Policy & Ethicsgenerative aicontent moderationacademic publishingfraud
Generative AI Overwhelms Institutional Submission Systems
7.1
In 2023 and beyond, the article documents how generative AI has flooded submissions and communications across domains, citing Clarkesworld's 2023 pause on story submissions as an exemplar. It details defensive responses—closing submissions, using AI for moderation or triage—and analyzes resulting arms races that raise fraud, capacity, and integrity concerns for journals, courts, media, hiring, and governance. The piece urges embracing assistive AI with disclosure and safeguards.
Key Points
- 1Documents increasing volumes of AI-generated submissions across journals, courts, media, and hiring since 2023
- 2Explains adversarial arms races as institutions use AI defensively, raising fraud and capacity concerns
- 3Advises embracing assistive AI with disclosure and boundaries to preserve access while limiting fraud
Scoring Rationale
Broad, timely synthesis of systemic AI impacts, but largely opinionated analysis with limited empirical evidence.
Sources
Public references used for this report.
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