Challenges of Detecting AI-Generated Text

We’ll take an in-depth look at the challenges of detecting AI-generated text, and the effectiveness of the techniques used in practice.

Co-authored with Naresh Singh.

Table of contents

1. Introduction
2. Building an intuition for text source detection
3. What is the perplexity of a language model?
4. Computing the perplexity of a language model’s prediction
5. Detecting AI-generated text
6. Misinformation
7. What’s next?
8. Conclusion

Introduction

AI-assisted technologies for writing articles or posts are everywhere now! ChatGPT has unlocked …

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