[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-ai-standards":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"4ca5745c-c502-45c3-9966-fc52bc56a28f","AI standards","ai-standards",1,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"5778c6bd-85d5-43c1-8890-63915282a13c","why-prompt-standards-matter-for-ai-work-en","Why Prompt Standards Matter for AI Work","A new Springer chapter argues prompt engineering needs shared standards to cut token waste, reduce errors, and improve AI accountability.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776738629881-rshf.png","en","2026-04-21T00:12:39.178187+00:00"]