152+00:00",{"id":36,"slug":37,"title":38,"summary":39,"category":17,"image_url":40,"cover_image":40,"language":19,"created_at":41},"55224fd4-42eb-441a-8c92-8963ab577141","ibm-openai-enterprise-security-ai-zh","IBM 與 OpenAI 押注企業安全 AI","4 個 IBM 與 OpenAI 進攻企業資安的重點：從供應鏈防護、補丁自動化到驗證與營運管理。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782299872347-ekd5.png","2026-06-24T11:17:23.468693+00:00",{"id":43,"slug":44,"title":45,"summary":46,"category":17,"image_url":47,"cover_image":47,"language":19,"created_at":48},"63db42c1-ac26-4732-bdd8-5618fce6755a","army-contract-opportunities-ai-air-defense-zh","Army AI 與防空合約判讀指南","本指南教你追蹤並判讀陸軍在 AI、合成訓練、防空與無人機領域的合約機會，並把公告轉成可執行的投標決策。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781962368628-ro3e.png","2026-06-20T13:32:21.207726+00:00",{"id":50,"slug":51,"title":52,"summary":53,"category":17,"image_url":54,"cover_image":54,"language":19,"created_at":55},"7c0ce721-3483-4efd-81e3-504c21a4e635","ai-bottleneck-power-not-chips-zh","AI 的真正瓶頸不是晶片，而是電力","AI 競賽現在卡住的不是模型需求，而是電力、併網與電網擴建速度；誰先拿到穩定且便宜的電，誰就先拿到 AI 的下一段成長。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781960565332-yc3s.png","2026-06-20T13:02:16.624508+00:00",{"id":57,"slug":58,"title":59,"summary":60,"category":17,"image_url":61,"cover_image":61,"language":19,"created_at":62},"20b743fc-22d8-4d4b-a063-81e5d792bc07","white-house-ai-action-plan-bitcoin-stablecoins-zh","$2.7 兆：白宮把 AI、比特幣、穩定幣綁在一起","白宮把美國 AI 行動計畫、戰略比特幣儲備與穩定幣新法放進同一套敘事，並宣稱帶動逾 2.7 兆美元投資。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781424165506-3whs.png","2026-06-14T08:02:21.217359+00:00",{"id":64,"slug":65,"title":66,"summary":67,"category":17,"image_url":68,"cover_image":68,"language":19,"created_at":69},"050bf93c-ddcf-4493-8335-11a67831fcfc","openai-files-confidential-ipo-after-122b-round-zh","OpenAI 密件申請 IPO，估值衝 8520 億","OpenAI 在完成 1220 億美元融資後，密件申請 IPO，外傳估值達 8520 億美元。這篇整理它為何急著碰公開市場，以及對 AI 基礎設施競賽的意義。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781323369296-ra5z.png","2026-06-13T04:02:23.888945+00:00",{"id":71,"slug":72,"title":73,"summary":74,"category":75,"image_url":76,"cover_image":76,"language":19,"created_at":77},"9dca2375-a42a-4d13-9756-dc681328369d","ai-blockchain-projects-need-real-utility-not-token-theater-zh","AI 與區塊鏈要靠真實效用，不靠代幣表演","AI 和區塊鏈只有在代幣真的買得到軟體效用時才有價值，否則只是包裝過的敘事。","blockchain","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780918380855-iy7d.png","2026-06-08T11:32:16.63163+00:00",{"id":79,"slug":80,"title":81,"summary":82,"category":83,"image_url":84,"cover_image":84,"language":19,"created_at":85},"50b75ca3-5060-48d1-966a-56cfaa19b410","why-small-businesses-should-use-ai-for-admin-zh","為什麼小型企業只該把 AI 用在行政，不該什麼都交給它","小型企業應該把 AI 用在行政工作，而不是核心判斷或顧客信任上。AI 最有價值的地方，是替你省下重複、低風險、可驗證的時間。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780758168808-yjnz.png","2026-06-06T15:02:17.869478+00:00",{"id":87,"slug":88,"title":89,"summary":90,"category":17,"image_url":91,"cover_image":91,"language":19,"created_at":92},"278f8342-b7a8-48a3-b124-1a8c161a9076","5-ways-microsoft-and-mayo-clinic-are-using-ai-zh","5 種 Microsoft 與 Mayo Clinic 的 AI 用法","5 種用法看懂 Microsoft 與 Mayo Clinic 如何把 AI 用在醫療建議、臨床支援與更安全的回答上。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780681676255-rvye.png","2026-06-05T17:47:24.854111+00:00",{"id":94,"slug":95,"title":96,"summary":97,"category":98,"image_url":99,"cover_image":99,"language":19,"created_at":100},"33c9a55c-a8c0-4367-b742-f4567d1e98e3","mathematicians-warn-ai-could-distort-math-zh","數學界警告 AI 會扭曲證明標準","16 位數學家發聲警告，AI 生成證明可能拉低數學驗證標準，也讓期刊、研究與教學面臨新的審查壓力。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780504386035-080l.png","2026-06-03T16:32:29.415063+00:00",{"id":102,"slug":103,"title":104,"summary":105,"category":17,"image_url":106,"cover_image":106,"language":19,"created_at":107},"d19e8801-fd5f-409b-b5ac-925c62ef0468","ai-turns-dairy-ops-into-a-tighter-feedback-loop-zh","AI把乳業做成更緊的回饋迴路","拆解乳業怎麼把 AI 用在飼料、透明度與對消費者溝通，並附可直接抄的落地模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780494507394-xukr.png","2026-06-03T13:47:49.975553+00:00",{"id":109,"slug":110,"title":111,"summary":112,"category":17,"image_url":113,"cover_image":113,"language":19,"created_at":114},"acaa1b23-b6b1-4ffd-aea9-34d5df8e301d","5-reasons-anthropic-may-go-public-soon-zh","5 個 Anthropic IPO 關鍵理由","5 個理由看懂 Anthropic 為何可能很快上市，從 9650 億美元估值到對 OpenAI 與 IPO 市場的壓力。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780366667048-fjql.png","2026-06-02T02:17:22.937166+00:00",{"id":116,"slug":117,"title":118,"summary":119,"category":17,"image_url":120,"cover_image":120,"language":19,"created_at":121},"eddac349-5578-458f-91a9-0cb6ec25f89a","4-ways-ai-is-changing-us-military-war-games-zh","4 個 AI 正在改變美軍兵推的方式","4 種 AI 正在改變美軍兵推的做法，從即時情報、決策速度到事後檢討，幫你判斷它在訓練中的實際作用。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780284786372-likc.png","2026-06-01T03:32:30.874925+00:00",{"id":123,"slug":124,"title":125,"summary":126,"category":17,"image_url":127,"cover_image":127,"language":19,"created_at":128},"6f917cc6-f2ec-4fa9-83eb-b30cf29cbb3b","the-ai-doc-ai-power-profit-review-zh","《The AI Doc》在講什麼","《The AI Doc》把 AI 拿來談權力、戰爭與獲利，重點不是模型多強，而是誰在控制資料中心、軍事預算和市場。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780275786131-s1ct.png","2026-06-01T01:02:38.943656+00:00",{"id":130,"slug":131,"title":132,"summary":133,"category":17,"image_url":134,"cover_image":134,"language":19,"created_at":135},"192ba990-8e71-4457-85ed-d53fbdd1685d","ibm-red-hat-5b-open-source-ai-security-zh","IBM、Red Hat 投入 50 億美元守護開源 AI 安全","IBM 與 Red Hat 推出 Project Lightwell，砸 50 億美元把 AI 用在開源安全、漏洞驗證與修補分發，先從企業供應鏈下手。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780257770685-q3cb.png","2026-05-31T20:02:26.812854+00:00",{"id":137,"slug":138,"title":139,"summary":140,"category":17,"image_url":141,"cover_image":141,"language":19,"created_at":142},"61d3d607-ae9d-4fb1-a1fa-cae7dcb6b629","why-ai-is-the-only-honest-bridge-for-musicians-en-zh","為什麼 AI 是失去行動能力音樂人的唯一誠實橋樑","AI 對失去行動能力的音樂人，不是替代創作，而是把作者性和工作能力重新接回來的工具。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780204680433-dqox.png","2026-05-31T05:17:31.743438+00:00",{"id":144,"slug":145,"title":146,"summary":147,"category":17,"image_url":148,"cover_image":148,"language":19,"created_at":149},"425e3822-bc65-4742-bb1d-e3aac30ddef7","why-cloudflare-layoffs-warning-tech-companies-zh","為什麼 Cloudflare 的裁員是在警告所有科技公司","Cloudflare 裁掉 1,100 人，不是因為撐不住，而是在押注 AI 會先吃掉管理與衡量型工作，這是所有科技公司的組織警報。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780110175008-vjvl.png","2026-05-30T03:02:25.875148+00:00",{"id":151,"slug":152,"title":153,"summary":154,"category":17,"image_url":155,"cover_image":155,"language":19,"created_at":156},"d88c1909-bc33-4d55-a71c-b6c8843ae567","yzi-labs-creators-web3-ai-deal-flow-zh","YZi Labs 把創作者接到 Web3 與 AI","YZi Labs 推出 Creator Program，把創作者接進 300+ 家投資組合公司，讓 Web3、AI 與分發管道綁在同一套系統。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780083189146-cfav.png","2026-05-29T19:32:37.249207+00:00",{"id":158,"slug":159,"title":160,"summary":161,"category":17,"image_url":162,"cover_image":162,"language":19,"created_at":163},"6b465c82-3bd1-4092-9e9d-788f6bbc68b9","wei-shen-me-ke-ji-ban-yi-zheng-ming-ai-cai-shi-zhu-jiao-zh","為什麼科技版已證明 AI 才是主角","AI 已經成為推動科技新聞、工作、詐騙與平台權力變化的核心力量，科技版的重心也因此轉向 AI。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780061605354-vc87.png","2026-05-29T13:32:21.303837+00:00",{"id":165,"slug":166,"title":167,"summary":168,"category":75,"image_url":169,"cover_image":169,"language":19,"created_at":170},"12a01fd0-2517-414d-9133-961133d16088","ai-web3-converging-in-practice-zh","AI 與 Web3 怎麼真的合體","AI 和 Web3 正在從概念走向實作，重點是可驗證運算、自治代理和去中心化算力，讓鏈上系統能思考、能執行、也能留下證據。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779585989535-kp9y.png","2026-05-24T01:25:50.10106+00:00",{"id":172,"slug":173,"title":174,"summary":175,"category":75,"image_url":176,"cover_image":176,"language":19,"created_at":177},"2b889ea2-a3d5-4c65-8545-5ee0c2db231a","why-ai-powered-web3-creation-is-still-marketing-zh","為什麼 AI 驅動的 Web3 創作仍然多半是行銷","ChimpX 和 Aivive 顯示，AI 加 Web3 的合作多半還是敘事包裝，不是已被驗證的產品。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779585353682-qxu7.png","2026-05-24T01:15:26.766316+00:00",{"id":179,"slug":180,"title":181,"summary":182,"category":17,"image_url":183,"cover_image":183,"language":19,"created_at":184},"cdd6afa1-a8db-4622-9a2e-c0559d048225","microsoft-ai-reboot-right-way-run-giant-company-zh","為什麼微軟的 AI 重整才是大公司正解","微軟正在壓平領導層，因為 AI 競爭需要更快決策、更緊的責任鏈，以及更靠近工程現場的管理方式。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779567944702-an7v.png","2026-05-23T20:25:19.319707+00:00",{"id":186,"slug":187,"title":188,"summary":189,"category":75,"image_url":190,"cover_image":190,"language":19,"created_at":191},"8651b02d-38a0-48fe-9512-a57e5aac058b","aiai-adds-constellation-blockchain-data-push-zh","AIAI 收購 Constellation 拓區塊鏈數據","AIAI 以收購 Constellation Network 切入區塊鏈數據基礎設施，強調企業驗證、稽核與 AI 資料可信度，並在 Nasdaq 上市後迅速補強敘事。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779499544476-dyfr.png","2026-05-23T01:25:22.457921+00:00",{"id":193,"slug":194,"title":195,"summary":196,"category":17,"image_url":197,"cover_image":197,"language":19,"created_at":198},"2cd97563-0c82-47e7-acfa-b2edc3d7b4ed","meta-layoffs-zuckerberg-ai-bet-zh","Meta 裁員背後的 AI 豪賭","Meta 一邊裁掉約 8,000 人，一邊把 2026 年資本支出拉高到 1,450 億美元，這篇拆解 Zuckerberg 的 AI 下注、員工壓力和科技業裁員潮。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779449161352-fsof.png","2026-05-22T11:25:33.650277+00:00",{"id":200,"slug":201,"title":202,"summary":203,"category":17,"image_url":204,"cover_image":204,"language":19,"created_at":205},"480ed6ac-e933-4c5c-887f-b5e6666a2df7","why-the-ai-doc-ai-threat-promise-zh","為什麼《The AI Doc》把 AI 看成威脅與希望是對的","《The AI Doc》主張 AI 不能只被當成救世主或末日，而必須同時視為真實威脅與真實機會，這是更誠實也更可治理的立場。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779333244248-efsv.png","2026-05-21T03:13:26.505546+00:00",{"id":207,"slug":208,"title":209,"summary":210,"category":75,"image_url":211,"cover_image":211,"language":19,"created_at":212},"b4d66532-953e-4d57-8234-122a278ba266","79-web3-ai-funding-deals-blockai-news-zh","79 筆 Web3 AI 融資快訊","BlockAI News 追蹤 79 筆 Web3 與 AI 融資、併購與 AI agent 交易，涵蓋 5 類主題，最新更新到 2026 年 5 月中旬。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779067430036-qhnt.png","2026-05-18T01:23:25.08084+00:00",{"id":214,"slug":215,"title":216,"summary":217,"category":17,"image_url":218,"cover_image":218,"language":19,"created_at":219},"f3fc73bb-a719-4068-96d2-f79e7765145e","wei-shen-me-ai-bu-hui-zai-18-ge-yue-nei-zi-dong-hua-suo-you-zh","為什麼 AI 不會在 18 個月內自動化所有白領工作","AI 會很快改變白領工作，但不會在 18 個月內把所有白領職位都自動化。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779042236458-c219.png","2026-05-17T18:23:29.020678+00:00",{"id":221,"slug":222,"title":223,"summary":224,"category":17,"image_url":225,"cover_image":225,"language":19,"created_at":226},"7b15e626-2168-4252-9a76-8584a8a232c2","why-ais-real-moat-is-data-extraction-not-model-size-zh","為什麼 AI 的真正護城河是資料擷取，不是模型大小","AI 的勝負關鍵不是誰的模型更大，而是誰能取得真實用戶資料、工作流程與算力，並把它們變成可持續的產品優勢。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778987023560-f6ge.png","2026-05-17T03:03:19.241641+00:00",{"id":228,"slug":229,"title":230,"summary":231,"category":83,"image_url":232,"cover_image":232,"language":19,"created_at":233},"f1f8564f-e49a-4fa6-8981-7315811650f1","fda-elsa-4-halo-data-consolidation-zh","FDA升級Elsa 4.0，整合HALO資料平台","FDA推出 Elsa 4.0 與 HALO，整合 40+ 資料系統，並把內部 AI 工具擴到文件、語音與資料分析流程。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778528466398-bwzc.png","2026-05-11T19:40:36.246433+00:00",{"id":235,"slug":236,"title":237,"summary":238,"category":17,"image_url":239,"cover_image":239,"language":19,"created_at":240},"8385fc1c-a3c7-48ba-abb8-965953147479","cloudflare-cuts-1100-jobs-ai-use-jumps-zh","Cloudflare裁員1100人：AI用量暴增600%","Cloudflare 因內部 AI 用量三個月暴增 600%，裁掉 1,100 多人。這篇拆解它怎麼重整組織、補償方案有多大方，以及這對軟體業代表什麼。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778400642924-2aig.png","2026-05-10T08:10:24.967896+00:00",{"id":242,"slug":243,"title":244,"summary":245,"category":75,"image_url":246,"cover_image":246,"language":19,"created_at":247},"ab3ef302-99ee-40b3-b2d0-4b67a9049ec4","yakovenko-warns-ai-could-crack-pqc-wallets-zh","Yakovenko 警告：AI 可能破解 PQC 錢包","Solana 共同創辦人 Anatoly Yakovenko 警告，AI 可能在區塊鏈完成遷移前，先找出後量子簽章的弱點。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778170266863-wnnh.png","2026-05-07T16:10:41.097774+00:00",{"id":249,"slug":250,"title":251,"summary":252,"category":17,"image_url":253,"cover_image":253,"language":19,"created_at":254},"b3256de8-284b-4b7c-bd81-447580d15792","why-jensen-huang-is-wrong-about-ai-creating-jobs-zh","為什麼黃仁勳關於 AI 創造工作的說法是錯的","AI 會創造少量新職位，但它先消滅的工作更多、速度更快，且受衝擊的是整條職涯梯子。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778063464295-udv6.png","2026-05-06T10:30:37.511982+00:00",{"id":256,"slug":257,"title":258,"summary":259,"category":98,"image_url":260,"cover_image":260,"language":19,"created_at":261},"53a6508d-4883-4475-a754-31ac7b262c76","ai-big-data-blockchain-finance-convergence-zh","AI、大數據、區塊鏈怎麼接上金融","Springer 的 ICFT 2025 論文整理 AI、大數據、區塊鏈在金融的整合方式，也點出模型污染、擴展性與治理風險。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1777922468990-w2sz.png","2026-05-04T19:20:37.123573+00:00",{"id":263,"slug":264,"title":265,"summary":266,"category":17,"image_url":267,"cover_image":267,"language":19,"created_at":268},"6b487733-d15a-46c0-af5b-30722c937157","amazons-ai-push-is-creating-internal-duplication-zh","Amazon AI 讓內部重複工具爆量","Amazon 內部備忘錄指出，AI 讓重複工具、殘留資料與平行系統變多。開發變快了，但治理沒跟上，企業內部混亂也同步放大。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776738633703-23go.png","2026-04-21T00:09:26.477471+00:00",{"id":270,"slug":271,"title":272,"summary":273,"category":17,"image_url":274,"cover_image":274,"language":19,"created_at":275},"614d7c18-aa64-4f39-8708-a0061ba7457a","apple-50-how-it-can-still-win-in-ai-zh","Apple 50歲後，怎麼在 AI 反攻","Apple 50歲了，AI 卻還在追趕。它押注裝置端 AI 與 Gemini 版 Siri 重啟，想在隱私、硬體與整合上找回主場。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775630411818-9aj4.png","2026-04-08T06:39:43.20411+00:00",{"id":277,"slug":278,"title":279,"summary":280,"category":75,"image_url":281,"cover_image":281,"language":19,"created_at":282},"91022b4c-b53e-4c18-abfe-914a8eca6e28","blockchain-in-ai-real-use-cases-zh","區塊鏈加 AI，真實落地在哪裡","醫療、金融、供應鏈都在用區塊鏈加 AI。重點不是炒概念，而是把資料來源、存取紀錄和審計流程做乾淨，讓模型判斷更可靠。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775116162284-pwr8.png","2026-04-02T06:30:44.026286+00:00",8]