ALEXANDRIA, Va., June 18 -- United States Patent no. 12,327,201, issued on June 10.
"Explainable artificial intelligence mechanism" was invented by Hani Hagras (Colchester, Great Britain) and Gonzalo Ruiz Garcia (London).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method of determining and explaining an artificial intelligence, AI, system employing an opaque model from a local or global point of view, the method comprising the steps of providing an input and a corresponding output of the opaque model; sampling the opaque model around the input to generate training data samples; performing feature selection to determine dominant features generating a Type-2 Fuzzy Logic Model, FLM; training the Type-2 FLM ...