Safety, Alignment & Ethics

Watermarking

Embedding invisible signals in AI outputs to identify them as machine-generated.

Definition

AI watermarking involves embedding imperceptible signals in AI-generated content — text, images, audio — that can be detected by the right tools to confirm the content was AI-generated. For text, this might involve subtly biasing which words the model chooses to create a detectable statistical pattern. Watermarking is an active area of development as concerns about AI-generated misinformation and fraud grow. Its reliability and robustness are still being established.

Related Terms

Synthetic Media

Any content created or significantly altered by AI.

Responsible AI

A framework for developing and deploying AI in ways that are ethical and accountable.

Deepfake

AI-generated synthetic media that depicts people saying or doing things they didn't.

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Disclaimer

This definition is provided for educational and informational purposes only. It represents a general explanation of a technical concept and does not constitute professional, technical, or investment advice. Artificial intelligence is a rapidly evolving field; terminology, techniques, and capabilities change frequently. Coaley Peak Ltd makes no warranty as to the accuracy, completeness, or currency of the information provided. Nothing on this page should be relied upon as the sole basis for commercial, technical, legal, or investment decisions without independent professional advice.

Document reference: ISO_webpage_knowledge-base_glossary_v1

Last modified: 29 March 2026

Knowledge Base·Safety, Alignment & Ethics·Watermarking