[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-why-distributed-computing-is-the-default-zh":3,"article-related-why-distributed-computing-is-the-default-zh":36,"series-industry-a22db79c-fb60-4cb6-b34e-5385da22edc9":84},{"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},"a22db79c-fb60-4cb6-b34e-5385da22edc9","為什麼分散式運算已是預設，而非例外","\u003Cp data-speakable=\"summary\">分散式運算已經是現代系統的預設架構，因為它更能擴充、維持可用性，也更符合真實世界的負載與故障條件。\u003C\u002Fp>\u003Cp>分散式運算不是進階選項，而是任何想長大、想活下來的系統的基本盤。\u003Ca href=\"\u002Ftag\u002Faws\">AWS\u003C\u002Fa> 對\u003Ca href=\"\u002Fnews\u002Fweishenme-fensanshi-xitong-yanjiang-bi-buluoge-wenzhang-geng-zh\">分散式系\u003C\u002Fa>統的定義很直接：多台電腦一起解決同一個問題，而它的價值也早就落在真實場景裡，像行動 App、金融交易平台、以及大規模科學模擬。重點不是\u003Ca href=\"\u002Ftag\u002F分散式系統\">分散式系統\u003C\u002Fa>很強，而是單機思維一碰到流量暴增、資料變大、或可用性要求，就會立刻失效。\u003C\u002Fp>\u003Ch2>第一個論點：擴充能力決定架構\u003C\u002Fh2>\u003Cp>選擇分散式運算的第一個理由很簡單，就是容量。AWS 把可擴充性定義得很清楚：當工作量增加時，可以加節點應對。這才是面對不會乖乖排隊的流量時，真正可行的答案。零售 App 不會配合你安排黑五流量高峰，影音處理管線也不會因為單一伺服器快撐不住就自動慢下來。分散式架構把容量變成可以加的東西，而不是只能事先猜對的東西。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779075829891-qovx.png\" alt=\"為什麼分散式運算已是預設，而非例外\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這件事的重要性在於，過度配置是浪費，不足配置是故障。AWS 也把效率列為分散式系統的優點，原因很現實：分散式系統能更有效使用硬體，避免昂貴的閒置資源。實務上，這就是為\u003Ca href=\"\u002Fnews\u002Fcommunity-resistance-will-reshape-ai-data-center-expansion-zh\">什麼\u003C\u002Fa>雲原生團隊偏好叢集、服務群組、彈性資料庫，而不是一台超大主機硬扛所有需求。架構應該跟著需求走，不是逼需求去遷就機器。\u003C\u002Fp>\u003Ch2>第二個論點：可用性不是加分，是底線\u003C\u002Fh2>\u003Cp>分散式系統真正贏的地方，是它能在部分元件失效時繼續運作。AWS 把可用性與容錯列為核心優勢：如果一台電腦掛了，整個系統不必跟著倒。這不是理論上的好處，而是服務能撐過節點故障，還是把一次常見事故變成客戶可見災難的差別。對使用者來說，服務是否「還在」比它是不是優雅更重要。\u003C\u002Fp>\u003Cp>同樣的邏輯，也解釋了為什麼一致性與透明性這麼關鍵。AWS 指出，分散式系統會在多台機器之間複製資料、管理一致性，同時仍向使用者呈現成一台電腦。這就是這個模型最實用的地方：使用者不需要知道是哪台伺服器回應請求，工程團隊也能在不改變產品心智模型的前提下調整各個元件。故障被系統吸收在幕後，這才叫可用性。\u003C\u002Fp>\u003Ch2>反方可能怎麼說\u003C\u002Fh2>\u003Cp>反對分散式運算最強的理由，是它確實更複雜。機器越多，網路跳點越多，故障模式越多，運維成本也越高。這是真的。AWS 也區分了鬆耦合與緊耦合，因為如果通訊模式設計得不好，分散式系統會變得緩慢、脆弱、難以推理。比起一個設計得很差的叢集，單體系統確實比較容易除錯。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779075830418-kv55.png\" alt=\"為什麼分散式運算已是預設，而非例外\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>另一個現實的反對點，是效能折衷。平行運算、網格運算、客戶端伺服器、n-tier、P2P，各自解的是不同問題，不是每個工作負載都值得分散化。如果一個任務本來就能在單機完成，硬把它拆到網路上，往往只會更慢，不會更好。沒有必要為了「看起來先進」而分散工作。\u003C\u002Fp>\u003Cp>但這些批評只是在劃出邊界，沒有推翻分散式運算的主張。它之所以成為主流，不是因為它比較簡單，而是因為它比較誠實地面對現實：工作量會長大，硬體會故障，使用者會要求不中斷。當這三件事同時存在時，額外的複雜度不是缺陷，而是打造能在 pr\u003Ca href=\"\u002Fnews\u002Fclaude-code-v2-1-143-background-session-fixes-zh\">od\u003C\u002Fa>uction 裡活下去的代價。\u003C\u002Fp>\u003Ch2>你能做什麼\u003C\u002Fh2>\u003Cp>如果你是工程師，請提早為分散式設計：把服務切開、定義清楚的通訊邊界、把失敗當成常態而不是例外。如果你是 PM 或創辦人，別再問產品「會不會有一天需要分散式系統」，而要問「不做分散式的成本，什麼時候會超過現在就做的成本」。正確做法不是把一切都分散，而是把單機簡單性保留給小而穩定的工作負載，並在擴充性、可用性、吞吐量本來就是產品承諾的地方，直接採用分散式架構。\u003C\u002Fp>","分散式運算已經是現代系統的預設架構，因為它更能擴充、維持可用性，也更符合真實世界的負載與故障條件。","aws.amazon.com","https:\u002F\u002Faws.amazon.com\u002Fwhat-is\u002Fdistributed-computing\u002F",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779075829891-qovx.png",[13,14,15,16,17,18],"分散式運算","可擴充性","高可用性","容錯","雲原生","系統架構","zh",0,false,"2026-05-18T03:43:23.968659+00:00","2026-05-18T03:43:23.95+00:00","done","52b45f36-6f61-43c5-bc19-6015574e4ecf","why-distributed-computing-is-the-default-zh","industry","852ba92c-da65-4985-9941-932719583d03","published",[31,32,33],"分散式運算已是現代系統的預設架構，不是少數高階場景的例外。","擴充能力與可用性是分散式架構的核心價值，而不是附加功能。","複雜度是真成本，但它通常是面對真實流量與故障時必須支付的代價。","caa87b65-9bbc-46fe-bba8-4f4158dd2d8b","[-0.0036496134,-0.0070997835,0.0011147117,-0.05691727,-0.028394671,-0.004577377,0.005575464,-0.011748172,0.033456296,0.008169644,-0.0075334148,-0.012704104,0.009501272,0.036169346,0.110269,0.0077011697,0.026825305,0.034953535,0.007283014,0.019840214,0.029285455,0.017080056,0.025719019,0.0058691134,0.008582972,-0.00071726437,0.017476508,-0.024745876,0.009926878,-0.009672441,0.013144872,-0.0064037093,0.0026450802,0.019756205,0.002365943,0.005838646,0.039296452,0.0019274374,0.031315032,0.012910267,-0.014712763,-0.023001034,-0.016998725,-0.03037775,-0.01224946,0.017148744,0.0023559486,-0.003907249,-0.018033173,-0.008694605,0.008774349,-0.002354933,0.004478688,-0.16426578,-0.0037319781,0.0037588077,-0.003566783,0.009793241,-0.0091189295,0.0028737187,-0.0024042733,0.022700699,-0.0057281926,-0.012957316,0.0033524393,-0.0512225,0.040045615,0.0014641491,-0.00882608,0.019496,-0.0073595694,-0.002436426,-0.0037988473,-0.012577146,0.0360566,-0.014089957,-0.008641239,0.013869377,-0.016995495,-0.007463088,-0.004503416,-0.0020772165,-0.017859131,-0.029828362,-0.0017107321,-0.0014664255,0.0057237553,-0.0028856157,0.008681007,0.005445443,0.018219173,-0.0029423656,0.019417278,0.0015131211,-0.017402383,-0.014884482,-0.005988542,0.016914977,-0.006082362,-0.012123786,0.011949412,0.026520759,-0.010097367,0.0340447,-0.015426622,-0.020229876,0.0073560425,0.004229796,-0.0013020671,0.026472662,0.011366891,-0.015583352,0.008874767,-0.015749803,-0.01137471,-0.13507445,-6.0533665e-05,0.009034251,-0.014182869,-0.013634928,-0.02721719,0.007825741,0.010133203,-0.0052928007,-0.010362512,0.0139642805,0.025036698,-0.003210629,-0.012011192,-0.023846403,-0.00365941,0.011494818,-0.012797885,0.0144276135,0.013673984,0.0012326506,-0.0008094246,0.00425812,-0.018480953,-0.030791804,-0.034162525,0.0006464847,0.0034417678,0.025624089,-0.005394025,0.014706238,-0.067135796,0.0112491865,0.028112015,-0.0088240765,0.01100967,-0.0005024456,0.02721775,0.014464527,0.030133048,0.010831013,-0.022540687,0.0030650997,-0.0084906155,0.016278636,-0.0018147631,-0.017244684,-0.00064677914,0.022044307,0.0070661935,0.009593592,-0.02251213,0.022249252,0.02100376,0.035818048,0.009555751,0.00719768,-0.009167806,0.00068093865,0.0086090155,0.00451017,0.0076591554,0.018340765,0.004009246,-0.0293603,0.006249009,0.006403805,0.015278414,0.0027450155,-0.0264247,-0.003854024,-0.016786074,-0.021824012,0.010797648,0.00676787,-0.015178813,-0.01810563,-0.0028802922,-0.0014963077,0.0037243352,-0.039424695,0.010212902,0.0046664337,-0.022354119,-0.007627323,0.0073115337,-0.006975963,0.020649426,-0.03297627,-0.019976351,-0.033627916,0.0078999,-0.009783509,0.0043052826,0.018528707,0.017738342,-0.0018800256,0.02847795,-0.0058556087,0.012427027,-0.01646449,0.010547909,-0.012683321,0.019711303,-0.01589999,-0.013228997,-0.02668211,-0.0024716512,0.001084149,-0.004498752,-0.019032195,-0.009836628,0.012390326,0.0011468055,0.009778543,0.012717574,0.021344382,0.0024102333,-0.014808474,-0.0035058581,0.02609463,0.010213896,0.008372888,0.014185955,0.02546185,-0.026290156,0.011133642,0.0071495585,0.006098562,0.0074708457,-0.011885632,-0.011569943,0.009279308,-0.005541186,0.022837404,-0.011027374,0.015554774,-0.0025273066,-0.0054162317,0.006118181,0.019518206,-0.041837525,-0.037127644,-0.002374097,0.027529614,-0.022494517,-0.010272456,0.011009242,-0.004245903,0.005070736,-0.008374993,-0.010378367,-0.0030069153,-0.039347883,0.003559031,0.013661868,-0.003855536,0.006802126,-0.0014601089,0.0011297668,-0.0017626906,-0.05301673,0.008609003,-0.01507555,-0.005352213,0.016674984,-0.031560652,0.020300092,0.018311352,-0.01740296,-0.00948286,-0.02672227,0.0050390856,-0.009167885,0.0012448214,0.0052107763,0.031491246,-0.019933777,0.015108995,0.0067794393,-0.00849003,-0.013650143,0.00087531534,-0.012474009,-0.017328085,-0.014518846,-0.010982154,-0.03028099,0.052566823,-0.0047346386,0.004454929,0.01665091,0.026167074,-0.027167091,0.01810498,-0.0025492292,-0.011192917,0.011768006,-0.013655831,0.0045160498,0.004646126,0.005716989,0.00063979987,0.013552471,0.011942871,0.008693879,-0.00057420495,-0.017936911,0.031509567,-0.01940684,0.00887816,0.00999422,-0.011871704,0.008369846,-0.004247438,-0.009254661,-0.010604799,0.026085984,-0.0060594534,-0.017708907,0.016843434,-0.003907016,0.005982721,-0.010751271,-6.587979e-06,0.0025611748,0.0017686483,-0.0021724466,-0.0032779626,0.013369107,0.013938703,0.02190642,-0.011444155,0.00992287,-0.01708996,0.0039523668,-0.013978753,-0.0047779526,-0.033176534,-0.03449568,0.009875959,-0.014517039,0.017322905,0.022357026,-0.014225268,0.029687332,-0.02405628,-0.006397396,-0.006811149,-0.009600459,-0.02473028,-0.002159425,0.010690965,0.008202152,-0.0029063222,0.0046586473,0.023403704,0.023123942,0.017514082,0.021360047,0.0077762124,-0.015115634,0.019069495,0.007436339,-0.01869598,-0.0026647362,0.02647332,-0.00056004716,0.011057862,-0.037241034,-0.022886109,0.024773287,0.004800894,-0.006191846,-0.0060024876,-0.0022523361,-0.0066989115,0.02591298,0.003928258,-0.01966392,-0.034043875,-0.007864185,0.018949602,-0.016033588,-0.020963367,-0.032534633,-0.02257902,-0.018962728,-0.02663695,0.008336871,-0.0007812726,-0.03617093,0.006798389,0.004920857,-0.010882024,0.004148061,0.01185731,0.0050469576,0.018480504,0.0036441113,-0.024754427,-0.010379456,0.024610387,0.045272637,0.014916036,0.009428423,-0.029756075,-0.023109399,0.006704862,-0.007979628,-0.016322771,-0.014659534,0.00035906897,-0.015522932,-0.019843077,0.010725618,-0.0030525092,0.006137724,-0.018592838,0.011917903,-0.023521308,-0.0429646,-0.007972069,0.025665127,0.0006496863,-0.007967194,-0.016944509,-0.019175854,-0.026878083,0.0058904905,-0.029373541,-0.028050087,-0.025489476,-0.014997009,-0.006242576,0.017560152,0.057507712,-0.023022676,-0.03021199,0.005896045,0.016512977,-0.039073717,0.041591443,-0.007204762,-0.018990634,0.0008392026,-0.018181214,-0.0023976422,-0.02231729,-0.0038145985,-0.021880696,-0.023040345,-0.0069353427,0.00037009813,0.014672113,0.009075809,0.0016312333,-0.008805579,0.005307648,-0.018163906,0.00089248153,-0.014119742,-0.009042053,-0.010884585,-0.031691518,0.026315143,-0.0035023082,0.011453875,-0.013382135,0.015213186,0.014318439,-0.011388829,0.012420602,0.0008503479,0.008524327,0.0059109153,0.032918267,-0.02250191,-0.0054007913,-0.02490037,-0.010674891,-0.0037909138,-0.012512649,0.04426933,-0.001066684,-0.0036214094,0.0056562643,0.003616139,0.002476887,-0.023986692,0.005634871,0.024401424,-0.013355192,-0.002743797,-0.01880438,-0.0018004797,-0.0016383816,-0.017772436,0.0038292035,0.0008599735,0.026226941,0.008164268,0.003681007,-0.004952733,0.017938707,0.008971851,-0.030111002,-0.007577796,0.011961758,-0.0128562,-0.001328372,0.030818753,0.010617477,0.004125062,0.020685108,0.009918659,0.030597528,-0.0046484414,-0.023430359,0.013841518,-0.013235617,-0.013703904,0.027306374,0.0036320093,-0.0038081713,0.03276899,-0.011481805,0.011079566,-0.0011641986,0.02664069,-0.106850386,-0.009440366,-0.03605302,0.020973736,0.006612151,-0.02402736,-0.028739225,-0.002385815,0.0025035709,0.0022516788,-0.004833885,-0.019981952,0.010050093,-0.010946325,-0.022831392,-0.014542102,-0.019876648,0.00096736243,0.033993095,0.013676013,0.02867185,-0.0036558318,-0.00016541584,0.018766226,0.012648433,-0.016284581,0.0068975645,0.0083417455,0.013099052,-0.03060517,-0.03757928,-0.014054491,0.029335631,-0.0059166807,0.013298543,-0.011116167,0.020465767,-0.014849835,-0.0046405303,0.022131396,0.016578563,0.0027190445,-0.016431801,0.009169674,0.02969486,-0.013618327,-0.026807327,-0.01840852,0.0045137587,0.029215187,-0.02110724,-0.0066247825,-0.0108277565,-0.03691722,0.00857189,0.00024394269,0.004435632,-0.015690772,0.010890953,0.020341573,-0.0088281715,0.0024730721,-0.024854349,0.009438031,-0.04079727,-0.012904196,-0.026846273,0.004970788,0.029144766,0.021208445,-0.007212176,0.011180391,-0.015618482,0.03015637,0.0056353165,0.0051672286,-0.011729864,-0.0002090266,0.02158446,-0.020791387,-0.012236387,-0.0019172379,-0.077818915,-0.020927563,0.0066340286,-0.042021044,0.015217959,0.008041361,0.011393313,0.0040094107,-0.02567447,-0.009838286,-0.0042444007,-0.010411753,-0.011575596,0.010953568,0.0056520617,0.026660128,0.010771252,0.00051348784,-0.0036491945,-0.02688946,-0.0032515614,-0.013440459,0.008374391,-0.019045172,-0.006427961,-0.00952862,0.00993728,-0.0020167837,-0.01033287,-0.007767715,-0.038849875,-0.12219851,-0.001860548,0.01235435,0.008111431,0.01918766,0.0069002924,-0.026784543,-0.03724871,0.006652043,-0.007069833,-0.01108279,-0.011241357,-0.0065055275,-0.009204575,-0.015023027,0.1222629,-0.022594351,-0.0053007323,-0.002276384,-0.02317214,-0.009899737,-0.0030477147,0.0037627122,0.022705995,-0.03651161,0.0034199797,0.013907453,-0.008246379,-0.009359602,-0.014847638,-0.0017607271,0.005495531,-0.016096503,-0.010517852,0.0086723,-0.00935399,0.000409605,-0.0038963405,0.0059425477,-0.011620783,-0.008655855,-0.019987809,0.014630524,0.010791025,0.014097767,-0.0230744,-0.0043388703,-0.008812922,-0.034015067,0.029152079,-0.017505895,-0.061899096,0.007134832,-0.008592592,0.008502124,0.00051522045,-0.002064605,0.022917248,-0.01129902,0.022904284,0.006895331,-0.006194429,0.0254935,0.015881807,0.008709992,-0.005626369,0.019989885,0.03606188,0.01132779,0.0042979647,-0.032542426,0.0060982783,-0.00069094484,-0.009754404,0.00567457,-0.01735603,0.021655023,0.037304826,-0.031872995,-0.002811692,0.006642467,-0.0015044124,-0.029285058,-0.015157351,0.024321223,-0.023437215,0.052585352,0.02459445,0.022729984,-0.024823446,-0.0032010796,0.011721051,-0.004291402,0.03049741,0.016317792,-1.40563225e-05,-0.004850958,0.01016228,0.012628621,-0.010550049,0.018084818,-0.03402767,0.028820748,-0.008685883,-0.009458129,0.005040691,0.012181642,0.011769431,0.043583997,-0.012849081]",{"tags":37,"relatedLang":43,"relatedPosts":47},[38,39,40,41,42],{"name":13,"slug":13},{"name":15,"slug":15},{"name":14,"slug":14},{"name":16,"slug":16},{"name":17,"slug":17},{"id":28,"slug":44,"title":45,"language":46},"why-distributed-computing-is-the-default-en","Why Distributed Computing Is the Default, Not the Exception","en",[48,54,60,66,72,78],{"id":49,"slug":50,"title":51,"cover_image":52,"image_url":52,"created_at":53,"category":27},"534fe306-33d9-44c0-8e6b-1193d108bd20","giants-news-roster-schedule-injuries-heavy-zh","巨人隊新聞、名單、賽程與傷兵","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779081845947-2ur2.png","2026-05-18T05:23:37.691779+00:00",{"id":55,"slug":56,"title":57,"cover_image":58,"image_url":58,"created_at":59,"category":27},"ce31158f-220a-40ea-a50a-54c6463dc5d0","utah-jazz-2026-roster-injury-report-stats-zh","爵士 2026 先從瘦名單開始","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779081243105-qcn9.png","2026-05-18T05:13:36.934434+00:00",{"id":61,"slug":62,"title":63,"cover_image":64,"image_url":64,"created_at":65,"category":27},"4a7eb06b-5e2a-4dc0-90d4-af2405a84674","wei-shi-mo-minimax-geng-xiang-xiao-fei-ji-ai-gong-si-er-bu-s-zh","為什麼 MiniMax 更像消費級 AI 公司，而不是模型實驗室","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779078234081-wvqh.png","2026-05-18T04:23:23.871045+00:00",{"id":67,"slug":68,"title":69,"cover_image":70,"image_url":70,"created_at":71,"category":27},"15fa8a17-81dc-43cb-9a2d-774364314e79","ai-weekly-2026-w21-zh","AI 週報：2026-05-11 ~ 2026-05-18","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779077044731-88wh.png","2026-05-18T04:00:40.099905+00:00",{"id":73,"slug":74,"title":75,"cover_image":76,"image_url":76,"created_at":77,"category":27},"2b1f120b-e388-4ec3-87b7-bd72c374646b","community-resistance-will-reshape-ai-data-center-expansion-zh","為什麼社區反對會重塑 AI 資料中心擴張","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779074629955-s2de.png","2026-05-18T03:23:19.854546+00:00",{"id":79,"slug":80,"title":81,"cover_image":82,"image_url":82,"created_at":83,"category":27},"1997c881-db4e-42ec-a08f-8e1667705a52","erock-files-nyse-ipo-power-demand-zh","ERock 申請紐約證交所 IPO","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779074042010-fqk1.png","2026-05-18T03:13:37.623626+00:00",[85,90,95,100,105,110,115,120,125,130],{"id":86,"slug":87,"title":88,"created_at":89},"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":91,"slug":92,"title":93,"created_at":94},"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":96,"slug":97,"title":98,"created_at":99},"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":101,"slug":102,"title":103,"created_at":104},"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":106,"slug":107,"title":108,"created_at":109},"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":111,"slug":112,"title":113,"created_at":114},"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":116,"slug":117,"title":118,"created_at":119},"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":121,"slug":122,"title":123,"created_at":124},"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":126,"slug":127,"title":128,"created_at":129},"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":131,"slug":132,"title":133,"created_at":134},"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"]