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Multiple AI detection tools have been demonstrated to be unreliable in terms of accurately and comprehensively detecting AI-generated text. In a study conducted by Weber-Wulff et al., and published in 2023, researchers evaluated 14 detection tools including Turnitin and GPT Zero, and found that "all scored below 80% of accuracy and only 5 over 70%."
Artificial intelligence detection software – Software to detect AI-generated content; Category:Plagiarism detectors; Comparison of anti-plagiarism software; Locality-sensitive hashing – Algorithmic technique using hashing; Nearest neighbor search – Optimization problem in computer science
Turnitin (stylized as turnitin) is an Internet-based similarity detection service run by the American company Turnitin, LLC, a subsidiary of Advance Publications. Founded in 1998, it sells its licenses to universities and high schools who then use the software as a service (SaaS) website to check submitted documents against its database and the ...
GPTZero uses qualities it terms perplexity and burstiness to attempt determining if a passage was written by a AI. [14] According to the company, perplexity is how random the text in the sentence is, and whether the way the sentence is constructed is unusual or "surprising" for the application.
Other times, the AI gets confused and will write about a hotel instead of a nearby village. Automatic AI detectors like GPTZero are unreliable and should only ever be used with caution. Given the high rate of false positives, deleting or tagging content purely because it was flagged by an automatic AI detector is not acceptable.
Some companies have responded to the influx of ChatGPT and generative AI among students by developing detection software which flags down essays likely written by AI. Among the first companies to develop solutions like this was Turnitin, which developed a tool to detect AI-based academic dishonesty. A corporate blog post from the company stated ...
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