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Universities Withdraw Preprints and Probe Hidden AI Prompt Manipulation

Publishers are adopting AI-scrubbing software to safeguard peer review integrity following revelations of invisible prompt manipulation.

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Overview

  • Researchers embedded invisible instructions in manuscripts—white text or tiny fonts—that can be parsed by AI review systems to bias them toward positive evaluations.
  • Nikkei Asia and Nature investigations uncovered at least 17–18 preprints across institutions in eight to 11 countries using ‘prompt injection’ to game AI-based peer review.
  • Stevens Institute of Technology and Dalhousie University have ordered the removal of implicated papers from circulation and launched institutional investigations.
  • While some authors have withdrawn their work and apologized, others defend hidden prompting as a response to perceived AI-driven reviewer shortcuts.
  • Publishers and research organizations are deploying AI-detection tools and crafting new ethical guidelines to reinforce the integrity of peer review.