Diagram comparing two paths to judgment. On the left, without AI mediation: Reviewer → Manuscript → Judgment, described as a clear epistemic path grounded in the evidence. On the right, with AI mediation: Reviewer → AI interpretation → First impression → Manuscript → Judgment, illustrating a mediated epistemic path in which judgment is shaped before direct engagement with the evidence. A side panel titled "Why This Matters" lists four effects: shifts attention, frames expectations, filters evidence, and shapes judgment. The figure concludes that the risk is not that AI is wrong, but that it mediates the relationship between scholars and the evidence.

David Crotty

David Crotty

David Crotty is the Executive Director of Cold Spring Harbor Laboratory Press. Founded in 1933, CSHL Press is an internationally renowned publisher of books, journals, and electronic media, and is a division of Cold Spring Harbor Laboratory, an innovator in life science research and the education of scientists, students, and the public. Previously, David was a Senior Consultant at Clarke & Esposito, a boutique management consulting firm focused on strategic issues related to professional and academic publishing and information services. David was the Editorial Director, Journals Policy for Oxford University Press. He oversaw journal policy across OUP’s journals program, drove technological innovation, and served as an information officer. David acquired and managed a suite of research society-owned journals with OUP, and before that was the Executive Editor for Cold Spring Harbor Laboratory Press, where he created and edited new science books and journals, along with serving as a journal Editor-in-Chief. He has served on the Board of Directors for the STM Association, the Society for Scholarly Publishing and CHOR, Inc., as well as The AAP-PSP Executive Council. David received his PhD in Genetics from Columbia University and did developmental neuroscience research at Caltech before moving from the bench to publishing.

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