Two economists just published a mathematical proof that AI will destroy the economy.
Not might. Not could. Will — if nothing changes.
The paper is called "The AI Layoff Trap." Published March 2, 2026. Wharton School, University of Pennsylvania. Boston University. Peer reviewed. Mathematically modeled.
The conclusion is one sentence.
"At the limit, firms automate their way to boundless productivity and zero demand."
An economy that produces everything. And sells it to nobody.
Here is how you get there.
A company fires 500 workers and replaces them with AI. A competitor fires 700 to keep up. Another fires 1,000. Every company is behaving rationally. Every company is following the incentives correctly. And every company is building a trap for itself.
Because the workers who were fired were also customers.
When they lose their jobs faster than the economy can absorb them, they stop spending. Consumer demand falls. Companies respond by cutting costs — which means automating more workers — which means less spending — which means more falling demand — which means more automation.
The loop has no natural exit.
The researchers tested every proposed solution. Universal basic income. Capital income taxes. Worker equity participation. Upskilling programs. Corporate coordination agreements.
Every single one failed in the model.
The only intervention that worked: a Pigouvian automation tax — a per-task levy charged every time a company replaces a human with AI, forcing them to price in the demand they are destroying before they pull the trigger.
No government has implemented this. No major economy is seriously discussing it.
Meanwhile the numbers are already tracking the curve. 100,000 tech workers laid off in 2025. 92,000 more in the first months of 2026. Jack Dorsey fired half of Block's workforce and said publicly: "Within the next year, the majority of companies will reach the same conclusion."
Nobody is doing anything wrong. Companies are following their incentives perfectly. That is exactly the problem.
Rational behavior. At scale. Simultaneously. With no mechanism to stop it.
Two economists built the math. The math leads to one place.
Source: Falk & Tsoukalas · Wharton School + Boston University ·
>be Dutch Justice Ministry
>2014, quietly sign a contract with Palantir
>hand it to the military border police
>plug it into the Advance Passenger Information system
>silently screen millions of Schengen flyers
>names, DOBs, nationalities, passport numbers, all of it
>years pass, no one knows
>Parliament asks the minister: "you using Palantir?"
>minister: "No"
>journalists FOIA the ministry anyway
>documents drop
>leaked invoice surfaces: six figures. for THREE months.
>internal emails show the minister KNEW about the contract while drafting the denial
>journalists, now holding the proof, ask the border police: "you using Palantir?"
>spokesperson, straight face: "never"
>journalist slides the documents across the table
>"ok actually we ran it from 2009 to 2015"
>constitutional law prof: "political mortal sin"
>Article 68 violated, the duty to inform Parliament
>ministry still won't say when the contract really ended
>or if it ended
>or what happened to the data on millions of passengers
Odido heeft verzuimd klanten te beschermen en schade veroorzaakt. #privacyplease#Cybersecurity
Klant (geweest) bij Odido, Ben, Tele2 of T-Mobile?
Doe mee met deze massaclaim: https://t.co/g88b0T9dQJ ✍️
@ITruth98 I really think that if he wasn't injured, for better or for worse, Motta's tenure would've been much better. Apart from his pace, Milik is an unpredictable striker capable of good link-up play and passing and surprisingly effective (long range) shooting
Stephen Lichtsteiner 🗣️: “I loved Juve too much to move to another Italian team. Actually, I still love it
I would never have gone to Inter. It would have been a betrayal"
After condoning this behavior and rewarding him a spot on the National team, Bastoni's red card is exactly what the Italian National Team deserves. They made their own bed.
RFK JR: One time, Trump grabbed a placemat, turned it over, took a Sharpie, and drew a perfect map of the Middle East. Then he marked the troop strength of every country along each border on that map..
This Orthodox church in my hometown of Khiam in southern Lebanon was one of four churches there and was over 130 years old. It was damaged during the 2024 war and had been undergoing restoration. Now, nothing remains of it.