Abstract
Reporters obtained the following quote from the background information supplied by the inventors:“Generative artificial intelligence (AI) systems are systems t hat take in user input and process the userinputs to conversational or natural language responses using a machine learning language model. Thegenerative AI fi eld is relatively new, and existing systems often use a single language model to generateresponses to the received inputs. Existing systems and methods general ly perform well with regard tosemantic output quality but fail to effectively t ailor generative outputs to specific domains, users, or usecases. Methods for f itting or personalizing machine learning model outputs exist in the form of recommendation engines, which have been developed to recommend content to users base d on the knownpreferences of specific users, but existing recommendation engine s are limited to a finite pool of preexistingcontent. In other words, existing recommendation engines do not generate new content.”