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# White-collar workers paid to automate themselves
- URL: https://adjacent.media/signals/white-collar-workers-paid-to-automate-themselves/
- Published: 2026-07-11T16:08:29.000Z
- Updated: 2026-07-11T16:08:29.000Z
- Description: Companies are now directly compensating professionals—lawyers, analysts, customer service reps—to train AI systems on their own work. Workers subsidize their own displacement for immediate cash, while efficiency gains accrue to startups and investors.
- Author: Jonathan Greene
- Tags: #signal, theme-culture, labor displacement, ai impact on work, knowledge transfer

Source: [NYT > Business](https://www.nytimes.com/2026/07/10/business/ai-white-collar-jobs.html?ref=adjacent.media) (paywall)

Companies are now directly compensating professionals—lawyers, analysts, customer service reps—to train AI systems on their own work. Workers subsidize their own displacement for immediate cash, while efficiency gains accrue to startups and investors. The moral hazard is stark: workers have incentives to document their jobs thoroughly and train the systems well, accelerating replacement.