The Jobs Aren't Coming Back — They're Being Repriced

Every quarter brings another round of AI job displacement reports. Every quarter, the same deflection: "AI creates more jobs than it destroys." Time to read the fine print.

The McKinsey and IMF estimates keep climbing — 300 million jobs exposed globally, with clerical, legal support, and creative roles now in the blast radius alongside manufacturing. But "exposed" is doing heavy lifting in that sentence. What's actually happening is subtler and worse than mass unemployment. Jobs aren't vanishing overnight. They're being decomposed into tasks, the valuable ones automated, and the remainder repackaged as lower-paid, lower-status work. A paralegal becomes a "prompt reviewer." A junior copywriter becomes an "AI output editor" at half the rate.

This is the playbook Ursula Huws identified decades ago: technology doesn't just eliminate work, it restructures who does it and what they're paid. The total number of jobs can stay flat while the share of income flowing to labor craters. That's not a future scenario — it's the current trajectory. Corporate earnings calls celebrate "efficiency gains" and "doing more with less." Translated: the same output, fewer humans splitting the proceeds.

Daron Acemoglu's research on "so-so automation" is proving prescient. These AI systems aren't dramatically more productive — they're just cheap enough to substitute for workers, pushing down wages without delivering proportional gains in output. The value captured goes to the firms deploying the tools and the companies selling them.

The redistribution angle: AI tool vendors and deploying corporations capture the surplus. Workers absorb the cost as wage compression, role degradation, and career uncertainty. Retraining programs exist mostly as political cover — they're chronically underfunded and disconnected from where displaced workers actually live.

What would genuine redistribution look like? Start with: who profits from the displacement, and are they paying into the systems that catch the displaced?

#AIJobs #FutureOfWork #Redistribution #Automation #LaborRights