[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-hidden-representations":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"f66153d5-dab2-4f98-b327-0c4463b02472","hidden representations","hidden-representations",0,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"f07807ac-d51e-413e-a08a-42b6045d1e90","llms-implicit-grammar-representations-zh","LLM 學到文法了嗎？","這篇研究用線性 probe 讀取語言模型隱藏層，發現模型對「文法正確性」有獨立於字串機率的訊號，但在語意合理性上仍不如 likelihood。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778135468005-hzub.png","zh","2026-05-07T06:30:33.906328+00:00"]