The advent of super-intelligent AI challenges the core tenets of free-market capitalism. When human labor competes against entities that are exponentially more capable, the 'creative destruction' model could lead to mass unemployment and social instability, forcing a move away from pure capitalism.

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The most immediate AI milestone is not singularity, but "Economic AGI," where AI can perform most virtual knowledge work better than humans. This threshold, predicted to arrive within 12-18 months, will trigger massive societal and economic shifts long before a "Terminator"-style superintelligence becomes a reality.

The potential for an AI-driven, post-capitalist world of abundance is real. However, the path there will likely be as destructive as a world war, as the rapid upending of the economic order will throw society into chaos before stability is achieved.

Just as NAFTA brought cheap goods but eliminated manufacturing jobs, AI will create immense productivity via a new class of "digital immigrants" (AIs in data centers). This will generate abundance and cheap digital services but risks displacing vast swaths of cognitive labor and concentrating wealth.

The rare agreement between libertarian billionaire Elon Musk and socialist senator Bernie Sanders on AI's threat to jobs is a significant indicator. This consensus from the political fringe suggests the issue's gravity is being underestimated by mainstream policymakers and is a sign of a profound, undeniable shift.

For current AI valuations to be realized, AI must deliver unprecedented efficiency, likely causing mass job displacement. This would disrupt the consumer economy that supports these companies, creating a fundamental contradiction where the condition for success undermines the system itself.

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.

Fears of AI-driven mass unemployment overlook basic capitalism. Any company that fires staff to boost margins will be out-competed by a rival that uses AI to empower its workforce for greater output and market share, ensuring AI augments jobs rather than eliminates them.

The enormous market caps of leading AI companies can only be justified by finding trillions of dollars in efficiencies. This translates directly into a required labor destruction of roughly 10 million jobs, or 12.5% of the vulnerable workforce, suggesting market turmoil or mass unemployment is inevitable.

Frame AI not as a tool, but as a wave of "digital immigrants" with superhuman cognitive abilities. Similar to how the NAFTA trade agreement outsourced manufacturing, AI will outsource knowledge work. This will create abundance for some but risks hollowing out the middle class and social fabric.

As AI systems become infinitely scalable and more capable, humans will become the weakest link in any cognitive team. The high risk of human error and incorrect conclusions means that, from a purely economic perspective, human cognitive input will eventually detract from, rather than add to, value creation.