US Patent Issued to UMNAI on July 22 for "Behavioral prediction and boundary settings, control and safety assurance of ML and AI systems" (Maltese Inventors)

ALEXANDRIA, Va., July 23 -- United States Patent no. 12,367,407, issued on July 22, was assigned to UMNAI Ltd. (Ta' Xbiex, Malta).

"Behavioral prediction and boundary settings, control and safety assurance 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: "Typical autonomous systems implement black-box models for tasks such as motion detection and triaging failure events, and as a result are unable to provide an explanation for its input features. An explainable framework may utilize one or more explainable white-box architectures. Explainable models allow for a new set of capa...