What Are Embeddings and Their Ethical Risks?

Embeddings convert words, images, and people into dense numerical vectors — and those vectors quietly inherit every bias present in training data. When embeddings power hiring tools, loan decisions, or content moderation, invisible mathematical patterns cause real harm to real people, often without anyone noticing.