Awesome AI content detector

A curated list of awesome AI countermeasures - tools for detecting AI-generated content. In response to the popularity and not too shabby accuracy of the ChatGPT, we present a collection of resources to make for spotting machine-generated content. Collected and manually curated by @oskar-j

Official documentation

• Educator considerations for ChatGPT - This page provides a brief overview for educators seeking to learn more about the capabilities, limitations, and considerations for using ChatGPT for teaching and learning.
• ai-text-classifier - New AI classifier for indicating AI-written text (from OpenAI).

Frameworks and libraries

Deep learning models at Huggingface

• Hello-SimpleAI/chatgpt-detector-roberta - The base checkpoint is roberta-base. We train it with all Hello-SimpleAI/HC3 data (without held-out) for 1 epoch.

Commercial products and/or freeware

• AI Content Detector - Copyleaks - Verify what content was written by a human or an AI chatbot with the AI Content Detector Chrome extension from Copyleaks.
• ai-text-classifier - The AI Text Classifier (from OpenAI) is a fine-tuned GPT model that predicts how likely it is that a piece of text was generated by AI from a variety of sources, such as ChatGPT.

Tutorials (e.g. YouTube)

Research papers

Obsolete (no more valid)

• GPT-2 Output Detector Demo - This is an online demo of the GPT-2 output detector model, based on the 🤗/Transformers implementation of RoBERTa.

• GPTZero - A tool which classifies the text basing on the 'Perplexity' (randomness) and 'Burstiness' (variation) scores.