Safety, Ethics & Governance · intermediate · concept 281 of 311 · Updated Nov 4, 2026

🛡️AI Watermarking & Content Detection

Embedding an invisible statistical signature in generated text, images, or audio so provenance can be checked later, plus the harder question of detecting AI content that was never watermarked. Reliable detection without a watermark remains largely unsolved, which is why provenance standards matter.