[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-企業-ai":3},{"tag":4,"articles":11,"peer_article_count":311},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":10},"2e34e66b-dd24-426b-b9ea-264040718b7f","企業 AI","企業-ai",15,"企業 AI 指的是把模型、代理人與資料流程放進真實組織裡運作：客服、文件處理、內部搜尋、風控與合規。它的關鍵不只在能力，還包括權限控管、沙箱、審計、供應商選擇與法規壓力。","Enterprise AI covers how models and agents are deployed inside real organizations: customer support, document workflows, internal search, risk controls, and compliance. The focus is not just capability, but access control, sandboxing, auditability, vendor choice, and regulatory pressure.",[12,21,29,36,43,50,58,65,72,79,86,93,100,107,114,121,128,136,143,150,157,164,171,178,185,192,199,206,213,220,227,234,241,248,255,262,269,276,283,290,297,304],{"id":13,"slug":14,"title":15,"summary":16,"category":17,"image_url":18,"cover_image":18,"language":19,"created_at":20},"4c9747cd-4eb2-4e08-ab87-207690b85526","sia-openai-partner-network-enterprise-ai-services-game-zh","Sia 與 OpenAI 結盟，證明企業 AI 已經變成服務戰","Sia 進入 OpenAI 合作夥伴網絡，說明企業 AI 的勝負已不在模型展示，而在導入、治理與流程改造的服務能力。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782208977450-zj5e.png","zh","2026-06-23T10:02:23.060282+00:00",{"id":22,"slug":23,"title":24,"summary":25,"category":26,"image_url":27,"cover_image":27,"language":19,"created_at":28},"2b878a5d-02b0-466e-8a4f-a6993b7f6a7c","microsoft-copilot-studio-april-2026-updates-zh","Copilot Studio 4 月更新：治理與工作流升級","Microsoft 在 2026 年 4 月更新 Copilot Studio，加入 Agent 365、MCP 工具支援、聊天內 App 與新工作流控制，重點放在企業治理與權限管理。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782192760962-c2dx.png","2026-06-23T05:32:15.322963+00:00",{"id":30,"slug":31,"title":32,"summary":33,"category":17,"image_url":34,"cover_image":34,"language":19,"created_at":35},"66628bc1-f521-4b1d-ae44-b17ef2ccf462","lyra-anthropic-aws-enterprise-ai-distribution-zh","Lyra 與 Anthropic 合作證明 AWS 正在贏下企業 AI 分發","Lyra 與 Anthropic 的合作不是單一通路消息，而是 AWS 正在成為企業 AI 採用預設入口的明確訊號。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782072169403-2djn.png","2026-06-21T20:02:16.921498+00:00",{"id":37,"slug":38,"title":39,"summary":40,"category":17,"image_url":41,"cover_image":41,"language":19,"created_at":42},"8678f7fc-c7b8-4a81-b9da-205ba3a685a3","salesforce-fin-buy-proves-deployment-speed-wins-zh","Salesforce 買下 Fin，證明企業 AI 的勝負在部署速度","Salesforce 以 36 億美元收購 Fin，說明企業 AI 的競爭重點已從平台能力轉向部署速度與可交付成果。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781961466436-n3gd.png","2026-06-20T13:17:18.99781+00:00",{"id":44,"slug":45,"title":46,"summary":47,"category":17,"image_url":48,"cover_image":48,"language":19,"created_at":49},"8156f591-efd9-45f5-b89e-4f06dcf971dc","openai-partner-network-delivery-strategy-zh","OpenAI 的合作夥伴網路不是 Logo 計畫，而是交付策略","OpenAI 的合作夥伴網路真正重要之處，不在品牌曝光，而在把企業 AI 從原型推進到可上線、可維運的部署。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781741882570-0cji.png","2026-06-18T00:17:18.861629+00:00",{"id":51,"slug":52,"title":53,"summary":54,"category":55,"image_url":56,"cover_image":56,"language":19,"created_at":57},"1459a665-b180-487b-b15b-65c046c6392c","tcs-anthropic-enterprise-ai-partnership-zh","TCS 和 Anthropic 企業 AI 合作成形","TCS 與 Anthropic 合作，把 Claude 帶進 5 萬名員工與企業客戶流程，重點是內部落地、聯合銷售與受管制產業應用。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781713081888-ob2e.png","2026-06-17T16:17:35.294583+00:00",{"id":59,"slug":60,"title":61,"summary":62,"category":17,"image_url":63,"cover_image":63,"language":19,"created_at":64},"e9e47972-a0b8-45f0-8227-7e228a4570b5","bedrock-makes-llama-enterprise-default-zh","Bedrock 讓 Llama 成為企業預設，而不是旁支專案","Amazon Bedrock 把 Meta 的 Llama 變成企業可直接採用的預設方案，關鍵不在模型分數，而在它把部署、治理與擴展成本一起降下來。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781165882599-ifby.png","2026-06-11T08:17:23.132865+00:00",{"id":66,"slug":67,"title":68,"summary":69,"category":17,"image_url":70,"cover_image":70,"language":19,"created_at":71},"0f02253e-7d97-4acb-825e-57c4255e22c8","mistral-targets-us-banks-after-paris-summit-zh","Mistral 轉向美國銀行市場","Mistral 在巴黎峰會上明講要打進美國銀行、企業與開發者市場，重點是把歐洲定位換成美國營收。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781137068731-9pou.png","2026-06-11T00:17:25.847711+00:00",{"id":73,"slug":74,"title":75,"summary":76,"category":17,"image_url":77,"cover_image":77,"language":19,"created_at":78},"907eeed7-b51d-4f1b-845a-986da8d38a14","claude-partner-network-business-guide-zh","Claude Partner Network 企業採購指南","Anthropic 的 Claude Partner Network 提供認證夥伴、訓練與支援，幫企業把 Claude 導入正式環境。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781136179803-glh0.png","2026-06-11T00:02:32.219266+00:00",{"id":80,"slug":81,"title":82,"summary":83,"category":17,"image_url":84,"cover_image":84,"language":19,"created_at":85},"c150342d-fc8b-4f03-ad12-15558d27f122","why-snowflake-anthropic-deal-enterprise-ai-move-zh","為什麼 Snowflake 與 Anthropic 的合作，是企業 AI 的正…","Snowflake 擴大與 Anthropic 的合作，是正確的企業 AI 策略，因為它把 Claude 放進公司資料本來就所在的平台。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780416180594-sc8i.png","2026-06-02T16:02:20.589317+00:00",{"id":87,"slug":88,"title":89,"summary":90,"category":55,"image_url":91,"cover_image":91,"language":19,"created_at":92},"db646b90-e51a-4df6-995e-b5d1fa4c8ef7","gemini-spark-enterprise-security-compliance-en-zh","Gemini Spark：企業版先看資安","Google Cloud 的 Gemini Spark 企業方向被拿來檢視資安、治理與合規。重點不是聊天能力，而是身份控管、日誌、權限與高風險動作審批。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779786357657-ckk6.png","2026-05-26T09:05:26.383239+00:00",{"id":94,"slug":95,"title":96,"summary":97,"category":17,"image_url":98,"cover_image":98,"language":19,"created_at":99},"47a426e9-9b3a-4ecd-8f9a-c73062579f30","anthropic-2026-funding-deals-scrutiny-zh","Anthropic 2026：融資、合約與監管壓力","Anthropic 2026 年同時衝資金、搶算力、推企業產品，也開始面對更密集的監管與採購審查。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779563169313-axzn.png","2026-05-23T19:05:34.023061+00:00",{"id":101,"slug":102,"title":103,"summary":104,"category":17,"image_url":105,"cover_image":105,"language":19,"created_at":106},"2f43b272-f30c-4a84-8432-3a17c24a6b76","fde-corporate-ai-adoption-playbook-zh","FDE 讓企業 AI 從 Demo 變上線","拆解 Microsoft 與 EY 的企業 AI 推進法，重點放在 FDE、顧問與流程落地怎麼一起賣，最後附可直接套用的 adoption 模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779524186608-bk2t.png","2026-05-23T08:15:59.841122+00:00",{"id":108,"slug":109,"title":110,"summary":111,"category":17,"image_url":112,"cover_image":112,"language":19,"created_at":113},"a0906db2-db1d-4cd6-b5ef-7eef80079777","anthropic-tops-cnbc-disruptor-50-2026-zh","9000億美元 Anthropic 登頂 CNBC Disruptor 50","Anthropic 以 CNBC 2026 Disruptor 50 第 1 名登場，估值傳出逼近 9000 億美元，年化營收跑到 300 億美元以上，企業採用與 Claude Code 成為主因。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779498979580-9e7a.png","2026-05-23T00:05:28.216588+00:00",{"id":115,"slug":116,"title":117,"summary":118,"category":17,"image_url":119,"cover_image":119,"language":19,"created_at":120},"46188ff3-d77d-4e27-96e9-d74c0d2f818b","kpmg-anthropic-digital-gateway-claude-zh","KPMG 與 Anthropic 推出 Claude 導入平台","KPMG 把 Claude 放進 Digital Gateway，先攻稅務、私募股權與資安工作，還開放 276,000+ 員工使用。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779405964508-usqa.png","2026-05-21T23:25:36.435251+00:00",{"id":122,"slug":123,"title":124,"summary":125,"category":17,"image_url":126,"cover_image":126,"language":19,"created_at":127},"6e06ae8c-8133-4f64-ad70-d696e9b76e01","why-kpmg-claude-rollout-enterprise-ai-move-zh","為什麼 KPMG 把 Claude 放進交付平台是對的","KPMG 把 Claude 直接嵌入全球交付平台，而不是當成旁邊的聊天工具，這才是企業 AI 的正確方向。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779213832337-8kj1.png","2026-05-19T18:03:21.809666+00:00",{"id":129,"slug":130,"title":131,"summary":132,"category":133,"image_url":134,"cover_image":134,"language":19,"created_at":135},"a553de67-f015-4f68-af27-06d57ab1e6b3","why-minimax-m27-self-evolution-matters-zh","為什麼 MiniMax M2.7 的自我進化，比基準分數更重要","MiniMax M2.7 的重點不是分數，而是把模型改進變成代理式工作流；這代表 AI 競爭正從榜單轉向系統能力。","model-release","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779077631921-lt4p.png","2026-05-18T04:13:26.004663+00:00",{"id":137,"slug":138,"title":139,"summary":140,"category":17,"image_url":141,"cover_image":141,"language":19,"created_at":142},"0b6aa15a-82f3-4e12-98e4-03837b5f76ad","why-claudes-real-advantage-is-not-raw-intelligence-zh","為什麼 Claude 的真正優勢不是原始智力","Claude 的優勢不在於單純更聰明，而在於把安全、產品分層與代理工具做成可賣進企業的信任機制。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779038029956-mv6r.png","2026-05-17T17:13:20.773432+00:00",{"id":144,"slug":145,"title":146,"summary":147,"category":17,"image_url":148,"cover_image":148,"language":19,"created_at":149},"31feb53c-c7da-4ee3-a6bf-1b922f9de376","anthropic-pwc-deal-enterprise-ai-adoption-zh","為什麼 Anthropic 與 PwC 的合作才是企業 AI 的真正勝負手","Anthropic 不是靠消費者熱度贏企業市場，而是靠 PwC 這類顧問與營運通路，把 Claude 變成企業流程的一部分。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779014189838-fi9d.png","2026-05-17T10:03:20.478954+00:00",{"id":151,"slug":152,"title":153,"summary":154,"category":133,"image_url":155,"cover_image":155,"language":19,"created_at":156},"c2abd58c-029c-4e1e-97cc-8f5a5ca969e2","mistral-cybersecurity-model-banks-europe-zh","Mistral 要做銀行資安模型","Mistral 正在打造銀行用的資安 AI 模型，並已和歐洲銀行討論。這篇整理它想切入的市場、銀行為何難搞，以及它和 OpenAI、Anthropic、Cohere 的差異。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778999023148-7ikg.png","2026-05-17T06:23:22.680619+00:00",{"id":158,"slug":159,"title":160,"summary":161,"category":17,"image_url":162,"cover_image":162,"language":19,"created_at":163},"f79412de-89ec-4141-8f29-80acd264b5e0","openai-forms-4b-unit-enterprise-ai-rollout-zh","OpenAI 砸 40 億美元搶企業部署","OpenAI 成立 40 億美元部署單位，找來 19 家夥伴幫企業落地 AI，重點放在整合、治理與正式上線。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778755848006-u7et.png","2026-05-14T10:50:31.022058+00:00",{"id":165,"slug":166,"title":167,"summary":168,"category":17,"image_url":169,"cover_image":169,"language":19,"created_at":170},"2915720d-89e3-46af-b1e7-498826844353","why-openai-deployment-company-right-move-zh","為什麼 OpenAI 的 Deployment Company 是正確一步","OpenAI 的 Deployment Company 之所以正確，是因為企業 AI 的失敗點在整合與落地，不在模型能力本身。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778755248729-3qk7.png","2026-05-14T10:40:22.863422+00:00",{"id":172,"slug":173,"title":174,"summary":175,"category":17,"image_url":176,"cover_image":176,"language":19,"created_at":177},"7f67f087-c76b-4705-9e95-46a329119988","why-claude-may-2026-updates-platform-play-zh","為什麼 Claude 2026 年 5 月更新是平台戰，不是功能堆疊","Claude 的 2026 年 5 月更新顯示，Anthropic 正把 Claude 從聊天機器人推向企業工作平台，而不是單純加功能。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778559044814-qdxb.png","2026-05-12T04:10:19.53515+00:00",{"id":179,"slug":180,"title":181,"summary":182,"category":17,"image_url":183,"cover_image":183,"language":19,"created_at":184},"365f007a-340b-42cc-9f3c-0fd3db6b3ff0","why-small-language-models-should-replace-llm-first-enterpris-zh","為什麼企業 AI 應該先用小型語言模型，而不是 LLM 優先","企業 AI 的預設架構應該是小型語言模型，而不是大型 LLM，因為多數工作更便宜、更快，也更容易控管風險。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778461848994-64df.png","2026-05-11T01:10:23.524005+00:00",{"id":186,"slug":187,"title":188,"summary":189,"category":17,"image_url":190,"cover_image":190,"language":19,"created_at":191},"aa490ede-43dc-42f6-abc3-2f8e105ca176","why-polyai-kong-deal-right-move-enterprise-ai-zh","為什麼 PolyAI 與 Kong 的合作是企業 AI 的正確選擇","PolyAI 把 API 平台統一到 Kong 是對的，因為企業 AI 要先有治理、擴展性與可變現能力，才撐得住規模化商用。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778228445755-b4w6.png","2026-05-08T08:20:23.570188+00:00",{"id":193,"slug":194,"title":195,"summary":196,"category":17,"image_url":197,"cover_image":197,"language":19,"created_at":198},"95a80057-6013-4b6b-b1a2-9ac97f05a489","anthropic-financial-agents-wall-street-bet-zh","為什麼 Anthropic 的金融代理人是華爾街的重大押注","Anthropic 的金融服務代理人不是展示品，而是把 AI 做成金融機構工作底層的產品押注，華爾街應把它當基礎設施看待。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778015453092-uvza.png","2026-05-05T21:10:25.667082+00:00",{"id":200,"slug":201,"title":202,"summary":203,"category":17,"image_url":204,"cover_image":204,"language":19,"created_at":205},"13153bc9-0e9b-4b2a-b8e9-b6a6d60545ce","ibm-bob-enterprise-ai-harder-test-zh","為什麼 IBM 的 Bob 證明企業 AI 需要更 سخت的考題","IBM 的 Bob 說明企業 AI 不能只看 demo 與內部效率，還得通過真實流程、安全審查與成本壓力。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1777861847379-yj1h.png","2026-05-04T02:30:20.318787+00:00",{"id":207,"slug":208,"title":209,"summary":210,"category":17,"image_url":211,"cover_image":211,"language":19,"created_at":212},"7fad4cf3-bf91-4da2-9983-edebd66612f5","google-anthropic-enterprise-ai-trust-zh","Google 與 Anthropic 押注企業 AI 信任","Google 與 Anthropic 把企業 AI 成長押在信任與選擇上，Anthropic 的 annual revenue run rate 也從 90 億美元跳到 300 億美元以上。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1777680656240-ixqk.png","2026-05-02T00:10:30.735932+00:00",{"id":214,"slug":215,"title":216,"summary":217,"category":55,"image_url":218,"cover_image":218,"language":19,"created_at":219},"b3e4d4ed-a225-456c-8550-8d26c26ce5e5","openai-agents-sdk-safer-enterprise-controls-zh","OpenAI Agents SDK 加強企業控管","OpenAI 為 Agents SDK 加上 sandboxing 與 harness 支援，讓企業能把長流程代理人放進更可控的環境，API 也維持標準計價。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776513829857-0otz.png","2026-04-18T12:03:31.394038+00:00",{"id":221,"slug":222,"title":223,"summary":224,"category":17,"image_url":225,"cover_image":225,"language":19,"created_at":226},"39806d22-002b-499f-8341-2242243a55b3","anthropic-claude-mythos-preview-bank-fears-zh","Claude Mythos Preview 讓銀行更警覺","Anthropic 向銀行簡報 Claude Mythos Preview，同時在華府與川普政府打官司。這場 AI、監管與金融風控的拉扯，正在改變企業採購規則。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776125393235-p9os.png","2026-04-14T00:09:34.597883+00:00",{"id":228,"slug":229,"title":230,"summary":231,"category":55,"image_url":232,"cover_image":232,"language":19,"created_at":233},"a0793170-f21f-4450-9d77-43cc7e43b192","anthropic-managed-agents-enterprise-ai-work-zh","Anthropic 推出 Managed Agents 攻…","Anthropic 推出 Claude Managed Agents，想把企業做 AI agent 時最煩的基礎建設包起來。公司 ARR 已破 300 億美元，和 OpenAI 的企業戰場也越打越兇。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775779802303-ko9l.png","2026-04-10T00:09:40.716623+00:00",{"id":235,"slug":236,"title":237,"summary":238,"category":17,"image_url":239,"cover_image":239,"language":19,"created_at":240},"2b9b22bd-15a3-4a94-807c-aa94219c07a0","openai-enterprise-bet-consulting-muscle-zh","OpenAI找顧問助攻企業落地","OpenAI 與 Accenture、BCG、Capgemini、McKinsey 簽下多年合作，想把 Frontier 更快塞進企業流程。這場 AI 競賽，現在比的是落地能力，不只是模型本身。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775496631805-rgv0.png","2026-04-03T09:03:38.196115+00:00",{"id":242,"slug":243,"title":244,"summary":245,"category":26,"image_url":246,"cover_image":246,"language":19,"created_at":247},"bd53238f-f332-4743-902c-538ad2525f29","ai-coding-fast-trust-bottleneck-zh","AI 寫碼很快，信任才是瓶頸","AI coding 工具已能秒寫程式，但企業真正卡住的是驗證、治理與信任。從 Claude Code、Codex 到 Qodo，重點正在從生成轉向審查。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775200370334-45x0.png","2026-04-03T07:12:32.718311+00:00",{"id":249,"slug":250,"title":251,"summary":252,"category":26,"image_url":253,"cover_image":253,"language":19,"created_at":254},"7f3d9a39-815e-49c4-aced-a5454e7b4afa","what-openrag-does-for-enterprise-ai-zh","OpenRAG 在企業 AI 的用途","IBM OpenRAG 把檢索、索引和模型協調包成一套。適合用公司內部資料做 RAG，讓回答更貼近文件，也更好追查來源。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775164554067-i4oe.png","2026-04-02T21:15:38.707251+00:00",{"id":256,"slug":257,"title":258,"summary":259,"category":26,"image_url":260,"cover_image":260,"language":19,"created_at":261},"4c440055-5b31-4b39-8276-89d1abe4699b","preset-mcp-enterprise-controls-superset-zh","Preset 為 Superset MCP 加上企業控管","Preset 把 Apache Superset 的 MCP 服務包成可上線的企業版，補上 OAuth 2.0、workspace 隔離、內建 Chatbot 與 Kubernetes 部署，讓 AI 工具能在多租戶環境安全運作。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775164020578-lofq.png","2026-04-02T21:06:37.509041+00:00",{"id":263,"slug":264,"title":265,"summary":266,"category":17,"image_url":267,"cover_image":267,"language":19,"created_at":268},"ff021fab-7330-4e01-8187-ca099f7c31f4","claude-vs-chatgpt-copilot-gemini-enterprise-2026-zh","Claude、ChatGPT、Copilot、Gemini…","Claude 擅長長上下文與程式工作；ChatGPT、Copilot、Gemini 則靠分發、整合與工作流吃香。企業 2026 年該怎麼選，重點不是誰最強，而是誰最適合你的資料、流程與控管。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775153757367-xo7r.png","2026-04-02T18:15:40.452457+00:00",{"id":270,"slug":271,"title":272,"summary":273,"category":55,"image_url":274,"cover_image":274,"language":19,"created_at":275},"dbd5fb09-26bd-40fa-b05c-fbb4169753ed","ai-agents-trust-control-security-tools-zh","AI agents 開始講究信任與控制","Codenotary、Klient PSA、Georgia Tech 與 Samsara 的案例顯示，AI agents 正走進可監控、可解釋、有人類把關的工作流程。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775058496541-ewys.png","2026-04-01T13:27:38.750823+00:00",{"id":277,"slug":278,"title":279,"summary":280,"category":55,"image_url":281,"cover_image":281,"language":19,"created_at":282},"96d8e8c8-1edd-475d-9145-b1e7a1b02b65","mcp-explained-from-prompts-to-production-zh","MCP 怎麼把提示詞變工作流","MCP 讓 AI 能用標準介面讀資料、叫工具、要確認。Zoho 用 elicitation 拆解它怎麼把助手帶進正式工作流程。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775050818756-mope.png","2026-04-01T09:24:39.321274+00:00",{"id":284,"slug":285,"title":286,"summary":287,"category":55,"image_url":288,"cover_image":288,"language":19,"created_at":289},"5bede67f-e21c-413d-9ab8-54a3c3d26227","googles-2026-ai-agent-report-decoded-zh","Google 2026 AI Agent 報告解讀","Google Cloud 調查 3,466 位企業決策者，整理出 AI Agent 在 2026 年的落地現況。從 52% 已上線、88% 回報正 ROI，到客服、安全、人才訓練的變化，這份報告其實在講企業怎麼把 Agent 接進真實工作流程。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774578433073-hett.png","2026-03-26T11:15:22.651956+00:00",{"id":291,"slug":292,"title":293,"summary":294,"category":17,"image_url":295,"cover_image":295,"language":19,"created_at":296},"fa006110-18df-40ed-ac43-1e2133fa2c06","rag-in-2026-what-enterprise-ai-needs-now-zh","2026 年企業 AI 為何更靠 RAG","RAG 已從展示用技術走進企業預算。原因很直接：公司要的是能讀取最新內部資料、可追溯、可控權限的 AI，而不是只會背舊訓練資料的聊天模型。到了 2026 年，真正有用的重點在檢索品質、權限治理、即時資料連接與合規設計。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774517341124-yymy.png","2026-03-26T08:06:06.808873+00:00",{"id":298,"slug":299,"title":300,"summary":301,"category":26,"image_url":302,"cover_image":302,"language":19,"created_at":303},"855cd52f-6fab-46cc-a7c1-42195e8a0de4","surepath-real-time-mcp-policy-controls-zh","SurePath 推出即時 MCP 政策控管","SurePath AI 發表 MCP Policy Controls，主打在工具呼叫前即時判斷 AI app 可用哪些 MCP server 與工具。重點不在聊天內容，而在 AI 會不會拿著你的身分去動 Google Drive、Salesforce 或 AWS。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774517122288-9km4.png","2026-03-26T07:57:40.77233+00:00",{"id":305,"slug":306,"title":307,"summary":308,"category":17,"image_url":309,"cover_image":309,"language":19,"created_at":310},"183f9e7c-e143-40bb-a6d5-67ba84a3a8bc","accenture-mistral-ai-sovereign-enterprise-deal-zh","Accenture 攜手 Mistral AI 賣主權 AI","Accenture 與 Mistral AI 簽下多年合作，主打企業可控、可落地的主權 AI。重點放在歐洲市場，涵蓋部署、訓練、認證與內部導入，瞄準金融、醫療、公部門等高合規產業。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774516635735-scir.png","2026-03-26T07:38:14.818906+00:00",0]