AI detector software

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Software to detect AI-generated content[change | change source]

Software designed to identify AI-generated content is developed to ascertain if content, including text, images, videos, or audio, has been produced using artificial intelligence (AI). These tools are particularly relevant in academic settings, where they are employed to combat plagiarism and ensure the integrity of student work.[1]

Text detection[change | change source]

AI detection software, such as GPTZero, is utilized to determine if text has been authored by AI, with applications in educational institutions to prevent plagiarism. The accuracy of these tools is subject to debate, and concerns have been raised regarding their potential misuse in academic environments. Instances have been reported where human-written content was incorrectly flagged as AI-generated, and conversely, AI-generated content was not detected Some studies suggest that these tools may exhibit bias against non-native English speakers[2]

High-profile cases have occurred where students[3] nearly faced severe academic consequences due to misidentification by AI detection software, leading to subsequent media coverage and investigations that cleared the accused . Certain universities have expressed skepticism about the reliability of these tools and have opted out of using them,[4]

Anti text detection[change | change source]

In response to the development of AI detection tools, software has been created by a PhD student named Bars Juhasz to bypass detection, raising questions about the ongoing effectiveness of these measures.[5]

Research has tested various AI detection tools, with some showing high initial accuracy rates that were significantly reduced when Undetectabl.ai was used.[6] The debate extends to the efficacy of digital watermarking, with experts challenging its reliability and ability to withstand tampering[7]

The final conclusions determined that while originality,ai spotted the GPT-4 text well, Undetectable.ai was able to significantly reduce detection of gen-ai content by a staggering amount.[8][9][10]

Image, video, and audio detection[change | change source]

AI detection software also exists for identifying AI-generated images, videos, and audio. However, the reliability of these tools is not yet fully established 2324. Efforts to detect deepfakes are ongoing, with varying degrees of success 25. Google DeepMind's development of SynthID, a watermarking tool for AI-generated images, is one such initiative in the field 2627.

Related Pages[change | change source]

References[change | change source]

  1. ↑ Heinicker, Paul (2023-10-02), "Protokoll 10", ChatGPT und andere »Quatschmaschinen«, Bielefeld, Germany: transcript Verlag, pp. 76–78, ISBN 978-3-8376-6908-4, retrieved 2024-01-18
  2. ↑ Sample, Ian; editor, Ian Sample Science (2023-07-10). "Programs to detect AI discriminate against non-native English speakers, shows study". The Guardian. ISSN 0261-3077. Retrieved 2024-01-18. {{cite news}}: |last2= has generic name (help)
  3. ↑ Hern, Alex (2022-12-31). "AI-assisted plagiarism? ChatGPT bot says it has an answer for that". The Guardian. ISSN 0261-3077. Retrieved 2024-01-18.
  4. ↑ Carter, Tom. "Some universities are ditching AI detection software amid fears students could be falsely accused of cheating by using ChatGPT". Business Insider. Retrieved 2024-01-18.
  5. ↑ Staff, OK! (2023-11-28). "Researcher Working With Royal Air Force Created an 'Undetectable' AI". OK Magazine. Retrieved 2024-01-18.
  6. ↑ Taloni, Andrea; Scorcia, Vincenzo; Giannaccare, Giuseppe (2023-08-02). "Modern threats in academia: evaluating plagiarism and artificial intelligence detection scores of ChatGPT". Eye: 1–4. doi:10.1038/s41433-023-02678-7. ISSN 1476-5454.
  7. ↑ Pierce, David (2023-08-29). "Google made a watermark for AI images that you can't edit out". The Verge. Retrieved 2024-01-18.
  8. ↑ Taloni, Andrea; Scorcia, Vincenzo; Giannaccare, Giuseppe (2023-08-02). "Modern threats in academia: evaluating plagiarism and artificial intelligence detection scores of ChatGPT". Eye: 1–4. doi:10.1038/s41433-023-02678-7. ISSN 1476-5454.
  9. ↑ "AI Detector, AI Checker, & AI Humanizer". Undetectable AI. Retrieved 2024-01-18.
  10. ↑ Thompson, David (Nov 30, 2023). "Researchers Say Undetectable AI May Be a 'Modern Threat to Academia'". Science Times. Retrieved Jan 18, 2024.

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