As AI-driven advertising shifts from cookies and IDs to embeddings and vectors, many in AdTech are treating abstraction as a privacy loophole. In this Signal & Noise Executive Voices piece, Evgeny Popov argues that embeddings do not eliminate GDPR risk — they simply move it into a more opaque layer of the system. The architecture changed. The regulatory reality did not.