METHODS AND APPARATUS FOR PERFORMING MACHINE LEARNING TO IMPROVE CAPABILITIES OF AN ARTIFICIAL INTELLIGENCE (AI) ENTITY USED FOR ONLINE COMMUNICATIONS

摘要

A method for providing query responses to a user via online chat establishes a first communication connection for online chat between a user interface and an artificial intelligence (AI) entity comprising a processor and a memory element configured to store a database of query answers; receives a user input query transmitted via the first communication connection; performs a lookup in the database of query answers, to locate a query answer corresponding to the user input query; when unable to locate a query answer, establishes a second communication connection for online chat between the user interface and a live agent interface that transmits responses dynamically provided by a human operator; evaluates a chat between the user interface and the live agent interface; identifies an answer to the user input query, based on evaluating the chat; and stores the answer to be provided by the AI entity in the future.