Unlike past industrial revolutions where displaced workers could retrain, AI is a 'meta-invention' capable of performing any new task that arises. This eliminates the 'retrain for a new career' safety net, creating a scenario with no Plan B for human employment.

History shows that transformative technologies—the industrial revolution, electricity, the internet—create massive long-term value. However, they also render the skills of one to two generations of workers obsolete, leading to widespread career and economic disruption for those individuals before their grandchildren reap the benefits.

History's major technological shifts—industrialization, electrification, the internet—each wiped out the careers of one to two generations. Those workers suffered while their grandchildren benefited. AI is likely to repeat this pattern, creating a generational chasm between those who lose and those who gain.

Like the Industrial Revolution, AI will ultimately be a net creator of jobs by enabling new business models. The critical societal risk is the interim period where job losses are immediate, but the creation of new industries lags, potentially leading to social unrest and political backlash.

The classic argument that technology always creates new jobs is flawed when applied to AGI. Previous inventions like the tractor automated a single sector. AGI, by its nature, automates all forms of human cognitive labor—from finance to programming—simultaneously, overwhelming society's capacity to retrain and adapt.

AI's impact on labor will likely follow a deceptive curve: an initial boost in productivity as it augments human workers, followed by a crash as it masters their domains and replaces them entirely. This creates a false sense of security, delaying necessary policy responses.

While AI may eventually create a world of abundance where energy and labor are free, the transition will be violent. The unprecedented scale of job displacement, coupled with a societal loss of meaning, will likely lead to significant bloodshed and social upheaval before any utopian endpoint is reached.

Past technological shifts occurred over decades, allowing labor markets to gradually adjust. AI's disruption is happening over years, a speed that historical models can't account for. This compressed timeline means new jobs and retraining won't happen fast enough, demanding immediate policy interventions like expanded capital ownership.

Unlike gradual agricultural or industrial shifts, AI is displacing blue and white-collar jobs globally and simultaneously. This rapid, compressed timeframe leaves little room for adaptation, making societal unrest and violence highly probable without proactive planning.