Method and system for systematic enhancement of human interaction capabilities via dynamic user interface management

A method of dynamic user interface generation, wherein the method comprises:

• configuring, at a computing device, using an initial display data structure, a remote device to display a user interface having a first input field;
• capturing user interaction data comprising osseous tissue data using the first input field;
• prioritizing, at the computing device, the user interaction data as a function of a user interaction data extraction template generated by the computing device;
• receiving, at the computing device, server feedback data through a communication module wherein the server feedback data comprises at least an update to a recovery program and data validation;
• determining, at the computing device, a current user interface state comprising a current osteoporosis state as a function of the captured user interaction data and the server feedback data;
• selecting, at the computing device, an optimal user interface state as a function of the prioritized user interaction data and the current user interface state, wherein the selecting comprises:
• receiving training data, wherein the training data correlates the user interaction data and the server feedback data to states of the user interfaces;
• training a user interface adaptation machine-learning model as a function of the training data;
• and
• selecting the optimal user interface state as the function of the prioritized user interaction data and the server feedback data, wherein the optimal user interface state includes at least an optimal event action;
• and
• generating, at the computing device, as a function of the selected optimal user interface state, the captured user interaction data, and the current user interface state, an updated display data structure for the remote device.