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5 results tagged #humanizer · clear

Standard Operating Procedure for Research Labs: Protecting Multi-Author Manuscripts from Semantic Drift and Unattributed AI Edits
Academic Integrity

Standard Operating Procedure for Research Labs: Protecting Multi-Author Manuscripts from Semantic Drift and Unattributed AI Edits

A multi-author manuscript can lose integrity long before it reaches a journal, since responsibility is distributed while accountability remains shared. This SOP gives corresponding authors, PIs, postdocs, and doctoral candidates a practical system: assign an owner to every claim, log AI-assisted edits, run DOI-grounded source review, and archive a highlighted PDF audit report before submission.