US Patent Issued to UMNAI on March 17 for "Method for injecting human knowledge into AI models" (Maltese Inventors)

ALEXANDRIA, Va., March 17 -- United States Patent no. 12,579,428, issued on March 17, was assigned to UMNAI Ltd. (Ta' Xbiex, Malta).

"Method for injecting human knowledge into AI models" was invented by Angelo Dalli (Floriana, Malta) and Mauro Pirrone (Kalkara, Malta).

According to the abstract* released by the U.S. Patent & Trademark Office: "Human knowledge may be injected in an explainable AI system in order to improve the model's generalization error, model accuracy, interpretability of the model, avoid or eliminate bias, while providing a path towards the integration of connectionist systems with symbolic and causal logic in a combined AI system. Human knowledge injection may be implemented by harnessing the white-box nature of expla...