[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-shortest-path":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"d89fc6cf-72b2-48df-97a9-145347cd76f6","shortest path","shortest-path",2,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"46ad5553-2eab-41b1-8602-82bf7fb94933","llm-generalization-shortest-path-scale-zh","LLM 會看地圖，卻撐不住長度","這篇合成最短路徑研究把「會換地圖」和「能拉長題目」拆開看，結果發現 LLM 能跨地圖泛化，卻在長度變長時因遞迴推理不穩而失手。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776406013309-pvmm.png","zh","2026-04-17T06:06:33.258278+00:00"]