If the aliens supervised pyramid construction, we wouldn't get half-assed engineering attempts like the Bent Pyramid. If aliens gave us integrated circuits, why did we build vacuum tubes and standalone transistors first? If a secret project under Hoover Dam gave us space travel, why did the Russians succeed at it before the U.S. did?
Please contribute your "modern technology most likely to be contributed by aliens" in the comments. :)