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AI Content Detectors: Difference between revisions
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{{see also|Guides|Artificial intelligence applications}} | {{see also|Guides|Artificial intelligence applications}} | ||
==Originality.ai== | |||
Originality.ai is a top AI content detection tool that offers both AI and plagiarism detection in one platform. Its dashboard provides highly accurate results, making it a preferred choice among AI content detection tools. | |||
===Features=== | |||
*AI detection: Originality.ai detects AI-generated texts from various AI text generation models, such as GPT-3, GPT-3.5 (DaVinci-003), and ChatGPT, with an accuracy rate of approximately 94%. | |||
*Plagiarism detection: The tool scans for plagiarism and AI concurrently, highlighting any plagiarized content. | |||
*URL scanning: Users can add multiple URLs or domains as projects within the Originality.ai dashboard, avoiding manual copy and paste tasks. | |||
*Team collaboration: Originality.ai allows adding multiple team members to an account for easy resource sharing and access to previous scanning results. | |||
*Chrome extension: The Originality.ai Chrome extension enables users to scan for AI-generated texts without visiting the platform's dashboard. | |||
*Simultaneous plagiarism scanning and domain scanning are key advantages, while occasional misidentification of AI-generated text as human-written and slightly higher pricing compared to some free AI detection tools are drawbacks. | |||
===Pricing=== | |||
Originality.ai adopts a pay-as-you-go pricing model at $0.01 per credit, with each credit able to scan up to 100 words. Users can monitor their credit balance in real-time and enable auto-renewal from the dashboard. The minimum purchase is $20 for 2,000 credits. | |||
==Hugging Face== | |||
Hugging Face is a well-known NLP platform that offers various models for tasks like text classification, named entity recognition, and language generation. It uses AI content detection tools to evaluate content authenticity and the probability of AI involvement. | |||
===Features=== | |||
*GPT-2 output detector: Hugging Face employs the GPT-2 model to identify specific patterns and language structures, determining if GPT-2 generated the text. | |||
*Enhanced NLP performance with RoBERTa: The tool is built on the widely used Transformers library and incorporates the RoBERTa model, which trains on large datasets for improved NLP performance. | |||
*Customized fine-tuning for better results: Users can fine-tune the pre-trained model on their data, leading to higher accuracy and improved outcomes for specific scenarios. | |||
*Hugging Face is free, user-friendly, and offers straightforward distinction between real and fake text. However, it has a lengthy waiting time for analyzing large text blocks, limited reliability, and lacks plagiarism scanning features. | |||
===Pricing=== | |||
Hugging Face is an open-source project available for free. | |||
==Gltr.io== | |||
Gltr.io is a tool aimed at identifying AI-generated text by comparing text patterns to a dataset of human-written text, assigning a score based on the likelihood of human or AI authorship. | |||
===Features=== | |||
*Simplified AI detection: Gltr.io leverages OpenAI's GPT-2 117M language model for easy identification of AI-generated text. | |||
*Visual Language Analysis: The tool's visual forensic feature presents language patterns in a colorful, easily understood format, enabling users to quickly determine the patterns' relative dominance. | |||
*In-Depth Text Breakdown: Gltr.io's histogram function provides a visual breakdown of a text's language patterns, making it simple to identify patterns indicative of AI generation. | |||
*Gltr.io is a free tool offering quick detection and visual representation of results. However, it may be initially challenging to understand and does not support URL scanning. | |||
===Pricing=== | |||
Gltr.io is free to use, and its source code is available on GitHub for further development. | |||
==Percent Human Chrome Extension== | ==Percent Human Chrome Extension== | ||
Percent Human is a Chrome extension designed to detect AI-generated content with ease, making it a valuable tool for educators and students. | Percent Human is a Chrome extension designed to detect AI-generated content with ease, making it a valuable tool for educators and students. | ||