AI Governance

Glossary

Generative AI

AI systems that produce text, images, audio, code or other content that resembles material they were trained on.

Last reviewed 2026-08-22

In plain language

Generative AI is an application class, not a legal status. It includes chatbots, image generators and code assistants built on foundation models. Policy issues include synthetic media, copyright, labor displacement, energy use, evaluation of hallucinations, and child-safety. Some jurisdictions have issued generative-AI-specific rules in addition to general AI or data-protection law.

Why it matters for AI governance

Public debate often treats generative AI as synonymous with all AI. Governance needs to keep other high-stakes systems—credit, welfare, policing—in view as well.

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