Anyone who has white-knuckled a highway merge while Maps cheerfully announced “turn right in 0.2 miles” onto a median knows the app was overdue for a reality check. On Thursday, Google delivered one.

While previous embedding models were largely restricted to text, this new model natively integrates text, images, video, audio, and documents into a single numerical space — reducing latency by as muc ...