Google figures out how to watermark AI-designed proteins

A Google DeepMind team published a paper proposing a protein watermarking scheme called SynthIDBio, which can embed watermarks into AI-designed protein sequences without breaking their function. Built on SynthID technology and integrated into the popular protein design tool ProteinMPNN, the system introduces watermark-consistent amino acids as it places each residue, only at positions where function remains viable.