[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-llm-cost":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"3a61d634-4d3b-4e7d-a8ff-863044540ac6","LLM cost","llm-cost",2,null,[11,20],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"b2725e14-d169-4ef3-9b57-0cc23a7e9338","ai-agents-token-spending-coding-tasks-zh","AI 代理寫程式：token 比 chat 多燒 1000 倍","這篇研究看 SWE-bench Verified 上的代理式寫程式，發現 token 花費可比一般 code chat 高出 1000 倍，且多半是 input 在燒錢，成本還很難預測。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1777270011749-e4p3.png","zh","2026-04-27T06:06:37.206415+00:00",{"id":21,"slug":22,"title":23,"summary":24,"category":16,"image_url":25,"cover_image":25,"language":18,"created_at":26},"ffa8459f-678e-40b9-a513-dee6b02800bc","arc-prize-leaderboard-cost-performance-zh","ARC 排行榜把成本攤開來看","ARC Prize 排行榜把成本和分數放在同一張圖上，ARC-AGI-3 也把任務拉進互動環境。這篇看它怎麼逼 AI 團隊正視算力、Token 和實際可部署性。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775143855363-h1lx.png","2026-04-02T15:30:39.292235+00:00"]