SynthID is a pixel-level watermarking scheme developed by Google DeepMind that embeds a statistical signal directly into pixel values via a deep learning model, so that the watermark can still be extracted by a dedicated detector under slight transformations (such as lossy compression, cropping, and scaling); the cost is limited watermark capacity, as it can only answer the binary question of whether the content was generated by a certain partner.