ALEXANDRIA, Va., Sept. 1 -- United States Patent no. 12,724,849, issued on Sept. 1, was assigned to Resideo USA LLC (Golden Valley, Minn.).

"Systems for application enhanced data labeling for AI training and methods thereof" was invented by Andrew Blohm (Washington), Louis Tremblay (Goleta, Calif.) and James T. Woolaway (Carbondale, Colo.).

According to the abstract* released by the U.S. Patent & Trademark Office: "For deployed products containing AI models, environmental effects or failures may occur that cause the AI to detect an event that is not recognized. In these cases, it may be necessary to identify the nature of the event that triggered the AI process to output an unknown or anomalous event. This can be difficult as the product ...