( July 24, 2025, 2:00 PM EDT) -- WASHINGTON, D.C. — The full Federal Circuit U.S. Court of Appeals on July 23 denied a machine learning patent holder’s petition for panel or en banc rehearing, leaving in place an April panel decision on a matter of first impression that affirmed the invalidation of the patents for describing the abstract concept of machine learning without pointing to specific improvements....