[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"topic-en-why-prompt-standards-matter-for-ai-work":3},{"cluster":4,"timeline":17},{"id":5,"slug":6,"title":7,"pinned":8,"status":9,"summary":10,"category":11,"language":12,"created_at":13,"merged_into":14,"article_count":15,"first_seen_at":13,"last_updated_at":16},"a2f9c703-fbc0-4db0-bc89-fbde1f5c8027","why-prompt-standards-matter-for-ai-work","Why Prompt Standards Matter for AI Work",false,"active","A new Springer chapter argues prompt engineering needs shared standards to cut token waste, reduce errors, and improve AI accountability.","research","en","2026-07-05T09:04:26.87517+00:00",null,2,"2026-07-06T00:40:00.034514+00:00",[18],{"id":19,"slug":20,"title":21,"summary":22,"category":11,"image_url":23,"cover_image":23,"published_at":24,"is_canonical_seed":8},"c49960e7-31c4-4734-9bc4-5aa5fdeb5b63","prompt-engineering-becoming-infrastructure-en","Prompt Engineering Is Becoming Infrastructure","Springer’s new chapter argues prompt engineering now needs ethics, governance, and domain expertise, not just clever wording.","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776742221209-noob.png","2026-04-21T00:15:43.091+00:00"]