ALEXANDRIA, Va., April 21 -- United States Patent no. 12,608,651, issued on April 21, was assigned to KPN INNOVATIONS LLC (Lakewood, Colo.).

"Method and system for generating an alimentary element prediction machine-learning model" was invented by Kenneth Neumann (Lakewood, Colo.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system for a generating an alimentary element prediction machine-learning model, the system comprising a computing device configured to provide, to a user, a plurality of compatible alimentary elements as a function of user biochemistry, receive training data relating a plurality of temporally preceding alimentary elements as a function of the plurality of compatible alimentary elemen...