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🚨BREAKING: Two researchers from UPenn and Boston University just published a paper that should be uncomfortable reading for every CEO automating their workforce right now.
The argument is straightforward. Every company replacing workers with AI is also eliminating its own future customers. Laid off workers stop spending. Enough of them stop spending and nobody can afford to buy anything. The companies that fired everyone end up selling into an economy with no purchasing power left.
Every executive can see this. The math is not complicated. But here is why nobody stops.
If you do not automate, your competitor does. They cut costs, lower prices, take your market share, and you collapse anyway. So every company automates knowing it is collectively destructive because the alternative is dying alone while everyone else survives. The researchers proved this is a Prisoner's Dilemma playing out in real time.
The numbers are already moving. Block cut nearly half its 10,000 employees this year. Jack Dorsey said AI made those roles unnecessary and that within the next year the majority of companies will reach the same conclusion. Salesforce replaced 4,000 customer support agents with AI. Goldman Sachs deployed a coding tool that lets one engineer do the work of five. Over 100,000 tech workers were laid off in 2025 and AI was cited as the primary driver in more than half those cases. 80% of US workers hold jobs with tasks susceptible to AI automation.
The researchers tested every proposed solution. Universal basic income does not change a single company's incentive to automate. Capital income taxes adjust profit levels but not the per-task decision to replace a human. Collective bargaining cannot hold because automating is always the dominant strategy.
They also identified what they call a Red Queen effect. Better AI does not solve the problem, it accelerates it. Every company chases faster automation to gain market share over rivals but at the end everyone has automated equally, the gains cancel out, and the only thing left is more destroyed demand.
The one thing the math says could work is a Pigouvian automation tax. A per-task charge that forces companies to account for the demand they destroy each time they replace a worker.
The conclusion is that this is not a transfer of wealth from workers to owners. Both sides lose. Workers lose income. Companies lose customers. It is a deadweight loss with no market mechanism to stop it on its own.
(Link in the comment)
🇿🇦 South Africa just made history.
The CSIR has cracked the code on producing the critical molecules needed for lab-grown meat — CSIR has scaled up production
We no longer need to import expensive starter chemicals from the US or Europe.
SA is now one of the few countries on Earth that can grow its own protein. 🥩🔬
Why Is It a Big Deal?
● It eliminates the need for large-scale animal slaughter.
● It uses significantly less land and water than traditional cattle farming.
Would you eat lab-grown Meat?
Michael Garrett - NC Senate's Viral Statement on the Bad Bunny Halftime Show
“I watched #BadBunny deliver the most American halftime show I have ever seen. Then I came home and watched it again. And I am not okay. In the best possible way.
He sang every single word in Spanish. Every. Single. Word. He danced through sugarcane fields built on a football field in California while the President of the United States sat somewhere calling it “disgusting.” Lady Gaga came out and did the salsa. Ricky Martin lit up the night. A couple got married on the field. He handed his Grammy, the one he won eight days ago for Album of the Year, to a little boy who looked up at him the way every child looks up when they dare to believe the world has a place for them.
And then this man, this son of a truck driver and a schoolteacher from Vega Baja, Puerto Rico, stood on the biggest stage on the planet and said “God bless America.”
And then he started naming them.
Chile. Argentina. Uruguay. Paraguay. Bolivia. Peru. Ecuador. Brazil. Colombia. Venezuela. Panama. Costa Rica. Nicaragua. Honduras. El Salvador. Guatemala. Mexico. Cuba. Dominican Republic. Jamaica. The United States. Canada. And then, his voice breaking with everything he carries, “Mi patria, Puerto Rico. Seguimos aquí.” My homeland, Puerto Rico. We are still here.
The flags came. Every single one of them. Carried across that field by dancers and musicians while the jumbotron lit up with the only words that mattered: “THE ONLY THING MORE POWERFUL THAN HATE IS LOVE.”
I teared up. I’m not ashamed to say it. I sat on my couch and I wept because THAT is the America I believe in. That is the American story, not the sanitized, gated, English-only version that small and frightened people try to sell us. The REAL one. The messy, beautiful, multilingual, multicolored, courageous one. The one that has always been built by hands that speak every language and pray in every tongue and come from every corner of this hemisphere.
That is the America I want Jack and Charlotte to know. That when the moment came, when the whole world was watching, a Puerto Rican kid who grew up to become the most-streamed artist on Earth stood in front of 100 million people, sang in his mother’s language, blessed every nation in the Americas, and spiked a football that read “Together, we are America” into the ground. Not with anger. With joy. With love so big it made hate look exactly as small as it is.
And what did the President do? He called it “absolutely terrible.” He said “nobody understands a word this guy is saying.” He called it “a slap in the face to our Country.” The leader of the free world watched a celebration of love, culture, and everything this hemisphere has given to the world, and all he could see was something foreign. Something threatening. Something disgusting.
Let that sink into your bones.
The man who is supposed to represent all of us looked at the flags of our neighbors, heard the language of 500 million #Americans across this hemisphere, and felt attacked. That’s not strength. That’s not patriotism. That is poverty of the soul.
Here’s what I want to say to everyone who posted about that show tonight, who shared it proudly, who turned away from Bad Bunny’s celebration because it was in Spanish and the flags weren’t only red, white, and blue:
Your children will see those posts. Your grandchildren will find them. The internet doesn’t forget. And one day, when the history of this moment is written, when our kids and their kids look back at 2026 the way we look back at the people who stood on the wrong side of every bridge and every march and every moment that mattered, they will know exactly where you stood. They will see who chose Kid Rock over a hemisphere of flags. They will see who called love “disgusting.” And they will carry that knowledge the way all of us carry the knowledge of what our ancestors did when they were tested.
The only thing more powerful than hate is love”
CHAMPIONS! BABY BOKS ARE THE U20 WORLD CHAMPIONS! THE FUTURE IS BRIGHT AND BEAUTIFUL! ❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️❤️🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🇿🇦🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆🏆��🏆🏆🏆🏆🏆🏆