Abstract: Artificial intelligence systems and computer-implemented methods for generating digital twins, establishing wellness parameters and generating recommendations to improve performance and wellness. An artificial intelligence system comprises a biosample collection unit, a physical analysis unit to perform a detection, relative quantification and untargeted analysis of analytes from the biosamples, a computing unit comprising: an automatic data collection unit, a data analysis unit for analysing the data, and a real-time data computing integration unit which automatically integrates the data generated from the analysis, transforms the data to establish representing values of wellness parameters through time, compares the representing values with data stored in the automatic data collection unit and responds to a change by generating a set of recommended actions or patterns response to improve performance and wellness.

Abstract: Provided herein is a method of using digital twin biomarker profiles for improved sporting, therapy, wellness and healthcare outcomes by comparing digital twin biomarker profiles at discrete interval to discern and evaluate data progression. Also provided is a sampling kit for collecting human fluid samples for analysis and generation of digital twin data.

Abstract: A system for providing video on demand over a quadrature amplitude modulation network (QAMN) having a television set (TV) connected thereon, comprising a client component associated with the TV, the client component being configured to be connected between the TV and the QAMN to receive input from a user of the TV and transmit the user input over the QAMN, a controller being configured to be connected to the QAMN to receive the user input transmitted over the QAMN by the client component, a management server being configured to be connected to the controller, decode the user input and provide a new interactive user session state to a rendering server, the rendering server being configured to encode a graphical representation of the new interactive user session state in a video format and transmit the encoded graphical representation on the QAMN.