[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-shannon-theory":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"4aa99113-f8a8-4479-8cd4-db2308025c42","Shannon theory","shannon-theory",0,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"68b3843b-ea46-49f5-9c1c-7364193d5dc3","shannon-scaling-law-llm-overtraining-en","Shannon Scaling Law explains LLM overtraining","A Shannon-based scaling law explains why LLMs can get worse as compute rises under noise.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779689763312-ksv4.png","en","2026-05-25T06:15:32.249486+00:00"]