[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"trend-detail-agentic-zh-TW":3},{"keyword":4,"slug":4,"score":5,"change":6,"peakScore":5,"history":7,"relatedTrends":8,"relatedArticles":32},"agentic",500,0,[5],[9,13,17,21,25,28],{"keyword":10,"slug":11,"score":12},"Anthropic","anthropic",10000,{"keyword":14,"slug":15,"score":16},"OpenAI","openai",9136,{"keyword":18,"slug":19,"score":20},"Cloudflare","cloudflare",3739,{"keyword":22,"slug":23,"score":24},"Claude Code","claude-code",3091,{"keyword":26,"slug":27,"score":24},"OpenClaw","openclaw",{"keyword":29,"slug":30,"score":31},"RISC-V","risc-v",2875,[33,42,51,58,66,74],{"id":34,"slug":35,"title":36,"summary":37,"source":38,"category":39,"cover_image":40,"image_url":40,"created_at":41},"ff17d0f0-f249-41e3-b62e-658282631451","persistent-state-ai-agents-attack-surface-zh","持久狀態 AI 代理的新攻擊面","這篇論文證明，能跨 PR 持續工作的 AI coding agent 可以把攻擊拆散到多次提交，讓傳統 diff 監控更難抓到。","arxiv.org","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783058580349-ldhu.png","2026-07-03T06:02:30.282788+00:00",{"id":43,"slug":44,"title":45,"summary":46,"source":47,"category":48,"cover_image":49,"image_url":49,"created_at":50},"999dd712-97a7-481b-b52d-9108588b3265","open-source-ai-coding-agents-paid-tools-zh","8 款開源寫碼代理，能取代付費工具","8 款開源寫碼代理分成 BYOK 與本地部署，附比較表與實測線索，幫你按隱私、成本和工作流挑選。","aimultiple.com","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1783038782569-21e8.png","2026-07-03T00:32:28.759021+00:00",{"id":52,"slug":53,"title":54,"summary":55,"source":38,"category":39,"cover_image":56,"image_url":56,"created_at":57},"5b59165e-18fd-4c10-afa4-1307e39a11f0","one-transformer-layer-can-carry-rl-gains-zh","單層 Transformer 也能扛住 RL 增益","這篇研究指出，強化學習後訓練的主要增益，可能集中在 Transformer 少數層，甚至只訓練一層就能拿回大部分效果。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782973979895-px83.png","2026-07-02T06:32:29.183313+00:00",{"id":59,"slug":60,"title":61,"summary":62,"source":63,"category":48,"cover_image":64,"image_url":64,"created_at":65},"c5fe434d-9cba-42fd-9bb4-88b7a7f53716","ai-capex-turns-into-a-debt-trap-zh","AI capex 變成債務陷阱","我拆 Ed Zitron 對 AI capex 的論點：錢一直燒，收入卻不夠撐，最後可能變成債務陷阱。","www.wheresyoured.at","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782944290692-mnwv.png","2026-07-01T22:17:42.20669+00:00",{"id":67,"slug":68,"title":69,"summary":70,"source":71,"category":48,"cover_image":72,"image_url":72,"created_at":73},"a0b99632-c8ec-4590-8549-4f9cbbb48b88","microsoft-build-2026-securing-code-agents-models-zh","Microsoft Build 2026：先管住 AI 再談加速","Microsoft 在 Build 2026 把安全往前推，從程式碼、agents 到模型都加上治理與偵測。MDASH、Agent 365、Defender 與 GitHub 的整合，重點是把可利用漏洞、權限與資料風險一起管起來。","www.microsoft.com","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782903772745-9sqj.png","2026-07-01T11:02:29.280907+00:00",{"id":75,"slug":76,"title":77,"summary":78,"source":79,"category":80,"cover_image":81,"image_url":81,"created_at":82},"924df2d6-ded9-4b0d-853d-90858b911201","dow-agent-network-military-ai-right-move-zh","DOW 的 Agent Network 走對了：軍事 AI 需要的是協作網路，…","DOW 的 Agent Network 是把軍事 AI 從展示型模型推進到可用作戰流程的正確一步，因為真正有價值的是協作、編排與可追溯的決策鏈。","www.war.gov","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782901965016-i5pk.png","2026-07-01T10:32:19.48778+00:00"]