[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-hdpo":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"45b9cdb6-1852-421f-8cc4-6100d0e11b83","HDPO","hdpo",2,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"5e4f3620-9a8e-4185-84d2-fa8ef42fc058","act-wisely-tool-use-agentic-multimodal-models-zh","教代理何時別叫工具","HDPO 把「答對」和「少叫工具」分開訓練，想修正多模態代理的盲目工具使用。摘要稱它能大幅減少呼叫次數，同時提升推理正確率。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775801029065-5n2l.png","zh","2026-04-10T06:03:34.31315+00:00"]