Profile driven ai/agent with dynamic refinement (pdadr)

At least one non-transitory machine-readable storage medium that provides instructions that, when executed by at least one processor, are configurable to cause the at least one processor to perform operations comprising:

• receiving a web page request from a user;
• identifying a plurality of components to be included on the web page responsive to the web page request based on an initial assessment of the user's preferences;
• transmitting the web page comprising the plurality of components to the user;
• inserting a plug-in mechanism in response to the web page to incorporate a plurality of selectable graphical user interface (GUI) elements associated with respective components of the plurality of components of the web page, wherein a respective selectable GUI is configurable to modify content of the respective component on the web page;
• and
• in response to user selection of respective elements of the plurality of selectable GUI elements:
• dynamically determining an updated assessment of the user's preferences based at least in part on the user selection and the initial assessment of the user's preferences;
• and
• iteratively updating the respective components of the plurality of components of the web page associated with the respective elements of the plurality of selectable GUI elements.

A computing device comprising:

• at least one non-transitory machine-readable storage medium that stores software for a dynamic localization service;
• and
• at least one processor, coupled to the at least one non-transitory machine-readable storage medium, to execute the software that implements the dynamic localization service and that is configurable to:
• receiving a web page request from a user;
• identifying a plurality of components to be included on the web page responsive to the web page request based on an initial assessment of the user's preferences;
• transmitting the web page comprising the plurality of components to the user;
• inserting a plug-in mechanism in response to the web page to incorporate a plurality of selectable graphical user interface (GUI) elements associated with respective components of the plurality of components of the web page, wherein a respective selectable GUI is configurable to modify content of the respective component on the web page;
• and
• in response to user selection of respective elements of the plurality of selectable GUI elements:
• dynamically determining an updated assessment of the user's preferences based at least in part on the user selection and the initial assessment of the user's preferences;
• and
• iteratively updating the respective components of the plurality of components of the web page associated with the respective elements of the plurality of selectable GUI elements.