System for generating and authenticating social identity data of objects using one or more large-scale language models

Abstract

Systems and techniques for evaluating confidence in interactive search are described. In some examples, an interactive search confidence evaluation system receives a prompt associated with a search for information about an object. The prompt is based on user input and data from a data structure. The interactive search confidence evaluation system processes the prompt using a machine learning model trained to generate a response. The response addresses the prompt. The response includes the information about the object retrieved from the data structure as a result of the search. The interactive search confidence evaluation system generates a confidence score for the response.The confidence score of the response is based on one or more confidence scores associated with the object information retrieved from the data structure. The interactive search confidence assessment system issues the response based on whether the response's confidence score exceeds a threshold.