AI product & model operations · Core

Generative AI

Also called: GenAI

ELI5

AI that creates new content.

Used in conversation

“Generative AI output still needs fact and rights checks.”

Definition

AI systems that produce new text, images, audio, code or other content from learned patterns.

Here “Generative AI” means: AI systems that produce new text, images, audio, code or other content from learned patterns.

Pitch context

You will see “Generative AI” in product strategy decks, roadmaps, experiments and architecture reviews when the discussion reaches ai product & model operations.

Why it matters: In ai product & model operations, the scope can change what data may be used, who may access it and which controls are required.

Sources & evidence · 2

Direct term-level sources and supporting source families.

National Institute of Standards and Technology — Computer Security Resource Center GlossaryDirect source · primary · checked 2026-08-16
Scrum Guides — The Scrum Guide — official current versionSupporting source family · primary · checked 2026-08-16