With deepfakes on the rise, the next frontier is used to generate an image or video. By hashing the model checkpoint and the output together, creators could prove that a piece was generated by a specific, verified AI system.
Because of the zero‑knowledge property, anyone can verify that the token matches the content . This eliminates the need for a central verification server, which is a common single‑point‑of‑failure in many existing systems. juq934 verified