 Kapor was born to a Jewish family in Brooklyn, New York, and raised in Freeport, New York on Long Island, where he graduated from high school in 1967.He received a B.A.from Yale College in 1971 and studied psychology, linguistics, and computer science in an interdisciplinary major, also attending the Boston-based Beacon College, which had a satellite campus in Washington, D.C. at the time.