The world is being quietly rearranged by people who write very long documents.


The title they went with Agentic AI and Occupational Displacement: A Multi-Regional Task Exposure Analysis of Emerging Labor Market Disruption Noisy translates that to

You will be out of work by 2030

The cities that built agentic AI are the ones facing a 93 percent occupational displacement risk.

A new study measures how much AI that can do entire jobs will displace workers. It finds almost all information-intensive jobs in major US tech hubs face high risk by 2030.
Most studies on AI and jobs look at how AI automates small tasks. This paper shows AI systems can take over entire workflows, from start to finish. This means many professional jobs once thought safe from automation are now at high risk, especially in finance, law, and healthcare. It also points to new jobs in managing these AI systems.
Watch the earnings calls, not the tech demos. When a CEO cites "agentic efficiency" alongside "headcount reduction" in Q3 2026, they are using this academic math to justify class warfare. This paper provides the "neutral" data the C-suite needs to prove to shareholders that human workers are now a legacy expense.
The real signal to watch for? The first city to propose a Municipal UBI pilot, not because they want to, but because their tax base has evaporated.

If you insist
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The Sendoff
A new paper predicts that 93 percent of tech jobs will face moderate displacement risk by 2030. Doom and gloom, go clean your room. I mean, what are you going to do?