Ghost in the Manuscript: Integrity, Authorship, and Artificial Intelligence in the Academy

As generative artificial intelligence (AI) becomes increasingly embedded in scholarly writing, the academy faces a pivotal ethical challenge: how to distinguish support from substitution and collaboration from concealment. This essay argues that authorship must remain a marker of intellectual labor and epistemic accountability, even as AI tools reshape the mechanics of composition. Drawing on recent scholarship and pedagogical frameworks, it calls for principled clarity in institutional policy, editorial standards, and instructional practice. The metaphor of the “ghost in the manuscript” anchors a broader critique of silent AI participation, urging scholars to name, disclose, and interrogate algorithmic influence. Without such traceability, the scholarly record risks mistaking fluency for insight and polish for rigor. If we fail to act, we may preserve the manuscript’s surface while allowing the author to vanish.