How SynthID-Text works
As the model writes, SynthID-Text scores the candidate words for each position with a secret key and nudges the model toward the higher-scoring ones. Each choice is tiny, but across a few hundred words the tilt becomes a statistical fingerprint. A detector with the key sums the scores and returns a verdict. Google DeepMind published the method in Nature in October 2024 and open-sourced the code; Anthropic's Claude watermark is a version of it.