WHITEPAPER (link to PDF version) Abstract The rapid expansion of artificial intelligence (A.I.) has permanently altered the landscape of work. Traditional employment models, already structurally broken, are now entering terminal decline. Mass standardization, once a source of economic security, is now a liability. In this new Machine Age, workers must shift from being interchangeable components…

WHITEPAPER – (link to PDF version) Abstract In today’s corporate environment, the traditional pathway to career advancement is paradoxically structured to systematically exploit personal development. Employees are routinely required to “prove” their readiness for the next role by performing responsibilities beyond their current pay grade—a process that extracts uncompensated labor in the form of extra…