[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-agentic-ai":3},{"tag":4,"articles":11},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":10},"fcab23f6-1189-4cd6-a67b-29a1d3606263","agentic AI","agentic-ai",24,"Agentic AI 指能規劃、呼叫工具、連接資料並持續執行任務的代理式系統，重點不只在模型能力，也在沙箱、權限、事件一致性與長流程推論，常見於企業自動化、Agent SDK、資料管線與伺服器推論架構。","Agentic AI refers to systems that can plan, use tools, access data, and keep working across multi-step tasks. It matters because real deployments depend on sandboxing, permissions, event consistency, and infrastructure for enterprise automation, agent SDKs, and server-side inference.",[12,21,29,37,45,52,59,67,74,81,88,95,102,109,116,123,130,137,145],{"id":13,"slug":14,"title":15,"summary":16,"category":17,"image_url":18,"cover_image":18,"language":19,"created_at":20},"b6ab37df-93b6-4c98-823c-14df10872c5a","agentic-ai-payments-keep-landing-on-solana-zh","為什麼 agentic AI 支付總落在 Solana","我拆解 agentic AI 支付為何集中到 Solana，順手給你一份可直接貼進專案的支付模板。","blockchain","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780016606704-pnm8.png","zh","2026-05-29T01:02:56.179501+00:00",{"id":22,"slug":23,"title":24,"summary":25,"category":26,"image_url":27,"cover_image":27,"language":19,"created_at":28},"115f347e-9bf9-4c9a-8bcb-f1de06eb54ad","agentic-ai-better-harnesses-not-just-bigger-models-zh","代理式 AI 關鍵在 Harness","這篇論文主張，代理式 AI 的進步不只靠更大模型，而是要把記憶、路由、驗證與治理這層 harness 當成核心設計。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779776174055-l7xm.png","2026-05-26T06:15:28.19132+00:00",{"id":30,"slug":31,"title":32,"summary":33,"category":34,"image_url":35,"cover_image":35,"language":19,"created_at":36},"da56c0ed-1217-4c28-93ae-207f5fd783c8","spotify-ai-more-noise-less-discovery-zh","Spotify 把 AI 變噪音","我拆 Spotify 的 AI 路線，講它為什麼越加越亂，最後給你一個能直接拿去做 discovery-first 功能的模板。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779534376593-8oh0.png","2026-05-23T11:05:52.880663+00:00",{"id":38,"slug":39,"title":40,"summary":41,"category":42,"image_url":43,"cover_image":43,"language":19,"created_at":44},"7a3f3bda-097a-44f8-9266-3ccdaf7cc061","microsoft-ey-ai-pilots-to-production-zh","Microsoft 和 EY 把 AI Pilot 變上線","拆解 Microsoft 與 EY 的 AI 合作，整理成一套把 pilot 送進受控 production 的實戰模板。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779523596548-kgp6.png","2026-05-23T08:06:00.84922+00:00",{"id":46,"slug":47,"title":48,"summary":49,"category":42,"image_url":50,"cover_image":50,"language":19,"created_at":51},"fdc7083a-7543-46f4-91da-b5e0ee1620ed","microsoft-agentic-linux-open-source-summit-2026-zh","為什麼 Microsoft 的 agentic Linux 佈局比 AI de…","Microsoft 把安全、可互通的 Linux 基礎設施當成 agentic AI 的底座，這比任何炫目的 AI demo 都更接近未來的競爭核心。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779304435632-8qfz.png","2026-05-20T19:13:24.238961+00:00",{"id":53,"slug":54,"title":55,"summary":56,"category":34,"image_url":57,"cover_image":57,"language":19,"created_at":58},"1e852f64-41ab-476c-83a6-d0c8732f86b1","xurrent-q2-2026-ai-release-turns-itsm-into-agents-zh","Xurrent Q2 AI 讓 ITSM 變成代理","拆 Xurrent Q2 2026 AI 發佈怎麼把 Assist、Copilot、agent 分層塞進 ITSM，最後附可直接複製的 rollout 模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779140063861-o0jh.png","2026-05-18T21:33:56.788859+00:00",{"id":60,"slug":61,"title":62,"summary":63,"category":64,"image_url":65,"cover_image":65,"language":19,"created_at":66},"aa8faf3e-ecba-4c9f-9244-e7c7989ec590","agentic-ai-turns-autonomy-into-security-problem-zh","Agentic AI 讓自主變成資安題","拆 Forbes 的 agentic AI 觀點，順手給你一份可直接貼進設計文件的治理模板。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779139476987-tdp7.png","2026-05-18T21:24:04.692497+00:00",{"id":68,"slug":69,"title":70,"summary":71,"category":42,"image_url":72,"cover_image":72,"language":19,"created_at":73},"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":75,"slug":76,"title":77,"summary":78,"category":64,"image_url":79,"cover_image":79,"language":19,"created_at":80},"261fa342-f7bb-4330-a97a-a95f10ae3f94","why-rag-is-ending-for-agentic-ai-zh","為什麼 RAG 正在結束，agentic AI 需要的是編譯式知識層","RAG 不再適合作為 agentic AI 的預設架構，因為代理需要可重用、可驗證的編譯式知識層，而不是每一步都重新檢索原始文本。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778105450961-s3p1.png","2026-05-06T22:10:28.570639+00:00",{"id":82,"slug":83,"title":84,"summary":85,"category":64,"image_url":86,"cover_image":86,"language":19,"created_at":87},"7a9fa13f-1fbb-438f-bdc7-c47cc5cd1dae","agentic-ai-moving-past-rag-knowledge-layer-zh","Agentic AI 為何開始跳過 RAG","Agentic AI 正從 RAG 轉向預先編譯的知識層，重點是減少推理時重複讀資料、降 token 成本，讓多步驟代理更好控。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778055061154-hqfw.png","2026-05-06T08:10:37.387055+00:00",{"id":89,"slug":90,"title":91,"summary":92,"category":26,"image_url":93,"cover_image":93,"language":19,"created_at":94},"9562db1a-00f0-4ca3-9d16-836fb6f034b9","llm-biases-agentic-ai-systems-zh","代理式 LLM 偏誤風險浮現","這篇論文把焦點放在代理式 AI 的偏誤風險，特別是已用在購物、影音與導覽等消費場景的 transformer-based 系統。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778049057942-losc.png","2026-05-06T06:30:33.94764+00:00",{"id":96,"slug":97,"title":98,"summary":99,"category":42,"image_url":100,"cover_image":100,"language":19,"created_at":101},"343a707c-98b0-45e6-8c1b-5e64948c0705","alibaba-risc-v-ai-cpu-server-chips-zh","阿里巴巴 RISC-V AI CPU 進軍伺服器","阿里巴巴 DAMO 推出 64 位元 RISC-V CPU，最高 3.2 GHz、採 TSMC 5nm，瞄準 agentic AI 與伺服器推論，直接碰 Arm、x86 和 Nvidia 的地盤。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775197501811-3h4f.png","2026-04-03T06:24:43.084283+00:00",{"id":103,"slug":104,"title":105,"summary":106,"category":42,"image_url":107,"cover_image":107,"language":19,"created_at":108},"37387c34-abb5-4547-91d4-a89e3e519893","nvidia-says-agi-is-here-what-it-means-now-zh","NVIDIA 說 AGI 已到來，代表什麼","Jensen Huang 說 AGI 已經到來，但他的定義比多數研究者更窄。這篇拆解這句話對團隊預算、開發流程與企業自動化的實際影響。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775183092230-3udt.png","2026-04-03T02:24:33.17511+00:00",{"id":110,"slug":111,"title":112,"summary":113,"category":42,"image_url":114,"cover_image":114,"language":19,"created_at":115},"62300b06-a262-4e85-ba52-ef1e0da3e51f","openclaw-testing-china-ai-ambitions-zh","OpenClaw 正在測試中國 AI 野心","OpenClaw 在中國快速擴散，但資料外洩、誤刪檔案與外掛風險，正逼著監管單位出手。這場測試不只看 AI 能不能做事，也看中國能不能管住它。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775125830981-c5jb.png","2026-04-02T09:03:36.537384+00:00",{"id":117,"slug":118,"title":119,"summary":120,"category":64,"image_url":121,"cover_image":121,"language":19,"created_at":122},"73667438-2619-4c6a-8737-c9de0699e2c3","top-open-source-agentic-ai-frameworks-2026-zh","2026 最強 5 款開源 Agentic AI 框架","2,000 次測試顯示，LangGraph 最快、LangChain 最省 Token、AutoGen 最能扛錯、CrewAI 最耗資源。選框架前，先看你的失敗模式。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775093655940-wso1.png","2026-04-02T01:33:31.847537+00:00",{"id":124,"slug":125,"title":126,"summary":127,"category":64,"image_url":128,"cover_image":128,"language":19,"created_at":129},"caa29533-0d01-4db5-9571-a3a25c0f5495","openclaw-solo-builder-autonomous-agents-zh","OpenClaw：一人多代理的工作流","一位獨立開發者用 OpenClaw 在 homelab 跑 8 個 orchestrator 與 35 個 persona，把寫作、研究、維運拆成平行工作流。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775058259428-sjsg.png","2026-04-01T13:09:36.098233+00:00",{"id":131,"slug":132,"title":133,"summary":134,"category":34,"image_url":135,"cover_image":135,"language":19,"created_at":136},"e6f5e2d9-233e-4103-83e2-2c9e09883ec7","2026-ai-roadmap-repo-ml-agentic-ai-zh","2026 AI 路線圖：從 ML 到 Agent","一個只有 1 顆星的 GitHub repo，卻把 2026 年從 ML 基礎、GenAI 到 agentic AI 的學習路線排得很完整。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775199980318-nz4a.png","2026-04-01T09:33:31.750053+00:00",{"id":138,"slug":139,"title":140,"summary":141,"category":64,"image_url":142,"cover_image":143,"language":19,"created_at":144},"7379b422-576e-45df-ad5a-d57a0d9dd467","openai-plan-automated-ai-researcher-zh","OpenAI 想做自動化 AI 研究員","OpenAI 想在 9 月前做出自主研究實習生，2028 年再推多代理 AI 研究員，但 GPT-5 在科學任務上仍會出錯，落差很現實。",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774597771736-974v.png","2026-03-28T03:17:42.090548+00:00",{"id":146,"slug":147,"title":148,"summary":149,"category":42,"image_url":150,"cover_image":150,"language":19,"created_at":151},"ea6be18b-c903-4e54-97b7-5f7447a612e0","nvidia-gtc-2026-big-ai-announcements-zh","NVIDIA GTC 2026 重點拆解","NVIDIA 在 GTC 2026 一口氣端出 1,000 場 session、2,000 位講者，還把 AI 工廠、推論基礎設施、Agent 平台與實體 AI 全部綁成一套銷售方案。這場大會重點不是單一 GPU，而是從晶片到軟體的整包系統。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774516049779-pr7v.png","2026-03-26T07:14:26.62638+00:00"]