( October 28, 2025, 1:53 PM EDT) -- WASHINGTON, D.C. — A machine learning patent holder is urging the U.S. Supreme Court to consider the Federal Circuit U.S. Court of Appeals’ ruling 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; the company tells the high court that the Federal Circuit’s approach to patent eligibility “flouts this Court’s instruction to consider preemption.”...