From deepfakes to DNA: the science of watermarking AI
This colloquium explores the mathematical principles and practical applications of SynthID, Google DeepMind's imperceptible watermarking technology. It details the extension of robust provenance tracking from generative AI outputs in media to the design and verification of synthetic biological sequences, ensuring integrity without functional alteration.