[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-meta-cognition":3},{"tag":4,"articles":9},{"id":5,"name":6,"slug":6,"article_count":7,"description_zh":8,"description_en":8},"e0f20ba6-0a74-4ae4-b8a6-b85bba10628f","meta-cognition",1,null,[10],{"id":11,"slug":12,"title":13,"summary":14,"category":15,"image_url":16,"cover_image":16,"language":17,"created_at":18},"3cefc37f-e116-4597-a5cb-55bfb3fc4aa4","act-wisely-tool-use-agentic-multimodal-models-en","Act Wisely: Teaching Agents When Not to Call Tools","A new training scheme, HDPO, aims to cut blind tool use in multimodal agents by separating accuracy from tool efficiency.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775801032138-7jih.png","en","2026-04-10T06:03:34.728615+00:00"]