AI Text Watermarking

This post introduces the concept and implementation of invisible watermarking for AI-generated text, specifically focusing on Claude's approach. The technique involves subtly altering the probability distribution of word choices during text generation to embed a statistical signal that can be detected later. This allows for the identification of AI-generated content without significantly impacting the readability or quality of the text. The watermarking is designed to be robust against common text manipulations.