[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"glossary-articles-tool-use-zh-TW":3},[4,20,34,48,62],{"id":5,"slug":6,"title":7,"summary":8,"source":9,"category":10,"image_url":11,"cover_image":11,"language":12,"views":13,"created_at":14,"published_at":15,"topic_cluster_id":16,"topic_clusters":17},"8d3f770c-adc7-454f-957f-8f98633729cf","llm-benchmarks-2026-pick-right-test-zh","LLM 基準別對職能，不再看單一分數","把 2026 LLM 基準分數翻成工作適配度，並附可直接複製的自訂評測模板。","datavlab.ai","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782620302423-aziz.png","zh",0,"2026-06-28T04:17:57.382761+00:00","2026-06-28T04:17:57.355+00:00","7aa69b8b-ff49-4d68-9e8b-f08e577b1239",{"slug":18,"title":19},"-llm-","為什麼 LLM 排行榜常常選錯模型品質",{"id":21,"slug":22,"title":23,"summary":24,"source":25,"category":26,"image_url":27,"cover_image":27,"language":12,"views":13,"created_at":28,"published_at":29,"topic_cluster_id":30,"topic_clusters":31},"7c4c30b3-b2a8-48a7-b2ea-96c40c16ae19","llm-fine-tuning-turns-generic-models-into-domain-tools-zh","LLM 微調把通用模型變專用工具","我把企業 LLM 微調拆成一套可直接抄的流程：先判斷該不該微調，再做資料清理、模型選擇、評估與上線。","aimultiple.com","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782569910494-nhtn.png","2026-06-27T14:17:56.614064+00:00","2026-06-27T14:17:56.595+00:00","0c35a120-52fc-41fc-afa3-d404eb934158",{"slug":32,"title":33},"longmemeval-v2-agent-","LongMemEval-V2：測 agent 長期記憶",{"id":35,"slug":36,"title":37,"summary":38,"source":39,"category":40,"image_url":41,"cover_image":41,"language":12,"views":13,"created_at":42,"published_at":43,"topic_cluster_id":44,"topic_clusters":45},"1f01e408-91a8-4d9b-839d-57e751bd646f","glm-52-beats-gpt-55-coding-benchmarks-zh","GLM-5.2 用更低成本打贏 GPT-5.5","Z.ai 的 GLM-5.2 在多項 coding benchmark 上贏過 GPT-5.5，還主打只有約 1\u002F6 成本。這篇整理分數、成本、開放權重優勢，看看它對 coding agent 市場的壓力有多大。","venturebeat.com","model-release","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782564470376-xtcx.png","2026-06-27T12:47:27.330349+00:00","2026-06-27T12:47:27.321+00:00","0ccb5d2e-69f1-4354-a3e0-cb370221cd95",{"slug":46,"title":47},"-xiaomi-mimo-v25-pro-coding-","為什麼 Xiaomi 的 MiMo-V2.5-Pro 改變的是 Coding …",{"id":49,"slug":50,"title":51,"summary":52,"source":53,"category":54,"image_url":55,"cover_image":55,"language":12,"views":13,"created_at":56,"published_at":57,"topic_cluster_id":58,"topic_clusters":59},"e1195f1f-e00e-4172-82e2-495772599d93","extracted-prompts-turn-model-behavior-into-a-map-zh","抽出提示詞把模型行為變地圖","拆解抽出系統提示詞的實用讀法，附可直接複製的模板，幫你把模型行為當成可檢查的規格。","zhuanlan.zhihu.com","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782529389449-k81x.png","2026-06-27T03:02:47.173746+00:00","2026-06-27T03:02:47.167+00:00","e3b68196-9e64-4c18-a3b6-a73e73bfb367",{"slug":60,"title":61},"-temporal-rag","如何在正式環境加入 Temporal RAG",{"id":63,"slug":64,"title":65,"summary":66,"source":67,"category":10,"image_url":68,"cover_image":68,"language":12,"views":13,"created_at":69,"published_at":70,"topic_cluster_id":71,"topic_clusters":72},"b83ef891-1bb8-4772-99c0-5e23e273b26a","mythos-access-runs-through-washington-zh","Mythos 讓模型先過華府再上線","我把這篇拆成一個實戰模板：當 frontier model 的可用性被政府審批卡住時，產品、合規和 rollout 要怎麼重寫。","www.semafor.com","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782526689575-5qwa.png","2026-06-27T02:17:45.806919+00:00","2026-06-27T02:17:45.797+00:00","caa87b65-9bbc-46fe-bba8-4f4158dd2d8b",{"slug":73,"title":74},"-rust-ai-","為什麼 Rust 會成為 AI 的未來語言"]