AI Potential to Create Permanent Underclass Sparks Economic Debate

Experts and tech leaders in the San Francisco Bay Area are warning that artificial intelligence could create a permanent underclass by replacing human labor with agentic AI and advanced robotics. Dario Amodei, CEO of Anthropic, estimated in a recent essay that 50 percent of entry level jobs in professional and administrative sectors will be affected within the next five years. This perspective suggests that a small technological elite owning the platforms, data centers, and energy will control the economy, leaving the majority of the population with few assets and difficulty earning a decent income.

Some economists remain skeptical of these narratives, noting that current labor market data provides little conclusive evidence of AI caused disruption. While some renowned economists predict a more modest impact, others suggest the labor market could bifurcate. A study by David Autor and Neil Thompson indicates that automation can either increase wages by replacing low specialization tasks or reduce them by replacing high specialization tasks. Furthermore, a study on patents from the early 2000s showed that for every dollar of value added by a new invention, 70 cents became profit while 30 cents went to workers, with most gains favoring high earners.

There is a concern that if gains concentrate among capital owners and highly specialized workers, the demand for other qualifications may drop, reducing the cost of labor and investment in human capital. While the San Francisco view insists that agentic AI will replace labor with capital and alter long term economic paradigms, others view this specific language as hyperbolic.