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Navigating AI Disclosure Shifts: From Compliance to Fitness for Purpose

Home / Topics / Artificial Intelligence / Navigating AI Disclosure Shifts: From Compliance to Fitness for Purpose

March 25, 2026

Natalie K. Meyers
AI Researcher in Residence
Coalition for Networked Information/Association of Research Libraries 

Kari D. Weaver
Program Manager, Artificial Intelligence and Machine Learning and Learning, Teaching, and Instructional Design Librarian
Ontario Council of University Libraries (OCUL) and University of Waterloo

Emerging international frameworks for disclosing artificial intelligence (AI) use are impacting how scholarship, libraries, universities, and publishers approach transparency. This session introduces the AI Transparency Declaration, the AI Disclosure (AID) Framework, and the broader landscape of Enacting AI disclosure in scholarly publishing through brief project presentations  and an interactive conversation with the audience.

Sergio Santamarina (Librarian and Department Lead for Digital Information Management and Open Access, National University José Clemente Paz) will provide brief recorded comments and be available for questions via Zoom.

https://codeberg.org/ssantamarina/AI-Transparency-Declaration
https://crln.acrl.org/index.php/crlnews/article/view/26548/34482
https://openanthroresearch.org/index.php/oarr/preprint/view/435

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Filed Under: Artificial Intelligence, CNI Spring 2026 Project Briefing, Project Briefing Pages, Publishing, Scholarly Communication
Tagged With: cni2026spr, Project Briefings & Plenary Sessions

Last updated:  Wednesday, March 25th, 2026

 

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