# compute inequality

All‑in AI — on Employees’ Dime: How Firms Are Shifting Compute Costs onto Workers

Chinese companies’ push to “All in AI” is shifting costs from employers to employees as firms treat AI as a personal productivity tool rather than a corporate capital expense. That shift raises labour‑market questions about inequality, performance metrics tied to compute use and who ultimately owns the new means of production.