Guest Post - Enabling Trustable, Transparent, and Efficient Submission and Review in an Era of Digital Transformation - The Scholarly Kitchen

"As the Open Science movement produces increasingly complex scientific analyses and rich research outputs that include not only articles but also data, models, physical samples, software, media, and more, those outputs also need to meet the FAIR criteria (findable, accessible, interoperable, and reusable). Developing shared storehouses for data, submissions, and images — a direction that STM publishers are heading in — could be key to making AI tools better trained, and thus more useful, allowing detection of integrity issues such as duplication and image manipulation across, as well as within, publications...."