Vibe Engineer embedded_iot:https://xitter.cf/t.co/Ltl2oAqu2k

Liverpool, England
Joined February 2016
China created a system that simulates the earth with billions of AI agents that has real personality, memory, beliefs and human-like desires. it gives them a terrifying ability to predict the future. they published a paper called "Modeling Earth-Scale Human-Like Societies with One Billion Agents." they built "Light Society," a framework that efficiently models human-like societies powered by large language models. traditional agent-based models were always limited by simple, predictable behaviors. but this new earth-scale simulation framework uses a "mixture-of-models" engine to change everything. by combining massive llms with smaller, highly efficient distilled surrogates, the researchers successfully simulated a society of over one billion autonomous agents. they grounded these agents using real-world demographic data from the world values survey. these agents don't just act like generic bots.. they exhibit sophisticated social behaviors that mimic actual, diverse human populations. they ran simulations on trust games and massive opinion diffusion, tracking how information spreads and how society evolves in real-time. the simulation proved to have incredibly high fidelity in modeling diverse social phenomena, giving researchers a practical foundation for hypothesis testing. think about what this means for predicting global elections, market crashes, or how a population will react to a crisis.. you don't need to poll people or guess anymore. you just run the simulation. the infrastructure for agentic simulation is scaling faster than anyone realized. social sciences and predictive modeling will literally never be the same..
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HUGE DEVELOPMENT This is fantastic news. Anti-zionism is now a protected belief in the UK for which you cannot suffer discrimination. Will affect so many employment cases, notably in the NHS. Lawyers for Israel defeated.
ANTI-ZIONISM PROTECTED BY UK LAW We have set a binding legal precedent! Anti-Zionism is now a protected philosophical belief under the Equality Act 2010. Full stop. The Employment Appeal Tribunal finally handed down its judgment this morning. The University of Bristol’s attempt to overturn my 2024 Employment Tribunal victory has been comprehensively dismissed. We won on every single count. This is a public humiliation for the genocidal Zionist regime, whose assets in Britain bullied the University into sacking me and then dragged them into this futile appeal. Their legal strategy has collapsed. Their pressure campaign has spectacularly backfired. Thanks to everyone who believed in me and supported me. This is a victory for the whole anti-Zionist movement. A full statement will follow shortly. From the River to the Sea Palestine will be free! 🇵🇸 #DismantleZionism
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Anthropic just published the most terrifying cybersecurity paper of the year. They asked Claude to break AES - the most heavily studied encryption standard on the planet. Claude: "impossible. this is the most-studied cipher in existence. there's nothing to find." Anthropic: "try harder." Claude invented a brand new mathematical technique nobody had ever seen. Named it the "Möbius Bridge." Beat every human cryptanalyst on earth by 200-800x. Let that sink in. For decades, cryptography has been considered the one domain completely safe from AI. It requires abstract, high-level mathematical intuition, the kind of pure genius that only elite human minds can produce after years of peer review. Human cryptanalysts spent years reviewing these algorithms. They missed the flaws. An AI found them in days. Anthropic also pointed the model at HAWK, an experimental post-quantum digital signature scheme built to survive the coming quantum computing era. Claude cut its effective key strength in half. To be clear: this research didn't break real-world production systems today. It targeted reduced variations of the ciphers. But that is not the point. The barrier protecting all global security, digital banking, and secret communications has always been the sheer intellectual difficulty of advanced mathematics. If an AI can autonomously invent new mathematical techniques to punch holes in elite cryptography... The foundation of the entire digital economy just shifted beneath our feet.
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US lawyer and antiwar activist Dan Kovalik just had his devices seized and was interrogated by counter-terror police at Liverpool Airport Meanwhile, Palestine solidarity activist Sarah Wilkinson is heading to trial on terrorism charges for a couple of Twitter posts, and refusing to give police her mobile pin The Canary, one of the UK’s most doggedly antiwar independent media outlets, was just debanked by Lloyd’s The UK recently refused entry to Hasan Piker and Cenk Uyghur, two of the most recognizable voices of the left wing of the US Democratic Party, on national security grounds It did the same this month to US journalist Jeremy Loffredo UK counter terror police detained and interrogated my colleague, Kit Klarenberg, seizing his devices, and grilling him about his investigative journalism. PM Keir Starmer’s Labour Together slush fund even hired a private intel firm to smear Kit and The Grayzone. UK police raided journalist Asa Winstanley’s home and illegally seized his devices on suspicion of “encouragement of terrorism” The UK Crown Prosecution Service attempted to prosecute journalist Richard Medhurst under the Terrorism Act, but failed The list of journalists and activists repressed by the British regime goes on and on. And they have one thing in common: outspoken opposition to Israel’s genocidal agenda. Who’s actually in charge in London?
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BREAKING: Canary debanked by Lloyds Lloyds have debanked the Canary with no warning or explanation, putting the outlet in severe financial crisis thecanary.co/uk/analysis/202… thecanary.co/uk/analysis/202…
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Mrs Sarah Wilkinson @swilkinsonbc is a 63 year old journalist that has been documenting the Gaza genocide from early on. The UK government is charging her with terrorism crimes for simply posting the news out of Gaza, in an effort to silence her. This is unacceptable. Please follow her & support her during this trial.
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You can guarantee Andy Burnham has already taken his oath of fealty to the Zionist entity This is treason. We are occupied
Jeremy Corbyn says during a meeting with the Parliamentary Labour Party Committee he was confronted and asked to give assurances that as Labour leader - and potentially prime minister - he would automatically support any military action Israel undertakes👇
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At a live event for @zeteo_news with @mehdirhasan the actor Riz Ahmed says British Secret services tried to recruit him three times as an intelligence officer. The final time, the offer came from a senior BBC Executive (who he doesn’t name) …
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Something ugly happens to most vaguely progressive politicians as soon as they sense power. An old video, for example, shows Labour's Shabana Mahmood calling for a boycott of Israel, years before the Gaza genocide. Now, as home secretary, she's Israel's biggest cheerleader, and ready to tear up cherished speech and protest rights to protect Israel. So what to make of Andy Burnham's Labour leadership bid? He's being hailed as on Labour's "soft left". It's hard not to have a sinking feeling at the news that Josh Simons MP, a Starmer hatchet man – exposed for commissioning a spying operation on journalists investigating the unlawful actions of Starmer's team – has given up his Makerfield seat to help Burnham oust Starmer. Simons is praised by Labour allies for continuing the long-running antisemitism smear campaign against what they term "the hard left": that is, the tiny number of democratic socialists still in a Labour party that once identified as socialist. The Guardian reports that Simons "is Shabana Mahmood’s beast – lock, stock and barrel". And now he's personally salvaging Burnham's chances of becoming prime minister. Burnham is reported to have showered praise on Simons. Burnham scents power. Make no mistake: it will come at a heavy price.
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It can now be revealed that the first six of the Filton 24 stood trial with a “terrorist connection” secretly imposed on their case. That means their sentences could be doubled. The jury were not informed about this before reaching their verdict finding four of them guilty.
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'After almost a week of deliberation, the jury could not agree that I was guilty.' 'Every time we show up, we remind ourselves, the country, the world — that this genocide will not go unaccounted for. That there are people who will not stay silent. Who will not be put off. Who will not be frightened into looking away.' — @Majstar7 Incredibly proud of our brother Majid. The state and the lobby threw everything at him. He was unwavering. Uncompromising. After over three weeks, the prosecution failed to prove guilt. Now they want a full 4‑week retrial — to try and convict him again under the Terrorism Act. To make him face up to 14 years in prison all over again. All those resources. All that public funding. Because Majid dared to support the oppressed and illegally occupied Palestinians! God bless and protect you, Majid. We will stand with you every step of the way.
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THIS IS NOW CLOSING ON A MILLION VIEWS. Are you listening @Keir_Starmer? More than 3,200 lawyers including 300 top barristers and retired judges have called on you to drop your plan to restrict the right to trial by jury. 30 organisations representing victims of violence against women and girls have written to the Justice Secretary urging him against curtailing the right to jury trials. Trial by jury is a cornerstone of our democracy and an essential safeguard against authoritarianism. The government has no mandate to restrict it - a move which will put us on a path toward authoritarian justice. It’s not too late for you to listen to the thousands of voices of victims, judges, barristers, other legal professionals and academics who oppose this blatant act of constitutional vandalism. @RobbieRinder @KarlTurnerMP @thebarcouncil @TheCriminalBar @Kirsty_Brimelow
🚨KEIR STARMER IS SPEARHEADING ONE OF THE MOST SHOCKING ATTACKS ON CIVIL LIBERTIES IN MODERN TIMES The government has absolutely no mandate to do this. Labour never mentioned in its manifesto that it planned to undermine and restrict a fundamental cornerstone of our democracy - the right to trial by jury - a move which will place us on a path toward authoritarian justice. But it’s not too late for the government to listen to the thousands of voices of victims, judges, barristers, other legal professionals and academics who oppose this blatant act of constitutional vandalism. CONTACT YOUR MP NOW and ask them to step up and protect this cherished and precious cornerstone of our democracy
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THE ENTIRE AI INDUSTRY JUST GOT HUMILIATED a tiny model trained in just a few hours on a single graphics card is planning 48x faster than billion-dollar supercomputers. It actually understands physics instead of just memorizing patterns. yann lecun was right the whole time for three years every major lab told you the same story. scale is all you need. just throw more GPUs at it. just train on more tokens. eventually the model will "wake up" and understand the world. it was a lie. or at minimum, a very expensive bet that just lost. LeCun kept saying generative AI is a dead end. predicting the next pixel or the next token is fundamentally wasteful, the model burns trillions of parameters memorizing surface details instead of learning how reality actually works. he proposed JEPA instead. predict abstract concepts in a compressed thought space. don't paint the world pixel by pixel, understand it. the problem was JEPA kept collapsing. left to its own devices the model would cheat, mapping a dog, a car, and a human to the same point in latent space. technically minimizes the loss. learns absolutely nothing. every fix was ugly. seven loss terms. frozen encoders. EMA tricks. stop-gradients. the kind of duct-tape engineering that should have been a red flag. then LeCun's team dropped LeWorldModel. they replaced all the hacks with one regularizer that forces the latent space into a gaussian distribution. the model can no longer cheat. to make accurate predictions it has to actually encode physics. 15 million parameters. single GPU. trains in hours. plans 48x faster than foundation world models. detects physically impossible events on its own. meanwhile OpenAI is raising another $40B to train GPT-6 on a data center the size of manhattan. the entire scaling thesis just got embarrassed by a model that fits on a gaming PC.
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🚨 Netanyahu: “This is confidential… and can’t be leaked.” Too late, Bibi. Tucker Carlson just dropped the leaked interrogation tapes exposing how Netanyahu allegedly funneled $35 million a month from Qatar to Hamas using American tax dollars as a divide-and-rule strategy to weaken the Palestinian Authority and block any peace deal.
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🚨🚨NETANYAHU'S POLICE INTERROGATION TAPES JUST LEAKED AND THEY REVEAL HE PERSONALLY FUNDED HAMAS. THIS CHANGES EVERYTHING.🚨🚨 1,000 hours of secret police interrogation footage of Benjamin Netanyahu. Now public. Banned in Israel. Going viral globally. Here's what's on those tapes: 💀 Netanyahu personally arranged for Hamas to receive $35,000,000 EVERY MONTH from Qatar 💀 This was done IN SUITCASES OF CASH — because even banks refused to cooperate 💀 He personally begged Qatar, a country with no ties to Israel, to give money to his "enemy" 💀 He was doing this while ACTIVELY under corruption investigation 💀 His own words: "under the request of Benjamin Netanyahu personally" 💀 Total transferred to Hamas with his blessing: OVER $1,000,000,000 Let that sink in. The same man who stood up after October 7 and declared "Hamas is a monster, we will annihilate them" was the one keeping Hamas alive with suitcases of Qatari cash. ⚠️ His strategy, from his own transcript: keep Hamas in Gaza, keep Fatah in the West Bank, PREVENT them from uniting — so there would NEVER be a Palestinian state ⚠️ Without a Palestinian state, Netanyahu stays in power — no peace deal means endless war means he stays "Mr. Security" ⚠️ He needed Hamas to survive so he could keep winning elections by being the only man who could "handle" them Now watch what this means: → Netanyahu funds Hamas for years → Hamas grows stronger → October 7 happens → Netanyahu declares war → 46,000+ Palestinians die → War delays his criminal trial → He seeks a pardon → The monster he fed attacked his own people → And he's using that attack to escape justice The corruption trial? 3 charges. Bribery. Fraud. Breach of trust. His court just REJECTED his request to delay hearings — TWICE in one day. The ICC issued an arrest warrant for him for war crimes in Gaza. His own aide was arrested for taking Qatari money. And now his police interrogation tapes show he was the one sending Qatari money to Hamas. The same Qatar he "hates." The same Hamas he "fights." ⚠️ He publicly called Hamas the enemy ⚠️ He privately funded them for years ⚠️ His bombing of Gaza kills tens of thousands ⚠️ His war delays his own criminal conviction This isn't a war on terror. This is a man running out the clock on his own criminal case using 46,000 Palestinian lives as cover. And the world is just starting to understand it.
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Alex retweeted
Terence Tao has won every award mathematics can give a human being. Fields Medal. Breakthrough Prize. MacArthur Genius Grant. He is widely regarded as the greatest living mathematician. Not one of. The greatest. He just said something that should terrify every university on Earth. Tao: “We live in a particularly unpredictable era. I think things that we’ve taken for granted for centuries may not hold anymore.” Not years. Not decades. Centuries. The assumptions governing who gets to contribute to knowledge have been in place longer than most nations have existed. Tao just told you those assumptions are dissolving. Tao: “The way we do everything, not just mathematics, will change.” This is not a man who deals in hyperbole. He builds arguments the way he builds proofs. Piece by piece. Nothing unverified. When he says everything, he means everything. Tao: “In math, you previously had to basically go through years and years of education, be a math PhD before you could contribute to the frontier of math research.” That was the contract. You give a decade of your life to an institution. You grind through coursework, committees, dissertation reviews, postdoc rotations. Then maybe you get to touch the boundary of what’s known. The entire system was built on that bottleneck. Time was the gate. Credentials were the key. Tao: “Now it’s quite possible at the high school level that you could get involved in a math project and actually make a real contribution because of all these AI tools.” A high schooler. Contributing to frontier mathematics. The same frontier that used to require a decade of institutional obedience to even approach. He said this about math. He already told you this applies to everything. AI didn’t just speed up the path. It removed the path entirely. The university sold you a ten-year toll road. AI just paved around it overnight. The toll booth operators haven’t realized yet that no one’s coming. Tao: “In many ways, I would prefer the much more boring, quiet era where things are much the same as they were ten years ago, 20 years ago.” This is the line that should haunt you. The smartest mathematician on the planet would rather this wasn’t happening. He is not selling this. He is not positioning himself for a funding round. The acceleration is so violent that even the mind best equipped to process it would prefer it stopped. If Tao is uncomfortable, you should be paying very close attention to your own assumptions about what’s coming. Tao: “The things that you study, some of them may become obsolete or revolutionized, but some things will be retained.” That word “some” is doing enormous work in that sentence. It means the rest won’t be. Entire fields that people spent their careers building will collapse. Not slowly. Not politely. And Tao is telling you he can’t predict which ones survive. Tao: “You should be open to very, very different ways of doing science, some of which don’t exist yet.” Most people will scroll past this. It’s the most important line in the entire clip. He’s not saying learn new tools. He’s not saying adapt your workflow. He’s saying the methods themselves haven’t been invented yet. The frameworks don’t exist. You cannot prepare for what hasn’t been created. You can only build the kind of mind that doesn’t break when the ground shifts beneath it. Tao: “It’s a scary time, but also very exciting.” He said scary first. Every tech founder says exciting first and mentions risk as a footnote. Tao reversed it. When the most brilliant mind of a generation leads with fear and follows with possibility, that is not optimism. That is a man telling you the truth about what’s coming while still choosing to walk toward it. The people who survive the next decade won’t be the ones with the best credentials. They’ll be the ones who stopped mourning the world that was and started building for the one that doesn’t exist yet.
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I have waited years for someone to challenge this nonsense phrase on mainstream media. An indictment of the liberal PEP media that it took Tucker Carlson to do it. And he undeniably did it well.
Tucker Carlson challenges The Economist’s editor-in-chief to define Israel’s “right to exist”
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Officer Lisa broke down in court when they played the diss track about her. The camera cut to Afroman, and he's just vibing to his song. America is not a real place.
Meanwhile, in America. Police raided rapper Afroman’s house. They didn’t charge him with anything, but they trashed his home and stole $400. He captured the raid on CCTV. He then dropped diss tracks roasting them. They sued him for defamation, and he won.
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Absolute bombshell. Mearsheimer reveals Trump secretly allowed Iran to sell its oil to keep global prices under 100 dollars. But Israel intentionally bombed Iranian gas fields to ruin the plan, sending prices skyrocketing and destroying the US economy.
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Oracle co-founder Larry Ellison delivers a sales pitch for his company's new AI-monitored body cameras, which live stream footage back to headquarters and cannot be turned off. "Citizens will be on their best behaviour, because we're constantly recording and reporting everything that's going on." "These are the kind of next generation systems we can build using AI."
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