AI Watermarking and Provenance

Design a framework for content provenance that uses watermarking, cryptographic signatures, and metadata to attribute authorship and detect manipulated content. Discuss interoperability across platforms, ethical implications for creators and users, and how regulators, publishers, and technologists can implement and enforce such a system without stifling innovation.