People who use ChatGPT for writing are accurate detectors of AI text (2025)
A recent study reveals that individuals who frequently use ChatGPT for writing tasks are highly effective at detecting AI-generated text. The research involved annotators who analyzed 300 non-fiction articles, achieving a high accuracy rate in distinguishing between human and AI authorship. This finding suggests that experience with language models enhances the ability to identify AI-generated content, even in the face of sophisticated evasion tactics.
- ▪The study involved annotators reading and labeling 300 non-fiction articles as either human-written or AI-generated.
- ▪Annotators who frequently use LLMs misclassified only 1 out of 300 articles, outperforming many commercial detectors.
- ▪The experts relied on lexical clues and also assessed complex text phenomena like formality and clarity.
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Computer Science > Computation and Language arXiv:2501.15654 (cs) [Submitted on 26 Jan 2025 (v1), last revised 19 May 2025 (this version, v2)] Title:People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text Authors:Jenna Russell, Marzena Karpinska, Mohit Iyyer View a PDF of the paper titled People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text, by Jenna Russell and 2 other authors View PDF HTML (experimental) Abstract:In this paper, we study how well humans can detect text generated by commercial LLMs (GPT-4o, Claude, o1).
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