As AI automates entry-level white-collar jobs, a growing number of college graduates will face unemployment. This creates what historian Peter Turchin calls 'elite overproduction'—people educated for elite roles with no positions to fill. This disenfranchised group is a prime demographic for socialist movements.

A bureaucracy can function like a tumor. It disguises itself from the "immune system" of public accountability by using noble language ("it's for the kids"). It then redirects resources (funding) to ensure its own growth, even if it's harming the larger organism of society.

When government policy protects wealthy individuals and their investments from the consequences of bad decisions, it eliminates the market's self-correcting mechanism. This prevents downward mobility, stagnates the class structure, and creates a sick, caste-like economy that never truly corrects.

History shows that social stability is threatened not by the long-suffering poor, but by a disgruntled, overeducated middle class. AI's displacement of junior roles in tech and law creates a cohort of indebted graduates who played by the rules but now face unemployment. This group is far more likely to cause political and social unrest.

Drawing from "The Sovereign Individual," the argument is that welfare states function like companies that serve their employees (politicians, bureaucrats) rather than customers (citizens). They sustain power by creating a dependent underclass for votes and taxing a productive elite for capital.

Despite their non-profit status, university administrators and faculty act as capitalists focused on increasing compensation while reducing accountability. They leverage artificial scarcity, cheap government-backed credit, and accreditation barriers to raise tuition faster than inflation, effectively exploiting the middle class under a veneer of nobility.

The immense salaries in software and finance may create a 'talent Dutch disease,' pulling the brightest minds from crucial fields like structural engineering. This reallocation of human capital could explain why productivity has stagnated or declined in industries that build the physical world.

When society produces more highly-educated graduates than there are suitable jobs, a large group emerges whose high expectations are unmet. This "elite overproduction" creates a sense of grievance and entitlement, making them receptive to socialist ideas that promise to rectify perceived injustices.

The primary function of a college degree is to signal desirable employee traits—intelligence, work ethic, and compliance—rather than to impart useful skills. As more people get degrees, the signal weakens, forcing students into an expensive and wasteful 'credential race' for ever-higher qualifications to stand out.