AGI Will Freeze the Economy

The rise of Artificial General Intelligence (AGI) poses a risk of creating a permanent underclass by devaluing human labor and freezing socioeconomic mobility, but potential solutions like Universal Basic Income and job augmentation offer optimistic counterarguments.

• AGI could devalue human labor, risking a permanent underclass by making compute the main economic currency.

• Data indicates declining entry-level job prospects for young people in AI-exposed fields, but UBI and UHI are proposed as mitigating solutions.

• An optimistic view suggests AI will augment human jobs, create new opportunities, and lead to mass abundance, requiring proactive adaptation to new tools.

The emergence of AGI, defined as AI surpassing human knowledge work, could render human labor valueless, making capital (compute) the sole driver of economic advancement and trapping individuals in their current socioeconomic status. This concern, shared by many in the AI field, suggests a future where companies have no incentive to invest in human development. However, optimistic viewpoints propose that AGI will primarily lead to job augmentation, where humans work collaboratively with AI, and that mechanisms like Universal Basic Income (UBI) could mitigate negative societal impacts by fostering new entrepreneurial opportunities and enabling mass abundance.

The Permanent Underclass Fear

• 00:00:21 Artificial General Intelligence (AGI) is when AI surpasses human capability in knowledge work, making compute (capital) the primary economic lever. This development could devalue human labor, creating a 'permanent underclass' where socioeconomic mobility ceases because individuals' current capital dictates their future standing. Major AI companies are heavily investing in server farms, anticipating that compute will become the future's currency.

Early Economic Impacts

• 00:02:29 Evidence suggests that entry-level jobs are already becoming harder for recent graduates to secure, with a Stanford paper showing a 13% decline in employment for 22-25 year olds in AI-exposed occupations. This is contrasted by stable or growing employment for older workers in the same roles. Despite the expected decrease in AI operational costs due to infrastructure investment, Javon's Paradox predicts that overall compute consumption will increase, perpetuating the risk of a permanent underclass.

UBI as a Solution

• 00:04:54 Universal Basic Income (UBI) and Universal High Income (UHI) are proposed solutions supported by figures like Sam Altman and Elon Musk. UBI involves unconditional government cash payments for basic needs, while UHI aims to provide enough for individuals to choose how they spend their time. While some view UBI as socialism or a cause of inflation, experts like Scott Santins argue it can foster entrepreneurship by providing people more free time to identify problems and start businesses.

Job Augmentation, Not Automation

• 00:06:04 An optimistic outlook suggests that AGI will augment jobs rather than fully automate them, with humans remaining 'in the loop' for tasks like prompting AI, orchestrating AI agents, and reviewing outputs. This perspective, supported by insights from Box CEO Aaron Levy and OpenAI's CTO, anticipates that AI will address resource constraints, leading to faster company growth and potentially more hiring in new areas. New jobs unimaginable today are expected to be created, and AI will empower founders and individuals to achieve more with less.

Proactive Adaptation

• 00:11:23 Significant transitions in knowledge work are inevitable, requiring proactive efforts to teach people how to use AI tools for productivity and value in the workforce. While AGI and artificial super intelligence are coming, their societal rollout will take time. The future likely involves job augmentation and the potential for widespread abundance through AI, which could make universal basic or high income not only possible but beneficial, fostering creativity and entrepreneurship.