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GPTZero uses qualities it terms perplexity and burstiness to attempt determining if a passage was written by a AI. [12] 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.
In November 2023, EarthWeb used Undetectable.ai alongside GPTZero to analyze celebrity apology statements. [14] [15] 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]
Generative pretraining (GP) was a long-established concept in machine learning applications. [16] [17] [18] 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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v. t. e. Generative Pre-trained Transformer 3 ( GPT-3) is a large language model released by OpenAI in 2020. Like its predecessor, GPT-2, it is a decoder-only [ 2] transformer model of deep neural network, which supersedes recurrence and convolution-based architectures with a technique known as "attention". [ 3]
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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.
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