What Are Embeddings? How AI Represents Meaning as Numbers

Embeddings are dense numerical vectors in AI that represent items so that semantically or behaviorally related items are close in vector space. This article explains embeddings' definition, purpose, and operational stages, clarifying common misconceptions.