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AI product & model operations · Working

Embedding

Also called: vector embedding

ELI5

A number-based representation used to compare meaning.

Used in conversation

“The search uses embeddings to retrieve related documents.”

Definition

A numeric representation placing similar items near one another in a vector space.

Here “Embedding” means: A numeric representation placing similar items near one another in a vector space.

Pitch context

You will see “Embedding” 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.

Connected terms

When the words have to travel

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Sources & evidence · 2

Direct term-level sources and supporting source families.