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Techniques for embedding invisible signals in AI-generated content — text, images, audio, video — that identify it as machine-generated and trace it to a specific model or organization. The EU AI Act requires that synthetic content (deepfakes, AI-generated media) be labeled as AI-generated. The Coalition for Content Provenance and Authenticity (C2PA) standard is the emerging industry protocol for embedding cryptographic provenance metadata in media files. For marketing and content teams, content provenance matters both as a compliance requirement (synthetic content must be disclosed) and as a trust signal (authentic content can be verified as human-created).
Why this matters for your team
If your team distributes AI-generated content publicly, the EU AI Act requires disclosure that it is AI-generated. Implement a clear labeling practice now — it is a simple compliance step that also builds audience trust and differentiates authentic content.
A media company uses C2PA watermarking on all human-produced photos to distinguish them from AI-generated images. The watermark is invisible to viewers but readable by detection tools, proving the image's authentic provenance.