The current AI investment frenzy will create a paradox: significant layoffs as companies use AI to become more efficient, coupled with immense wealth concentration. This will create a class of "haves and have-nots" and set the stage for major antitrust battles against newly public AI giants by 2027-2028.

The primary economic incentive driving AI development is not replacing software, but automating the vastly larger human labor market. This includes high-skill jobs like accountants, lawyers, and auditors, representing a multi-trillion dollar opportunity that dwarfs the SaaS industry and dictates where investment will flow.

The massive investment in AI isn't justified by displacing illustrators, whose total wages are negligible. The economic model is predicated on replacing high-cost professions like radiologists or software engineers, which is a far more challenging task.

The economic incentive for VCs funding AI is replacing human labor, a $13 trillion market in the US alone. This dwarfs the $300 billion SaaS market, revealing the ultimate goal is automating knowledge work, not just building software.

The conversation around AI and job reduction has moved from hypothetical to operational. Leaders are being instructed by boards and investors to prepare for 10-20% workforce cuts, ready to be executed. This isn't a future possibility; it's an active, ongoing preparation phase within many large companies.

Major tech companies view the AI race as a life-or-death struggle. This 'existential crisis' mindset explains their willingness to spend astronomical sums on infrastructure, prioritizing survival over short-term profitability. Their spending is a defensive moat-building exercise, not just a rational pursuit of new revenue.

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.

Backed by top tech leaders, the startup Mechanize operates on the thesis that fully automating all jobs is a technologically determined and desirable future. Their public goal is to accelerate this 'inevitable' outcome, revealing a deliberate and well-funded movement to replace human labor entirely, not just augment it.

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.