ALEXANDRIA, Va., March 17 -- United States Patent no. 12,579,368, issued on March 17.

"System, device, and method to provide generalized knowledge routing utilizing machine learning to a user within the system" was invented by Dayne Freitag (Descanso, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The machine learning in the neural networks module can analyze an annotation and its metadata on the annotation made by a first user on a first computing device to make an embedding regarding the annotation and then cooperate with the persistence knowledge store to store the embedding of the machine learning's understanding of the annotation and its metadata. The delivery module can proactively push a notice...