[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-oracle-ai-doesnt-need-another-database-zh":3,"article-related-oracle-ai-doesnt-need-another-database-zh":36,"series-industry-ba13eda6-dc79-45df-a32e-c6a4e26785c1":87},{"id":4,"title":5,"content":6,"summary":7,"source":8,"source_url":9,"author":10,"image_url":11,"keywords":12,"language":19,"translated_content":10,"views":20,"is_premium":21,"created_at":22,"updated_at":22,"cover_image":11,"published_at":23,"rewrite_status":24,"rewrite_error":10,"rewritten_from_id":25,"slug":26,"category":27,"related_article_id":28,"status":29,"google_indexed_at":10,"x_posted_at":10,"tweet_text":10,"title_rewritten_at":10,"title_original":10,"key_takeaways":30,"topic_cluster_id":34,"embedding":35,"is_canonical_seed":21},"ba13eda6-dc79-45df-a32e-c6a4e26785c1","Oracle：AI 不必再加一個資料庫","\u003Cp data-speakable=\"summary\">InfoWorld 認為，多數 \u003Ca href=\"\u002Fnews\u002Fhow-to-build-an-agentic-ai-crypto-stack-zh\">AI\u003C\u002Fa> 應用應直接在既有資料庫做向量檢索，而不是再建一套向量庫。\u003C\u002Fp>\u003Cp>\u003Ca href=\"\u002Fnews\u002Fhow-to-choose-a-vector-database-in-2026-zh\">2026\u003C\u002Fa> 年 5 月 11 日，InfoWorld 文章點名企業 \u003Ca href=\"\u002Fnews\u002Fwhy-ai-safety-teams-are-wrong-blame-only-alignment-zh\">AI\u003C\u002Fa> 的老問題：向量資料庫的必要性正在下降。作者 Matt Asay 的核心主張很直接，既有主流資料庫已經補上向量型別、索引與檢索能力，團隊應優先把 embedding 放進現有系統。\u003C\u002Fp>\u003Cp>這篇快訊的重點不是「向量檢索還重不重要」，而是「它要放在哪裡」。當 Oracle、\u003Ca href=\"\u002Ftag\u002Fmicrosoft\">Microsoft\u003C\u002Fa>、MongoDB 與 Postgres 生態都把向量能力塞進資料平台，企業就更難合理化再多維護一套獨立資料源。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>數值\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>發表日期\u003C\u002Ftd>\u003Ctd>2026-05-11\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>DB-Engines 追蹤資料庫數\u003C\u002Ftd>\u003Ctd>434\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Pinecone 上線年份\u003C\u002Ftd>\u003Ctd>2021\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>pgvector 釋出年份\u003C\u002Ftd>\u003Ctd>2021\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>SQL Server 版本\u003C\u002Ftd>\u003Ctd>2025\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Oracle AI Database 版本\u003C\u002Ftd>\u003Ctd>26ai\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>發生了什麼\u003C\u002Fh2>\u003Cp>文章認為，向量資料庫當初的賣點是「專門處理 embedding」。但現在，這個能力已經被主流資料庫快速吸收，從資料型別、向量索引到相似度搜尋都變成標配。對企業來說，這代表 AI 檢索不再一定要靠一個獨立產品來完成。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778973229687-upd6.png\" alt=\"Oracle：AI 不必再加一個資料庫\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>Asay 點名的例子很清楚，包括 \u003Ca href=\"https:\u002F\u002Fwww.oracle.com\u002Fdatabase\u002F\" target=\"_blank\" rel=\"noopener\">Oracle AI Database 26ai\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fwww.microsoft.com\u002Fen-us\u002Fsql-server\" target=\"_blank\" rel=\"noopener\">SQL Server 2025\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fwww.mongodb.com\u002Fproducts\u002Fplatform\u002Fatlas-vector-search\" target=\"_blank\" rel=\"noopener\">MongoDB Atlas Vector Search\u003C\u002Fa> 與 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fpgvector\u002Fpgvector\" target=\"_blank\" rel=\"noopener\">pgvector\u003C\u002Fa>。這些產品把向量能力往資料平台內部收攏，讓開發者少跳一層工具堆疊。\u003C\u002Fp>\u003Cp>他同時指出，向量供應商也在往上層走。像 \u003Ca href=\"https:\u002F\u002Fwww.pinecone.io\u002F\" target=\"_blank\" rel=\"noopener\">Pinecone\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fweaviate.io\u002F\" target=\"_blank\" rel=\"noopener\">Weaviate\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fmilvus.io\u002F\" target=\"_blank\" rel=\"noopener\">Milvus\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fqdrant.tech\u002F\" target=\"_blank\" rel=\"noopener\">Qdrant\u003C\u002Fa> 這類廠商，開始把重點放到檢索品質、延遲、治理與開發體驗，而不是只比誰能存 embedding。\u003C\u002Fp>\u003Cul>\u003Cli>RAG、推薦、個人化與 agent 記憶都需要向量檢索。\u003C\u002Fli>\u003Cli>企業 AI 還要接上交易資料、文件、權限與政策規則。\u003C\u002Fli>\u003Cli>雙資料源容易造成 embedding 過期、答案不一致。\u003C\u002Fli>\u003Cli>文章主張檢索應靠近受管控資料，而不是放在旁路系統。\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>為什麼重要\u003C\u002Fh2>\u003Cp>對開發者來說，這篇文章的意思很務實：如果資料本來就在資料庫裡，就先從那裡做向量搜尋。這能少掉同步管線、降低 glue code，還能讓權限與資料新鮮度維持一致。對客服助理、內部知識庫、發票查詢這類場景，這個差異尤其明顯。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778973231244-3phv.png\" alt=\"Oracle：AI 不必再加一個資料庫\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這也會改變採購與架構決策。過去團隊常把向量庫當成 AI 專案的預設元件，現在則更可能先問：既有資料庫能不能直接做？如果答案是可以，第二套系統就必須拿出更強的延遲、排名、隔離或多租戶能力，才有機會站得住腳。\u003C\u002Fp>\u003Cp>但這不代表專用向量庫會消失。若檢索本身就是產品核心，或服務需要極低延遲、大規模多租戶與高度客製排名，專門系統仍有位置。只是對多數企業應用，預設架構正在往「資料庫內建向量能力」靠攏，向量廠商接下來要比的不只是儲存，而是整體檢索品質。\u003C\u002Fp>\u003Cp>問題已經不是向量搜尋值不值得做，而是團隊到底需不需要再養一個資料庫。對多數\u003Ca href=\"\u002Ftag\u002F企業-ai\">企業 AI\u003C\u002Fa> 來說，答案可能是：先把現有資料庫用好，再談新增一套。\u003C\u002Fp>","InfoWorld 指出，多數企業 AI 應直接在既有資料庫做向量檢索，而不是再建一套向量庫。","www.infoworld.com","https:\u002F\u002Fwww.infoworld.com\u002Farticle\u002F4169087\u002Fyour-ai-doesnt-need-another-database.html",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778973229687-upd6.png",[13,14,15,16,17,18],"Oracle","向量資料庫","AI Database","RAG","pgvector","企業 AI","zh",1,false,"2026-05-16T23:13:28.716862+00:00","2026-05-16T23:13:28.564+00:00","done","dd0643f6-807d-4030-8528-eaf7dc71e455","oracle-ai-doesnt-need-another-database-zh","industry","1c551c17-a6ef-4c69-89af-17fc91c6ca1d","published",[31,32,33],"主流資料庫正在內建向量搜尋，獨立向量庫的必要性下降。","對多數企業 AI，先在既有資料庫做檢索更省同步與治理成本。","專用向量庫仍有空間，但要靠延遲、排名與開發體驗來證明價值。","caa87b65-9bbc-46fe-bba8-4f4158dd2d8b","[-0.026476381,-0.0054914206,0.015208704,-0.094943225,-0.0040094755,-0.011699766,0.00333136,0.022764632,0.018680014,0.011429593,-0.029845709,-0.014763096,0.0001437691,0.009859793,0.12360574,0.0010894038,0.0078021446,0.008196611,-0.020030782,-0.01231847,-0.0060839006,0.007246887,-0.02082591,-0.0010261586,0.025563465,-0.0009165283,0.019439004,0.0082483385,0.03158589,-0.015142399,-0.0076161325,0.002856982,0.031106414,0.020168222,0.004153116,0.03403025,0.010174113,-0.014656048,0.024657132,-0.0045510894,0.015198741,-0.006090831,-0.020254739,0.007895138,-0.017979903,0.01786532,0.017701836,-0.03272787,0.0073571038,0.013091862,0.022047598,-0.0016364413,-0.022709139,-0.1412139,0.015855417,0.027995933,0.010669983,-0.026393263,-0.006293967,0.0028433986,0.00032341934,0.038365297,-0.024827654,0.009982656,-0.0023647188,-0.03588976,0.026410677,-0.012596344,4.0576964e-07,-0.02741409,-0.019721135,0.015536494,0.0172309,-0.03499822,0.007718952,-0.03157358,0.0075314394,-0.004991957,-0.010199188,0.036009084,-0.012816713,-0.02924452,0.0010704447,-0.002711671,-0.0051436755,0.0043532206,0.016056353,-0.006829124,0.0077308603,0.015146747,0.0011033082,-0.00017290303,-0.0059333085,-0.0026457864,0.013366025,0.014557769,-0.01577064,-0.0033496101,0.014022298,-0.001565809,-0.012036255,-0.0046617165,-0.011204926,0.006426575,0.03198539,-0.003831106,0.0053716637,-0.008268565,0.0011791305,-0.0019721198,0.030015578,-0.025659831,-0.018728724,-0.0157686,0.0062059155,-0.114621915,-0.023322493,0.0056419396,0.0029113197,0.014425435,-0.012597901,0.001376944,0.008467414,-0.002977234,-0.008009235,-0.0026322317,-0.0018656735,-0.022115154,-0.02900717,0.023011895,0.0022604384,0.0066292235,-0.001861185,-0.0052082157,-0.0006002914,0.010536362,0.009419357,-0.012486883,0.0039512194,-0.03176136,0.0007345906,0.04441976,-0.007828052,0.0063024973,-0.035106167,0.0044991844,-0.020488096,0.012748927,0.0365691,0.014799367,0.027652308,-0.008935821,-0.03845173,0.009420356,0.034619424,-0.0026961097,-0.019212384,0.016905125,-0.0074430373,0.016770622,0.0033872116,-0.0038110525,-0.021290328,-0.003436769,-0.004028959,-0.0016636834,0.0123637915,-0.012301091,0.00783405,0.008679137,-0.013452941,-0.0067626406,-0.024484597,-0.009628756,0.010521572,-0.0035475804,0.0005273448,0.009518502,-0.024132118,-0.013853047,0.027063882,-0.009779775,0.002575909,0.016676273,-0.0024013622,0.028186705,0.04697771,0.008610472,-0.00018922384,0.008863906,-0.047349434,-0.005935259,0.02160067,-0.0052355635,-0.007519468,-0.023733573,-0.021591572,0.03250889,0.00020202123,0.019387012,-0.020566791,-0.00822059,0.030276213,-0.017416678,-0.009038133,-0.0072844294,-0.01216589,-0.013113474,0.009654754,-0.0028626798,0.013055121,0.020550575,0.0077123665,-0.030085275,-0.0060227984,-0.043489538,0.013243547,-0.0021892355,0.029499153,-0.01754356,0.0040292093,-0.004134165,0.016979564,0.009607177,0.0018927603,-0.009694271,-0.008967425,-0.021632299,0.010654489,0.018757448,-0.015230349,0.010944686,-0.005434111,-0.009466338,-0.0040361844,-0.010882034,0.01845026,-0.030676063,-0.0054370095,0.028017554,-0.02340516,0.0069868807,0.002060475,0.0057926006,0.03219797,-0.02242242,-0.003175356,0.0024218815,-0.020286456,0.026517766,-0.0118222935,0.006536894,0.00319163,0.023987524,0.0064404127,-0.00033565666,-0.0180687,0.01757089,-0.01689295,0.03916153,-0.01876825,-0.037476677,-0.03315585,-0.021654412,0.032440692,0.011389404,0.011221258,0.0004676447,0.0007216682,0.015448505,-0.015045129,0.021567866,0.02076597,-0.009377455,0.0038778475,0.010245636,-0.038529564,0.02366304,-0.0038556997,0.0060385056,0.012235976,0.017735705,0.0056929477,0.013872036,0.003487515,-0.004721401,-0.014304627,0.011276531,-0.0033723817,-0.00026288026,-0.001639675,0.021999333,-0.013131509,0.0063479017,0.022895537,-0.027864175,-0.008524373,0.0111862775,0.0027952727,-0.010797059,-0.01571461,-0.0079366425,-0.023213483,0.07169564,-0.0056070155,0.025545161,-0.013327344,-0.003925939,0.0115323635,-0.014016512,-0.005276465,-0.022529779,-0.0056249094,-0.013090114,-0.0392704,-0.006121095,-0.01924822,-0.0054396996,-0.0028524532,-0.0026965805,-0.015211008,-0.01472474,-0.00070783606,0.0045926054,-0.036091045,-0.0036785041,0.01095728,-0.00088306324,0.031215783,-0.019412551,0.0014537985,-0.013849499,0.033350278,-0.011777828,-0.025814814,0.012191768,-0.0003732938,-0.0154353995,-0.030971661,0.010279394,0.01147012,-0.004924584,-0.030443024,0.020341974,0.0044150003,0.025828313,0.014922035,-0.0154342195,-0.02208252,-0.046158824,0.0020179974,0.000943767,-0.0028841808,-0.028399875,-0.029774845,0.021473546,-0.027789772,-0.0071274554,0.01242326,-0.02105325,-0.0037741247,-0.013578739,-0.017116114,-0.0048224786,0.026573002,-0.027876453,0.013703352,0.02335756,-0.017971357,-0.0012581355,-0.0061783083,0.021922309,-0.013617313,0.0018326939,0.0037252638,0.0018438633,-0.0024364553,-0.0028979972,-0.029117897,0.0021088994,0.0024951287,0.04156422,-0.007756478,0.004090705,-0.006672938,-0.008307864,0.009322824,-0.0010815597,0.005283715,0.028532399,0.016393192,0.017972784,0.030232769,0.0040635685,-0.011804398,0.0008680169,-0.019846454,0.013496304,-0.01712882,-0.014152688,-0.0066878335,-0.0026578365,-0.017674629,0.0016450714,0.011963729,0.01933335,0.0055722413,0.01892085,-0.018003948,-0.014518024,0.0026007397,-0.016037902,-0.0012253005,8.855502e-05,0.03334952,-0.010836251,0.0019043554,0.01477475,0.009033539,-0.014273948,-0.0077137183,0.03808571,0.004626378,-0.0045552645,0.0045088315,-0.028104741,-0.033191625,-0.019544272,0.0052530454,-0.018495517,-0.0014671317,0.015026266,0.008713963,-0.042645767,-0.023353482,-0.014575702,-0.017941602,0.011156555,-0.006132779,-0.038314816,0.02910552,-0.0013351515,0.022805689,0.0073157176,0.0012509878,-0.015479943,0.00055261014,-0.0030759722,-0.019107247,-0.00458336,0.043522596,0.014387798,0.03923194,-0.026975712,0.004158,-0.045521613,0.0019357004,0.026479553,-0.015885254,-0.022870842,-0.0018342431,0.009533278,-0.009614396,0.0289453,-0.03393416,-0.013673918,-0.019920623,-0.012184852,-0.02166841,0.02719919,0.005310834,0.0025863654,-0.013034998,-0.026558155,0.006936456,-0.00030462502,-0.0176592,0.002791303,0.021893114,-0.016837815,-0.0050997944,-0.003921874,-0.0056999302,-0.0057970863,0.00090042857,0.036038924,0.006427637,0.023820136,-0.00805133,-0.018371789,-0.0034475296,0.0029868204,0.01937408,-0.01904939,-0.022945791,-0.014294096,0.019541379,-0.015189042,-0.00988535,-0.0032257421,0.0058595063,-0.0049981484,0.015951313,-0.022327213,0.0047817347,-0.010067766,0.014680065,-0.0053950455,-0.010646224,-0.019979252,-0.009974657,-0.0074263937,-0.0050281575,0.006090965,-0.0059759095,-0.020147512,0.01932914,0.0122863995,0.020129139,-0.004658688,-0.017733028,-0.011202681,-0.022660803,0.025908332,0.00058838027,0.0002240154,0.020937048,-0.0076220217,0.0025162632,0.0049716476,-0.014328999,0.009679034,-0.010401568,0.00565658,-0.005365595,0.006788383,-0.0032426135,0.01185124,-0.0036728284,0.002687177,-0.008897018,0.004477119,-0.002526036,-0.0077501703,0.037930764,-0.07531156,-0.016270777,0.03001221,0.003375325,-0.010265992,-0.009355538,-0.0017064151,-0.007572835,0.009828768,0.009182277,-0.008094063,-0.031450715,-0.0073833424,0.0029925536,0.009800012,-0.002061127,-0.010934292,-0.0061459644,0.02382603,-0.018494152,0.01838696,-0.0036988605,0.017550703,0.023378482,-0.007235166,-0.008934839,-0.021727566,0.028784454,0.019176103,-0.000949613,-0.018399376,-0.036731504,0.01827593,0.009553567,-0.011028631,0.0048009683,0.006683276,-0.022080008,0.0022693581,0.016764667,-0.0009859749,-0.0069385795,-0.018947411,-0.029531695,0.008178592,-0.0024908439,-0.008807528,0.023215976,0.022776626,0.0078984285,-0.05529952,-0.016584808,-0.029979635,-0.0029944205,0.0052269674,-0.022763582,-0.020724239,0.028105054,-0.00038910986,0.033411082,0.00025296013,-0.03591251,-0.0056535844,0.030303493,-0.017216489,-0.006124524,0.027267823,0.008451086,0.009540517,0.026994491,0.026179705,0.014223057,0.0056426795,0.017393745,0.0035263852,-0.002183176,-0.018647451,0.021602646,-0.020699615,-0.022774369,-0.031167317,0.0034494763,-0.09216706,-0.024709215,0.004603913,-0.005771401,0.012908175,-0.01006346,0.028425962,-0.018313484,0.00023873677,-0.012354999,-0.0056630066,-0.028293554,-0.036121815,-0.021424513,-0.025398733,0.0038153345,0.01350659,-0.022657728,-0.0040205093,-0.018325895,-0.01643715,-0.029963749,0.03119938,-0.0029689402,-0.0087423455,-0.006256958,0.0086899325,-0.029883433,-0.01966633,-0.020232573,-0.01849526,-0.12580803,-9.6008334e-05,0.025033997,0.007183372,0.025325429,0.015590244,-0.007010596,-0.0048837094,0.004376706,-0.0073870285,-0.01669958,-0.010948932,-0.014846056,-0.01145881,-0.0023968515,0.11337746,-0.020220535,-0.007301774,0.0058497377,-0.013548768,-0.014529069,-0.012414469,-0.0027631174,0.0013052811,0.005207842,0.023098296,0.034208745,0.004496154,-0.0047807507,0.023953453,0.023219777,0.026550483,-0.024037622,-0.020965291,0.026879964,-0.008400728,-0.011880116,-0.020252662,0.008058014,0.019139107,0.022831336,0.026370276,0.014584786,-0.021556752,0.0031410668,0.005180728,-0.0234572,0.018915448,-0.019059703,0.019422058,-0.022581365,-0.1007468,0.008215683,-0.007812899,0.015275563,-0.009086291,0.009379985,0.023991914,0.022062548,-0.018095527,0.008892605,0.007355476,-0.0067720995,0.03138252,-0.01925822,0.005354496,0.026173864,0.032152884,-0.00019691515,0.014296728,-0.014247257,0.018468069,-0.011860166,-0.01752463,-0.03027334,-0.032471757,0.0024774747,0.043230675,0.010703914,0.00092309713,-0.0008965497,-0.02525281,-0.009451203,-0.030347236,-0.0037208104,0.0110895485,0.017222118,-0.010569628,0.01579844,-0.0142900925,0.03745694,0.021998927,0.0095518585,0.03236147,-0.0077981204,0.011038756,0.034802247,0.025285587,0.0031491963,-0.015622624,-0.029344607,-0.03207263,0.0111665735,-0.020396536,-0.015252413,0.012053591,0.017054353,0.018128937,0.031001654,0.006464414]",{"tags":37,"relatedLang":46,"relatedPosts":50},[38,40,41,43,45],{"name":16,"slug":39},"rag",{"name":17,"slug":17},{"name":15,"slug":42},"ai-database",{"name":13,"slug":44},"oracle",{"name":14,"slug":14},{"id":28,"slug":47,"title":48,"language":49},"oracle-ai-doesnt-need-another-database-en","Oracle: AI doesn’t need another database","en",[51,57,63,69,75,81],{"id":52,"slug":53,"title":54,"cover_image":55,"image_url":55,"created_at":56,"category":27},"96cd4064-0e01-40fb-ad46-2ffe0a96bd52","anthropic-small-business-push-threat-to-saas-zh","為什麼 Anthropic 的小商業佈局，正在威脅 SaaS","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778979811451-a69k.png","2026-05-17T01:03:18.478517+00:00",{"id":58,"slug":59,"title":60,"cover_image":61,"image_url":61,"created_at":62,"category":27},"ec499d78-5e31-4ad6-826d-cb18d3b93908","anthropic-gates-foundation-200m-deal-zh","Anthropic 與 Gates 基金會 2 億美元合作","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778976235384-35rw.png","2026-05-17T00:03:29.079467+00:00",{"id":64,"slug":65,"title":66,"cover_image":67,"image_url":67,"created_at":68,"category":27},"491c49cd-6b0b-4c4a-8120-402254ec0f4a","how-to-follow-gemini-and-apple-watch-12-rumors-zh","怎麼追 Gemini 與 Apple Watch 12 傳聞","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778933028697-qnhw.png","2026-05-16T12:03:23.685907+00:00",{"id":70,"slug":71,"title":72,"cover_image":73,"image_url":73,"created_at":74,"category":27},"92424d3d-23ac-4ae5-bedf-08db6a01eb9a","jensen-huang-trump-china-trip-zh","黃仁勳搭上川普專機赴中","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778930030195-daad.png","2026-05-16T11:13:26.928711+00:00",{"id":76,"slug":77,"title":78,"cover_image":79,"image_url":79,"created_at":80,"category":27},"cde2a775-0898-485e-9b0e-38c4288501b8","chatgpt-vs-gemini-9-tests-1-clear-winner-2026-zh","ChatGPT vs Gemini：9 項測試，誰更值得選","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778925827606-i3zy.png","2026-05-16T10:03:29.803046+00:00",{"id":82,"slug":83,"title":84,"cover_image":85,"image_url":85,"created_at":86,"category":27},"a4380666-3f3c-4465-be35-903068c7045e","how-to-reduce-ai-model-serving-friction-zh","怎麼降低 AI 模型部署摩擦","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778922836413-ff99.png","2026-05-16T09:13:31.665292+00:00",[88,93,98,103,108,113,118,123,128,133],{"id":89,"slug":90,"title":91,"created_at":92},"ee073da7-28b3-4752-a319-5a501459fb87","ai-in-2026-what-actually-matters-now-zh","2026 AI 真正重要的事","2026-03-26T07:09:12.008134+00:00",{"id":94,"slug":95,"title":96,"created_at":97},"83bd1795-8548-44c9-9a7e-de50a0923f71","trump-ai-framework-power-speech-state-preemption-zh","川普 AI 框架瞄準電力、言論與州權","2026-03-26T07:12:18.695466+00:00",{"id":99,"slug":100,"title":101,"created_at":102},"ea6be18b-c903-4e54-97b7-5f7447a612e0","nvidia-gtc-2026-big-ai-announcements-zh","NVIDIA GTC 2026 重點拆解","2026-03-26T07:14:26.62638+00:00",{"id":104,"slug":105,"title":106,"created_at":107},"4bcec76f-4c36-4daa-909f-54cd702f7c93","claude-users-spreading-out-and-getting-better-zh","Claude 用戶更分散，也更會用","2026-03-26T07:22:52.325888+00:00",{"id":109,"slug":110,"title":111,"created_at":112},"bd903b15-2473-4178-9789-b7557816e535","openclaw-raises-hard-question-for-ai-models-zh","OpenClaw 逼問 AI 模型價值","2026-03-26T07:24:54.707486+00:00",{"id":114,"slug":115,"title":116,"created_at":117},"eeac6b9e-ad9d-4831-8eec-8bba3f9bca6a","gap-google-gemini-checkout-fashion-search-zh","Gap 把結帳搬進 Gemini","2026-03-26T07:28:23.937768+00:00",{"id":119,"slug":120,"title":121,"created_at":122},"0740e53f-605d-4d57-8601-c10beb126f3c","google-pushes-gemini-transition-to-march-2026-zh","Google 把 Gemini 轉換延到 2026 年 3…","2026-03-26T07:30:12.825269+00:00",{"id":124,"slug":125,"title":126,"created_at":127},"e660d801-2421-4529-8fa9-86b82b066990","metas-llama-4-benchmark-scandal-gets-worse-zh","Meta Llama 4 分數風波又擴大","2026-03-26T07:34:21.156421+00:00",{"id":129,"slug":130,"title":131,"created_at":132},"183f9e7c-e143-40bb-a6d5-67ba84a3a8bc","accenture-mistral-ai-sovereign-enterprise-deal-zh","Accenture 攜手 Mistral AI 賣主權 AI","2026-03-26T07:38:14.818906+00:00",{"id":134,"slug":135,"title":136,"created_at":137},"191d9b1b-768a-478c-978c-dd7431a38149","mistral-ai-faces-its-hardest-year-yet-zh","Mistral AI 迎來最硬的一年","2026-03-26T07:40:23.716374+00:00"]