System and method for capturing, preserving, and representing human experiences and personality through a digital interface

A method for capturing, preserving, and representing human experiences and personality through a digital interface, comprising:

• digital activity recording (DAR) software installed on a personal computing device to capture and transmit digital device usage patterns;
• a multimodal sensor device array (MSDA) which captures human activities and interactions within an environment;
• an information storage device (ISD) which captures and cryptographically signs sensor information and cooperates with an interface to distribute the sensor information to at least one computer on a network that shares data and resources via wired or wireless technologies;
• a methods control interface (MCI) that configures a plurality of modules;
• a pattern recognition engine (PRE) analyzes data and categorizes information with metadata based on detected interactions and events;
• and
• a synthetic data generator (SDG) utilizes a classification and categorization metadata created by the PRE to produce new data which is synthetic in nature but based on representative features present in end user data;
• the SDG is configured to produce synthetic data and data generation models, which are leveraged by the DAR, the MSDA, the ISD, the MCI, and the PRE;
• the SDG uses a Generative Adversarial Network (GAN) process to develop data creation and evaluation methods,
• wherein the plurality of modules comprises the DAR, the MSDA, the ISD, the PRE, the SDG and the GAN.