ALEXANDRIA, Va., June 17 -- United States Patent no. 12,314,548, issued on May 27, was assigned to WALMART APOLLO LLC (Bentonville, Ark.).

"Personalizing user interface displays in real-time" was invented by Priyanka Bhatt (Faridabad, India), Anshika Singh (Ghaziabad, India), Shankara Bhargava (Santa Clara, Calif.), Cole Warren Dutcher (Somerville, Mass.), Muzhou Liang (San Francisco) and Saurabh Kumar (Aurangabad, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method can include receiving a signal from a user device of a user. The method can further include processing, via a machine learning model, user intent labels, wherein: the machine learning model is pre-trained based on historical input data ...