This paper gives a fancy name to a problem you can already feel in your bones
"The Tragedy of the Cognitive Commons." Checking AI output requires deep expertise. Deep expertise comes from doing grunt work for years. And grunt work is the first thing AI eats
So we're building systems that need expert supervision while dismantling the only known process for making experts
The paper calls the shared pool of human expertise the "cognitive commons." Every profession drinks from it. Nobody's refilling it.
By eliminating junior roles, each company is acting totally rationally, and the collective result: a profession that can't catch AI's mistakes anymore because it never learned to do the work in the first place
Who checks AI's homework in 15 years?
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"The Tragedy of the Cognitive Commons." Checking AI output requires deep expertise. Deep expertise comes from doing grunt work for years. And grunt work is the first thing AI eats
So we're building systems that need expert supervision while dismantling the only known process for making experts
The paper calls the shared pool of human expertise the "cognitive commons." Every profession drinks from it. Nobody's refilling it.
By eliminating junior roles, each company is acting totally rationally, and the collective result: a profession that can't catch AI's mistakes anymore because it never learned to do the work in the first place
Who checks AI's homework in 15 years?
🄳🄾🄾🄼🄿🤖🅂🅃🄸🄽🄶
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Black Panther leader Eldridge Cleaver considered r*ping white women an "insurrectionary act" designed to under "the white man's law." Sexual resentment is a very powerful driving force in modern racial politics. Rejection by sorority girls helped make Mamdani who he is
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Leftist woke officials in London have released a video suggesting they will violate the new Equality and Human Rights Commission's guidance that trans people should use gender-neutral facilities or ones that align with their biological sex.
The guidance finally comes into practice 16 months after the UK Supreme Court's ruling that sex in the law is biological sex. The ruling has continued to enrage leftists and trans activists.
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The guidance finally comes into practice 16 months after the UK Supreme Court's ruling that sex in the law is biological sex. The ruling has continued to enrage leftists and trans activists.
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Ever wondered why TSA makes you put your laptop in a separate bin?
It's not because the laptop itself needs special treatment.
Large electronics are dense enough to obscure other objects in an X-ray image, so removing them gives security officers a much clearer view of whatever was hiding underneath.
Turns out the laptop isn't necessarily what they're looking at, it's what they couldn't see because of it.
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It's not because the laptop itself needs special treatment.
Large electronics are dense enough to obscure other objects in an X-ray image, so removing them gives security officers a much clearer view of whatever was hiding underneath.
Turns out the laptop isn't necessarily what they're looking at, it's what they couldn't see because of it.
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Bristol, England (Aug. 8) — Antifa and socialists gathered for a direct action to try to violently shut down an anti-mass migration protest. The two sides were kept apart by police, which angered Antifa as they wanted to beat the right-wing protesters
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An unhinged Muslim man named Mohammed Abdul Kareem who lives in England published video of him verbally abusing easyJet staff at an airport in Paris on July 29. The female staffer did not want to speak to him anymore and he escalated his abusive behavior in front of his four children and robed wife
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An ‘official’ cause of death has been revealed for Joe Felz after his girlfriend Alxzondra announced news of his death on Aug. 3.
On Aug. 7, the Paulding County Coroner's Office confirmed to that Joe’s death was suicide by hanging.
There is a lot of chatter, a lot of rumours & theories going around atm but the whole story & truth will soon be revealed.
There are also many people continuing Joe’s work in honour of him & his legacy will live on.
R.I.P Joe
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On Aug. 7, the Paulding County Coroner's Office confirmed to that Joe’s death was suicide by hanging.
There is a lot of chatter, a lot of rumours & theories going around atm but the whole story & truth will soon be revealed.
There are also many people continuing Joe’s work in honour of him & his legacy will live on.
R.I.P Joe
🄳🄾🄾🄼🄿🤖🅂🅃🄸🄽🄶
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Trump saw a clear path to claim victory in the Iran war by getting the Strait of Hormuz fully open.
He told aides he could even accept leaving without a nuclear agreement if commercial shipping resumed.
That exit route closed when Iran presented its steepest demands yet.
Tehran is now insisting on billions in compensation, the complete withdrawal of U.S. forces, an end to the naval blockade, and additional concessions before it will allow free traffic.
Analysts say Iran senses Trump’s urgency ahead of the midterms and is using the waterway as maximum leverage.
Gas prices remain high and previous claims that the strait was already open have repeatedly proven premature.
Washington refuses Iranian restrictions or fees and keeps the threat of force on the table, but the diplomatic room to declare a clean win has shrunk again.
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He told aides he could even accept leaving without a nuclear agreement if commercial shipping resumed.
That exit route closed when Iran presented its steepest demands yet.
Tehran is now insisting on billions in compensation, the complete withdrawal of U.S. forces, an end to the naval blockade, and additional concessions before it will allow free traffic.
Analysts say Iran senses Trump’s urgency ahead of the midterms and is using the waterway as maximum leverage.
Gas prices remain high and previous claims that the strait was already open have repeatedly proven premature.
Washington refuses Iranian restrictions or fees and keeps the threat of force on the table, but the diplomatic room to declare a clean win has shrunk again.
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Speed is the new warhead, and Iran is turning it into a force multiplier.
A rocket motor that accelerates the re-entry vehicle in the final seconds can push impact velocity high enough for pure kinetic energy to rival or exceed a larger conventional explosive. The same missile suddenly hits harder without carrying extra weight.
Cheap drones compound the problem. Every multimillion-dollar interceptor that knocks one down still leaves the next drone free to be retargeted in real time. The cost exchange heavily favors the attacker.
Meanwhile, systems built for predictable ballistic paths struggle when the warhead starts maneuvering. Interceptors locked onto an outdated flight path arrive too late. The combination of higher kinetic damage, swarm economics, and agile terminal trajectories is rewriting the defensive equation.
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A rocket motor that accelerates the re-entry vehicle in the final seconds can push impact velocity high enough for pure kinetic energy to rival or exceed a larger conventional explosive. The same missile suddenly hits harder without carrying extra weight.
Cheap drones compound the problem. Every multimillion-dollar interceptor that knocks one down still leaves the next drone free to be retargeted in real time. The cost exchange heavily favors the attacker.
Meanwhile, systems built for predictable ballistic paths struggle when the warhead starts maneuvering. Interceptors locked onto an outdated flight path arrive too late. The combination of higher kinetic damage, swarm economics, and agile terminal trajectories is rewriting the defensive equation.
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