Watermarking Deep Dive

Why it matters

Watermarking shapes attribution. Understanding shapes trust.

The architecture

Sampling-time bias toward marked tokens.

Detection via statistical test.

How it works end to end

Green-list / red-list token biasing.

SynthID (Google DeepMind).

Meta Stable Signature (image).

Evadable via paraphrase.