[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-budget-optimization":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"e3b4e083-4d15-4cff-9d8e-2a195a71a4cf","budget optimization","budget-optimization",1,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"7cebbb83-795e-4b40-9878-51bca1a56c08","active-experiment-selection-cheaper-scaling-laws-en","Active Experiment Selection for Cheaper Scaling Laws","A budget-aware method picks the most useful pilot runs for scaling-law fitting, often matching full-data fits with about 10% of the training budget.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1777269835045-1xgt.png","en","2026-04-27T06:03:37.175368+00:00"]