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New Detector Spots AI-Generated Work by Examining Ideas, Not Words

Summary by TechXplore
It's no secret that an ever-increasing number of scientists use AI to help with their papers. While tasks such as polishing text are generally permissible if declared, using the technology to write papers, or parts of papers, from scratch and passing them off as original work is not. But it's happening.

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Researchers at the University of Maryland have developed IdeaLens technology that analyzes the logical flow and idea structure of a text to determine whether the content was planned by AI. Moving away from existing style-based detection methods, it tracks the framework of the text and specializes in identifying AI ideas.

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Researchers have developed a new tool that, instead of examining words and sentences, examines the content of a text to determine whether its main ideas were put forward by a human or by artificial intelligence, a method that could help better identify scientific articles written with artificial intelligence.

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Science broke the news in Washington, United States on Monday, October 12, 2026.
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