[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"topic-zh-transformer-":3},{"cluster":4,"timeline":16},{"id":5,"slug":6,"title":7,"pinned":8,"status":9,"summary":10,"category":11,"language":12,"created_at":13,"merged_into":14,"article_count":15,"first_seen_at":13,"last_updated_at":13},"565960e9-9e4e-491c-9cae-ddcdcaeac7c6","transformer-","Transformer 推理可落在低維流形",false,"active","這篇論文把 Transformer 的歸納推理，從難以直看的參數空間，拉回到可解釋的低維不變流形。","research","zh","2026-07-14T07:02:36.360167+00:00",null,1,[17],{"id":18,"slug":19,"title":7,"summary":10,"category":11,"image_url":20,"cover_image":20,"published_at":21,"is_canonical_seed":22},"e81d26c6-780b-4688-b8da-464af45f209c","low-dimensional-theory-transformer-reasoning-zh","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1784012582530-83yn.png","2026-07-14T07:02:35.34+00:00",true]