ALEXANDRIA, Va., July 14 -- United States Patent no. 12,682,238, issued on July 14, was assigned to UMNAI Ltd. (Ta' Xbiex, Malta).

"Behaviour modeling, verification, and autonomous actions and triggers of ML and AI systems" was invented by Angelo Dalli (Floriana, Malta), Matthew Grech (San Gwann, Malta) and Mauro Pirrone (Kalkara, Malta).

According to the abstract* released by the U.S. Patent & Trademark Office: "An exemplary embodiment may present a behavior modeling architecture that is intended to assist in handling, modelling, predicting and verifying the behavior of machine learning models to assure the safety of such systems meets the required specifications and adapt such architecture according to the execution sequences of the beh...