🚨RESEARCHERS JUST MATHEMATICALLY PROVED THAT AI LAYOFFS WILL DESTROY THE ECONOMY.. AND EVERY CEO ALREADY KNOWS IT.. BUT NONE OF THEM CAN STOP.. Two researchers from UPenn and Boston University just published a paper called "The AI Layoff Trap".. They proved something terrifying.. Every company replacing workers with AI is also firing its own customers.. Every laid-off employee is someone who used to spend money.. When enough people lose their jobs.. Nobody can afford to buy anything.. And the companies that fired everyone go bankrupt selling products to an economy with no purchasing power.. Every CEO can see this coming.. The math is obvious.. Fire workers.. Lose customers.. Lose revenue.. Collapse.. But here's the trap.. No company can afford to stop.. If you don't automate.. Your competitor will.. They cut costs.. Undercut your prices.. Steal your market share.. And you die anyway.. So every company automates.. Knowing it's collectively suicidal.. Because the alternative is dying alone while everyone else survives.. It's a Prisoner's Dilemma.. And the researchers proved it mathematically.. The numbers are already stacking up.. Block cut nearly half its 10,000 employees this year.. CEO 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 an AI coder that lets one senior engineer do the work of a five-person team.. Over 100,000 tech workers were laid off in 2025 alone.. AI was cited as the primary driver in more than half the cases.. 80% of US workers hold jobs with tasks susceptible to AI automation.. And here's what should scare policymakers.. The researchers tested every proposed solution.. Universal Basic Income.. Doesn't fix it.. It raises living standards but doesn't change a single company's incentive to automate.. Capital income taxes.. Don't fix it.. They change profit levels but not the per-task decision to replace a human.. Worker equity and profit sharing.. Narrows the gap but can't close it.. Collective bargaining.. Can't fix it.. Because automating is a dominant strategy.. No voluntary agreement between companies is self-enforcing.. Only one thing works.. A Pigouvian automation tax.. A per-task charge that forces every company to pay for the demand it destroys when it fires a worker.. The researchers call it a "Red Queen effect".. Better AI doesn't solve the problem.. It makes it worse.. Because every company sees a bigger market share gain from automating faster than rivals.. But at the end.. Everyone automates equally.. The gains cancel out.. And the only thing left is more destroyed demand.. The paper's conclusion is devastating.. This isn't a transfer from workers to company owners.. Both sides lose.. Workers lose their income.. Companies lose their customers.. It's a deadweight loss that harms everyone.. And no market force can break the cycle.. The AI layoff trap isn't a prediction.. It's already happening.. And the math says it won't stop on its own.

There's a book about this! New version, updated for the latest advances in #AI published on June 2, 2026. https://t.co/SlmhidXAAQ

Top AI papers this week on @huggingface (April 6-12) - GrandCode: First AI to beat all humans in live competitive programming contests, surpassing Google's Gemini 3 Deep Think - Adam's Law: New framework showing LLMs prefer frequent textual data for prompting and fine-tuning - Video-MME-v2: Next-gen video benchmark exposing huge gaps between AI and human experts - ClawBench: Testing AI agents on real-world tasks like booking flights (Claude 4.6 scores just 33%) - SkillClaw: Collective skill evolution for agentic systems - HY-Embodied-0.5: Embodied foundation models from Tencent for real-world robot agents - InCoder-32B-Thinking: Industrial code world model for chip design and GPU kernels - OpenWorldLib: Unified codebase and definition for advanced world models - Plus: Self-Distilled RLVR and rethinking generalization in reasoning SFT

Jake from Marketing keeps declaring "SWE are cooked" while furiously clicking Build in Claude Cowork like the lizard meme. Build first. Ask questions never. "Vibe coding" is just ignorance wearing a productivity hat. AI isn't infallible, it's a mirror that flatters until reality slaps back with subtle bugs, wrong assumptions, and tech debt that compounds harder than your dopamine hits. Blind trust = future pain. There's no free lunch in the agentic era, just expensive illusions for people who can't tell good from AI slop. Level up or get ready for the crash. Your move, Jake. ↓

“Anthropic's Claude Mythos isn't a sentient super-hacker, it's a sales pitch — claims of 'thousands' of severe zero-days rely on just 198 manual reviews” Get used to the “Effective Altruists” fear and self-hating multi-level marketing system, it is just starting. https://t.co/gIVButrCZj

We've been studying what it takes to get NVFP4 & MXFP8 deliver good speedups on modern flow models for image & video gen. on B200 🕵️‍♂️ Today, I'm excited to share those findings! Bringing some cool recipes through Diffusers and TorchAO with `torch.compile` 🔥 Hop in ⬇️ https://t.co/gSd1Kwnu0l

JD Vance has returned from Pakistan. With him came two estate agents. This is not the opening line of a joke, although I wish it were, because the punchline is catastrophic. They flew home with their tails between their legs after what the State Department will presumably describe as “productive preliminary discussions” and what the rest of the planet will recognise as being thrown out on your ear. Iran wanted, apparently, to watch a vice president and two men who normally sell semi-detached houses in Virginia try to look dignified while boarding a plane back to nowhere. And we all know what this means. The Strait of Hormuz will stay closed. Twenty percent of the world’s oil supply passes through a waterway roughly the width of a slightly ambitious motorway. Every time someone in Washington has a bad week, that waterway gets a bit narrower. Right now it is approximately the width of a letter box, and oil prices are doing what oil prices always do when adults are not in charge, which is going completely and utterly insane. Now. The estate agents. This is the detail that keeps me awake. Why does a peace delegation to one of the most strategically sensitive negotiations on earth require property professionals? I have been racking my brain. The only explanation that holds together, if you squint and tilt your head, is that someone was attempting to acquire a stake in some sort of Hormuz-adjacent enterprise. A port authority, perhaps. A logistics company. Something with the word “international” in the name and a chairman who wears a lot of gold. Trump getting into the ownership structure of the very chokepoint his military is supposedly fighting over would be, in any previous administration, the kind of thing that ended careers. In this one it is Tuesday. Iran, to their considerable credit, apparently noticed. Meanwhile, back home, the administration is talking about conscription. Actual conscription. The mandatory enrollment of young Americans into military service, which is either a sign of profound strategic confidence or the most terrifying admission of overextension in modern American history. I leave it to you to decide which, though I note that the people making this decision have children of precisely the wrong age and security details of precisely the right size. Seven billion people looked at Donald Trump and understood immediately what they were looking at. They had read the biography. They had watched the first term. They had seen a man attempt to remain in power by means that, in any country without America’s particular combination of luck and institutional stubbornness, would have succeeded. They filed this information away under “obvious.” Seventy million people looked at the same evidence and saw a genius. This is the central mystery of our age and I do not have a satisfying answer to it. What I do have is the image of a speeding car. It is travelling at a hundred and thirty kilometres per hour toward a cliff edge that is clearly visible from quite some distance. The people responsible for steering it are busy. They have calls to make, deals to structure, properties to value. The passengers are arguing about whether the driver is brilliant or misunderstood. Europe and Canada are standing at the side of the road watching Americans jog past with suitcases, looking for somewhere quieter to live. The cliff, for its part, is not moving.​​​​​​​​​​​​​​​​ Stay connected, Follow Gandalv @Microinteracti1

McGowan nailed it. Trump inherited a deal that blocked Iran's nukes. He ripped it up for nothing. No better deal. Just chaos. He went to war for another country. He spent billions. He killed thousands. He threatened genocide. And he asking his supporters to call him a negotiator. He is a disaster

I’ve never seen a map that makes more sense. https://t.co/YcydbTJaXI

I’ve never seen a map that makes more sense. https://t.co/YcydbTJaXI

Trump said his tariffs would bring blue-collar jobs BACK TO THE US. Instead, it’s raised costs and DESTROYED MANUFACTURING JOBS. The US LOST 150,000 manufacturing and construction jobs last year. https://t.co/A9EMjCoeP3

Before Citizens United, billionaires spent around $16 million on presidential elections. In 2024, they spent $2.6 BILLION. And what did they get for that money? They got a MASSIVE tax cut for themselves. https://t.co/gaKm3L514w

Thank you, capitalism! https://t.co/72stIexpjn

🔥 BRAD GERSTNER: “X is better today than it's ever been. And remember, they have 70% fewer employees than they had the day Elon walked into the building.” https://t.co/wZdyNKU9HM

https://t.co/4O71rLpy9H

BREAKING: Court documents reveal that Australian government war crimes investigators do not even have the NAMES of two individuals Ben Roberts-Smith is alleged to have killed in Afghanistan almost 20 years ago. Nobody has managed to identify these alleged victims - even after $300 million was spent on war crimes investigations over five years. Australian Office of Special Investigations director Ross Barnett already revealed that investigators have: - No crime scenes - No access to the deceased - No bodies - No post-mortem report - No official cause of death - No recovery of projectiles to link to weapons that might have been carried by members of the ADF - No photographs - No site plans - No measurements - No recovery of projectiles - No blood spatter Now we know that after nearly $300 million and 5 years of investigation, they do not even have the NAMES of two alleged victims. If there is no name, no identification, no body - how do we even know they were killed? Does anybody actually think this is fair? Does anybody actually think that a criminal conviction - proved to a criminal standard, beyond reasonable doubt - is remotely possible in these circumstances? Daily Mail: ''Two of the five men Ben Roberts-Smith is accused of murdering while serving with the Special Air Service in Afghanistan have never been identified by war crimes investigators. Court documents seen by the Daily Mail show one of the Victoria Cross recipient's alleged victims is described only as 'Person Under Control 1', or alternatively 'Enemy Killed in Action 3'.''

To był ostatni film jaki widziałem, w którym młody chłopiec nauczył się czegoś od mężczyzny. W którym kobieta musiała stać się silną postacią, a swoich mocy nie uzyskała za fakt bycia kobietą. W którym "dobro" musi ZABIĆ zło, zamiast je rozumieć i wykazać się empatią. W którym bohater nie odpuścił ani na chwilę, cel był jasny, a koszt nie grał roli. W którym przemoc jest związana nierozerwalnie z instynktem przetrwania. Nie ma już takiego kina, które inspiruje, skłania do refleksji, daje wzorce i kształtuje mężczyzn. Jest tylko nijakość, ideologiczna breja i spłycanie wszystkiego.

South Africa has more race laws than at the height of apartheid But it's anti-White, so it's fine https://t.co/kKIHFQeW5f

I built https://t.co/R1jAMUfNTv — a free public database for American citizens who deserve safer communities. You can track which judges released defendants who then got rearrested, skipped court, or violated their release conditions. All public records. All free. I started with Orange County FL and will be expanding to all 67 Florida counties and eventually every state in the country. This first batch of info is from 2024 and since public reports are released in March/April for the previous year, data is behind. But I wanted to see if this is plausible. After adding 2024,I'll add 2025 and then figure out how to get real-time-data uploaded. It's in beta — would love to know what you think 👇 Numbers don't lie, but criminals do. https://t.co/DfTcJ6XMYn @bennyjohnson @jockowillink @GrantCardone @LauraLoomer @nickshirleyy @j_fishback

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Even when AI surpasses the combined intelligence of all humanity, I bet it will still look back at Starship amazed that humans built it https://t.co/34Cx5lPDtT

Elon Musk thinks the entire education system is built on a broken assumption. That every student should learn the same thing. At the same speed. In the same order. At the same time. Musk: “Everyone goes through from like 5th grade to 6th grade to 7th grade like it’s an assembly line. But people are not objects on an assembly line.” The model was designed for a factory economy. Standardized inputs. Predictable outputs. That economy is gone. The assembly line is gone. But the education system still runs on its logic. A student who masters algebra in two weeks sits through eight more weeks because the calendar says so. A student who struggles gets dragged forward because the schedule doesn’t wait. Neither is being served. Both are being processed. Musk: “Allow people to progress at the fastest pace that they can or are interested in, in each subject.” AI doesn’t teach a classroom. It teaches a student. One at a time. Every time. It skips what a student already knows. It finds where they’re stuck and approaches it from a different angle. It adjusts in real time. Not at the end of a semester when the damage is already done. A student obsessed with basketball learns fractions through shooting percentages. A student who builds in Minecraft learns geometry through architecture. The subject doesn’t change. The entry point does. No teacher with thirty students can do this. Not because they lack skill. Because the math doesn’t work. AI doesn’t have that constraint. Musk: “You do not need to tell your kid to play video games. They will play video games on autopilot all day. So if you can make it interactive and engaging, then you can make education far more compelling.” The brain isn’t broken. The format is. Kids learn complex systems and strategic thinking for hours voluntarily. Then walk into a classroom and can’t focus for twenty minutes. That’s not a discipline problem. That’s a design problem. Musk: “A university education is often unnecessary. You probably learn the vast majority of what you’re going to learn there in the first two years. And most of it is from your classmates.” Four years. Six figures of debt. And the real value comes from the people sitting next to you. Not the institution charging you. The degree doesn’t certify knowledge. It certifies endurance. Musk: “If the goal is to start a company, I would say no point in finishing college.” The system was built to train employees. If you’re not trying to be one, it has nothing left to offer you. Every lecture. Every textbook. Every curriculum. Now available instantly. Personalized to any learner. Adapted to any pace. The question isn’t whether the old model survives. It’s how long we keep forcing students through it while the replacement already exists.

#NEWS: The European Commission uses its vast power to limit online discourse ahead of major elections in the U.S. and Europe. Its actions could affect U.S. speech—including the global removal and demotion of content protected by the First Amendment. Ahead of tomorrow's Hungarian election, Chairman @Jim_Jordan and Rep. Chris Smith wrote to @HennaVirkkunen urging the Commission to refrain from any interference. Read the full letter here ↓

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Elon Musk speaks hard truths on what Nelson Mandela actually stood for and how South Africa has completely lost that Starlink is still blocked in Elon's home country because he is not black "The vision that Nelson Mandela, a remarkable leader, proposed was for all races to coexist equally in South Africa. Currently, there are around 140 laws that preferentially benefit Black South Africans over others" Mandela fought for absolute equality, but the current system has betrayed that vision They cannot claim to honor Mandela’s legacy of racial harmony while enforcing 140+ race-based ownership quotas. That is not progress - it is just discrimination wearing a new mask By actively blocking Starlink over these "discriminatory laws," bureaucrats are literally keeping their own rural schools and communities disconnected from the future

Is Elon Musk right about Sam Altman? just read the new Ronan Farrow and Andrew Marantz piece on Sam Altman in The New Yorker, and it is damning. And the answer is yes. It’s a deep dive based on never-before-seen 70-page memos from Ilya Sutskever and interviews with over a hundred people. The reporting revives the 2023 board drama where Altman was fired for not being “consistently candid,” only to get reinstated in days after employee pressure and Microsoft backing. But the real story is the pattern that led to it: repeated claims that Altman misrepresents facts, downplays safety issues, and tells people whatever they want to hear while steering OpenAI away from its original nonprofit safety mission toward aggressive commercialization, government deals, and power consolidation. Basically, he’s a lot like ChatGPT. Dishonest and sycophantic. From Sutskever’s memos and board discussions: “Sam exhibits a consistent pattern of… Lying.” And his direct warning: “I don’t think Sam is the guy who should have his finger on the button.” On the firing call, Altman reportedly said, “This is just so fucked up… I can’t change my personality.” A board member took it as him admitting he lies and isn’t going to stop. Altman later told the New Yorker authors: “In the past, my main flaw as a manager had been my eagerness to avoid conflict. Now I’m very happy to fire people quickly.”On integrity: “Yes, [AI] demands a heightened level of integrity, and I feel the weight of the responsibility every day.” One former colleague summed up the skepticism: “His words were almost certainly bullshit.”

Most people have not even realized it yet, but Starlink just quietly became the invisible backbone of Earth For decades, high-speed internet was a luxury of geography. If you lived outside a major city or dared to travel, you had no choice but to be disconnected from the world We literally went from "can you hear me now?" dropped calls in the suburbs to you move anywhere in the world and you are covered by Starlink internet Just look at what SpaceX has achieved so far: → Free, high-speed WiFi rolling out on thousands of flights, trains, and ships → Now officially live in over 150+ countries, territories, and global markets → Direct-to-Cell tech is turning standard smartphones into sat-phones with zero extra hardware → Flawless high-speed internet streaming in the middle of Antarctica → Serving as a critical lifeline for first responders and victims during major natural disasters → Providing unbreakable comms in active warzones and geopolitical conflicts → More than 11 MILLION+ active subscribers globally as of early 2026 → Eliminating dead zones entirely - if you can see the sky, you can connect "I think the single biggest thing you can do to lift people out of poverty and help them is giving them an internet connection because once you have the internet connection, you can learn anything for free on the internet, and you can also sell your goods and services to the global market" — Elon Musk While legacy telecom providers are still struggling to lay cables in the dirt, SpaceX is actively building humanity’s collective nervous system in Low Earth Orbit SpaceX is showing the world what it actually means to be connected on a magnitude we never thought possible

Why Elon Musk is RIGHT to fight South Africa’s racist rules blocking Starlink? Imagine this: Long ago, South Africa had very unfair laws called apartheid. They treated Black people badly and kept them from good jobs and money. When those bad laws ended, the country made new rules (called B-BBEE) to help Black people get a fair share of business. The idea was good – like a big helping hand. But now? For companies like Starlink to sell fast internet, they MUST give away 30% of their business to Black partners. Just because of skin color. Elon Musk was born in South Africa. He left as a teen to chase big dreams. Today, his company SpaceX wants to bring Starlink – super fast satellite internet – to South Africa. But the rules say no unless they give up part of the company. Elon said it right: “Starlink is not allowed because I’m not Black.” SpaceX promised to spend about $30 million (that’s 500 million rand!) to give FREE high-speed internet to 5,000 rural schools. That helps over 2.4 MILLION kids every year learn better, get jobs later, and have a brighter future. Real help for the people who need it most! Starlink already works in about 24 other African countries. Villages there now have internet for school, doctors, and business. South Africa’s villages are missing out because of these racist rules. Elon isn’t asking for special favors. He just wants fair play so Starlink can connect everyone fast. Internet = education, jobs, hope. Why hold back millions of kids over rules that pick by race and color?

I didn't think it could get worse, I was wrong. Watching that illegal animal from Haiti beat a woman to death with a hammer has radicalized me more than I thought possible. Our politicians bear the blame for this. It was an intentional policy choice. The Biden admin opened our border to the criminal filth from the third world knowing that would kill Americans like me and you. The blood is on their hands. Prosecute anyone inside the Biden admin who allowed for this to take place 13,000 Americans are DEAD because of them. These government officials must be punished. Lock them up.

This 15-minute talk by the creator of Pydantic on how to correctly use MCPs will teach you more about making your AI tools actually work together than everything you've scrolled past this year. Bookmark this & watch, no matter what. Then read the guide below by @eng_khairallah1

AI is starting to reshape how trips are planned. Travel platforms like Rome2Rio and Omio are integrating directly with OpenAI, allowing users to search routes, compare prices and organize journeys inside ChatGPT. Travel planning is becoming conversational. Instead of searching, people may simply ask and go. https://t.co/RwEk1CR3Va @euronews @Pascale_Davies

🚨OpenClaw just added built-in video, music, and image generation. All in one open source tool. Anthropic cut them off. GPT-5.4 got better. They shipped anyway. What’s new in 2026.4.5: → Video: Alibaba, BytePlus, fal, Google, MiniMax, OpenAI, Qwen, Runway, xAI → Music: Comfy, Google, MiniMax → Image: Comfy, fal, Google, MiniMax, OpenAI → /dreaming mode is now live → Structured task progress → UI + docs in 12 new languages 10 video providers. One open source tool.

MiniMax Music 2.6 is live. A few things worth knowing: 🎬 Original BGM in minutes No more hunting for "probably fine to use" tracks. Describe your scene, get something fully yours. 🎭 Structure that actually follows your prompt. You can now write "open with tension, build toward awakening, explode into triumph", and the model follows, beat by beat. For the first time, AI music generation feels less like rolling the dice and more like directing. 🎤 Intentional imperfection In lo-fi, indie folk, jazz — the breathiness that makes a track feel human, not generated. Also shipping with 2.6: → First audio in under 20s: write a prompt, take a breath, it's ready → Improved low-mid frequency response: tighter bass for House, Trap, Drum & Bass → Style transfer & remixing: reimagine your own melody in a completely different genre 14-day free global beta starts today (500 songs/day). 👉Try now: https://t.co/oGNTfjD57b

I’ve spent the last two weeks testing Hermes against OpenClaw. With OpenClaw, there are just too many ways for things to break. Hermes is the first agent I’ve used where you actually get the feeling of it "just working" You can now spin up Hermes on Agent37 for just $3.99. • 1-click integrations for 1000+ apps (Gmail, Calendar, Notion, etc.) • Pre-configured LLM (swap any OpenRouter model) • Full GUI access to your files and live browser Demo 👇