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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.
Artificial intelligence detection software aims to determine whether some content (text, image, video or audio) was generated using artificial intelligence (AI). However, the reliability of such software is a topic of debate, [ 1 ] and there are concerns about the potential misapplication of AI detection software by educators.
Copyleaks is a plagiarism detection platform that uses artificial intelligence (AI) to identify similar and identical content across various formats. [1] [2]Copyleaks was founded in 2015 by Alon Yamin and Yehonatan Bitton, software developers working with text analysis, AI, machine learning, and other cutting-edge technologies.
[9] [10] This has happened when students use the grammar-correcting software Grammarly, which is recommended for student use by many schools. [11] [12] [13] Turnitin says that they believe about 1% of the papers they flag as AI-written were actually written by humans, and that a much higher rate is generated by AI but not flagged. [6] [14]
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It does not pick up poorly paraphrased work, for example, or the practice of plagiarizing by use of sufficient word substitutions to elude detection software, which is known as rogeting. It also cannot evaluate whether the paraphrase genuinely reflects an original understanding or is an attempt to bypass detection.
The emergence of large language models (LLMs) such as GPT-3 and ChatGPT raised global discussion about the impact of artificial intelligence on writing and plagiarism. One such innovation is the GPT-2 model, which is capable of generating coherent paragraphs and achieving high scores on various language modeling assessments.
In January 2024, SourceFed announced plans to use Undetectable.ai for AI content detection. [16] A January 2024 report listed Undetectable AI as the 35th most visited AI software in 2023 out of 150 analyzed. [17] In February 2025, Journalist David Gewirtz tested Undetectable AI's content detector to see if it could accurately identify AI ...