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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.
The researchers also conducted a small qualitative analysis "to better understand the motivations for using LLMs to create Wikipedia pages", by manually inspecting the edit histories of a smaller subset, namely "the 45 English articles flagged as AI-generated by both GPTZero and Binoculars" (corresponding to 1.5% of those 2,909), and looking at ...
There is free software on the market capable of recognizing text generated by generative artificial intelligence (such as GPTZero), as well as images, audio or video coming from it. [99] Potential mitigation strategies for detecting generative AI content include digital watermarking , content authentication , information retrieval , and machine ...
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Generative pretraining (GP) was a long-established concept in machine learning applications. [16] [17] It was originally used as a form of semi-supervised learning, as the model is trained first on an unlabelled dataset (pretraining step) by learning to generate datapoints in the dataset, and then it is trained to classify a labelled dataset.
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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.
On July 25, 2024, SearchGPT was first introduced as a prototype in a limited release to 10,000 test users. [3] This search feature positioned OpenAI as a direct competitor to major search engines, notably Google, Perplexity AI and Bing.