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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.
Figure 1 from the paper: "Using two tools, GPTZero and Binoculars, we detect that as many as 5% of 2,909 English Wikipedia articles created in August 2024 contain significant AI-generated content. The classification thresholds of both tools were calibrated to maintain a FPR of no more than 1% on a pre GPT-3.5 Wikipedia baseline, as indicated by ...
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.
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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 ...
DALL-E illustration of someone using ChatGPT to write a Wikipedia unblock request. Many users use large language models like ChatGPT in writing unblock requests. This is not inherently a sign of bad faith: People in a novel situation, especially non-fluent English speakers, often turn to LLMs to help them.
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In November 2023, EarthWeb used Undetectable.ai alongside GPTZero to analyze celebrity apology statements. [17] [18] In January 2024, SourceFed announced plans to use Undetectable.ai for AI content detection. [19] A January 2024 report listed Undetectable AI as the 35th most visited AI software in 2023 out of 150 analyzed. [20]