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AI-generated scientific images are entering the published literature, and visual inspection alone cannot reliably catch them. Proofig AI's AI-Generated Image Identification capability is built specifically...
Automated image integrity tools carry a clear ethical responsibility: to surface suspected issues for human review, not to deliver verdicts. Responsible tools must minimize false...
AI-generated text detectors and AI-generated image detectors solve fundamentally different problems. A manuscript can pass text-based AI screening and still contain fabricated figures. Tools that...
Most image integrity issues in submitted manuscripts are unintentional, arising from figure preparation errors, mislabeled panels, or mistakes introduced by collaborators during data handling. Journal...
Publishers can integrate AI image integrity tools into their editorial workflows in a COPE-aligned way by using them as a screening layer that surfaces suspected...
PubShield is an institutional manuscript quality assurance hub, a product distinct from Proofig AI, that consolidates multiple integrity checks into a single workflow. It brings...
AI is transforming how image integrity issues are detected in scientific research. Automated tools now screen for duplication, manipulation, AI-generated content, and plagiarism at a...
Proofig AI integrates with automated publishing systems, including through its partnership with Aries Systems, to run image integrity screening at the point of manuscript submission....
AI tools are entering scholarly submission and review workflows to handle quality checks at a scale that manual processes can no longer sustain. Image integrity...
Pre-submission image integrity screening with Proofig AI surfaces suspected duplications, manipulations, and other figure problems before they reach peer review. By catching potential issues early,...
Most universities already provide text-similarity checking through tools like iThenticate, but image integrity, covering figure duplication, manipulation, and AI-generated visuals, is typically absent from institutional...
Proofig AI strengthens the submission and review process by automatically screening scientific images for suspected duplication, manipulation, AI-generated content, and plagiarism before peer review begins....
Image integrity issues are a documented trigger for desk rejection at major journals, and many of these issues are unintentional, arising during figure preparation or...
The world of scientific research is evolving at an unprecedented pace. Every day, new tools and technologies emerge to address challenges in research, publication, and...