With hyper-rapid adoption of AI in both white-collar and factory settings, China has become a live experiment for how mass job displacement affects social stability. The outcomes will offer crucial, large-scale lessons for the rest of the world.

In a landmark case in Hangzhou, a court ruled that a company cannot legally replace an employee with AI or use it as a justification for layoffs. This swift regulatory action provides a legal safety net for workers and serves as a calming factor for public anxiety.

A Chinese court ruled a company illegally fired a worker replaced by AI, stating AI should "promote employment." This establishes a legal framework where worker protection can override corporate efficiency gains from AI, a significant policy divergence from Western laissez-faire approaches to technological displacement.

The correct response to AI-driven job displacement is counterintuitive: make labor markets more flexible. This allows workers to quickly reallocate to tasks where humans still hold a comparative advantage. Protecting old jobs with rigid regulations only makes firms uncompetitive, leading to worse economic outcomes.

Chinese policymakers champion AI as a key driver of economic productivity but appear to be underestimating its potential for social upheaval. There is little indication they are planning for the mass displacement of the gig economy workforce, who will be the first casualties of automation. This focus on technological gains over social safety nets creates a significant future political risk.

China is legislating against AI-driven labor issues like 'digital cloning,' which could foster public trust and accelerate AI adoption. Meanwhile, the US's hands-off policy is fueling popular backlash, leading to data center moratoriums and potentially slowing its own AI progress.

China is unintentionally becoming a global leader in AI labor law through court rulings. Judges have blocked companies from firing workers solely on the grounds of AI-driven decisions, arguing that AI implementation does not constitute a 'major change in objective circumstances'—a clause typically reserved for natural disasters. This sets a significant precedent for worker protection.

China's ruling against replacing humans with AI is a strategic move by the CCP to maintain social stability and power. Facing massive youth unemployment and demographic decline, the government is prioritizing control over economic efficiency to prevent unrest, not genuinely protecting workers.

To prepare for potential mass displacement of white-collar jobs by AI, California is experimenting with "employment insurance," a Danish model where the state pays employers to retain workers during transitions. This proactive approach focuses on preventing unemployment rather than just providing benefits after a layoff.