[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-llm-generalization":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"f62f40e4-a9e5-471e-90f6-88b8dd303708","LLM generalization","llm-generalization",1,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"443c85ce-62b3-4336-ad93-7a8a1538d271","llm-generalization-shortest-path-scale-en","Why LLMs Generalize on Maps but Fail on Scale","A synthetic shortest-path setup shows LLMs transfer across maps, but break when problems get longer because recursive reasoning gets unstable.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776406022431-jsmd.png","en","2026-04-17T06:06:34.142981+00:00"]