LLM Content Provenance in Production: Governing AI Labels with SynthID, Watermark Detection, and C2PA Metadata
A practical guide to building a traceable governance system for LLM-generated content, covering SynthID text watermarking, C2PA metadata, detection thresholds, platform labeling, tampering risks, and a production launch checklist for engineering and security teams.