[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"glossary-articles-multimodal-zh-TW":3},[4,20,34,47,59],{"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},"e742fc73-5a65-4db3-ad17-88c99262ceb7","why-openai-api-pricing-is-product-strategy-zh","為什麼 OpenAI API 定價是產品策略，不是註腳","OpenAI API 定價不是帳單附註，而是產品策略；它直接決定你能做什麼、怎麼做、以及能不能賺錢地做下去。","openai.com","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778749859485-chvz.png","zh",1,"2026-05-14T09:10:26.003818+00:00","2026-05-14T09:10:25.936+00:00","c3c88dd2-a940-438a-b359-0e5a24562273",{"slug":18,"title":19},"-ibm-bob-ai-","為什麼 IBM 的 Bob 才是對的 AI 寫碼助手",{"id":21,"slug":22,"title":23,"summary":24,"source":25,"category":26,"image_url":27,"cover_image":27,"language":12,"views":28,"created_at":29,"published_at":30,"topic_cluster_id":31,"topic_clusters":32},"4ec33fdf-1546-47f3-a8d3-fc76bf95279a","anthropic-adds-12-claude-tools-for-legal-work-zh","Anthropic 推出 12 個 Claude 法務工具","Anthropic 為 Claude 加入 12 個法務工具，鎖定律師、法學院學生與法律工作流程，主打研究、起草與審閱。","www.bloomberg.com","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778663451094-qod5.png",0,"2026-05-13T09:10:30.73656+00:00","2026-05-13T09:10:30.699+00:00","29fa8a72-a8a8-473e-975c-3991ae762f60",{"slug":33,"title":23},"anthropic-12-claude-",{"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},"7a3313f6-54dd-4313-bff3-ea9ba4eb31d4","pion-spectrum-preserving-optimizer-llms-zh","Pion 用正交變換鎖住權重譜","Pion 是一種新的 LLM 優化器，改用左右正交變換更新權重，盡量保留奇異值不變。這篇論文主打的是訓練時維持矩陣譜結構，而不是只追求一般的加法式梯度更新。","arxiv.org","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778653862621-6bth.png","2026-05-13T06:30:29.035095+00:00","2026-05-13T06:30:28.958+00:00","a3d63458-3418-4405-881d-35f17d0280f4",{"slug":46,"title":37},"pion-",{"id":48,"slug":49,"title":50,"summary":51,"source":39,"category":40,"image_url":52,"cover_image":52,"language":12,"views":53,"created_at":54,"published_at":55,"topic_cluster_id":56,"topic_clusters":57},"cec2d028-df49-4444-a0e2-e857109414bf","longmemeval-v2-agent-memory-web-workflows-zh","LongMemEval-V2：測 agent 長期記憶","LongMemEval-V2 用 451 題測試 agent 能否記住 Web 環境經驗，而不只是使用者歷史；結果顯示以 coding agent 蒐證的記憶法準確率最高，但延遲也更高。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778653249376-2wo2.png",2,"2026-05-13T06:20:29.320872+00:00","2026-05-13T06:20:29.298+00:00","0c35a120-52fc-41fc-afa3-d404eb934158",{"slug":58,"title":50},"longmemeval-v2-agent-",{"id":60,"slug":61,"title":62,"summary":63,"source":39,"category":40,"image_url":64,"cover_image":64,"language":12,"views":28,"created_at":65,"published_at":66,"topic_cluster_id":67,"topic_clusters":67},"978080ac-12c3-491c-808b-1920bf107fcd","alphagrpo-self-reflective-multimodal-generation-zh","AlphaGRPO 讓多模態模型學會自我修正","AlphaGRPO 把可驗證、可拆解的獎勵訊號加進多模態模型訓練，讓模型能推理、修正輸出，並在不靠 cold-start 的情況下提升生成表現。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778652662823-p0k7.png","2026-05-13T06:10:34.396837+00:00","2026-05-13T06:10:34.376+00:00",null]