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@galipeau

e/acc | Co-Founder, SDGˣ | Director, Near Future Lab | Complexity Theorist | Forbidden Research @CMUhcii×@MIT | Researching Cyber-identity Disorder | @AIT | @UN

MC Katılım Aralık 2006
858 Takip Edilen6.8K Takipçiler
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Poe Zhao
Poe Zhao@poezhao0605·
China's Ministry of Education just released an action plan to integrate AI across the entire education system. Key move: AI will be embedded into teacher certification exams. The logic is straightforward. You can't scale AI education without AI-literate teachers first. The plan covers K-12 through university. AI becomes a required public course at colleges. Cross-disciplinary AI curricula get rolled out at every level. Target deadline: a full AI education framework by 2030.
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SciTech Era
SciTech Era@SciTechera·
This is big. Really big. Scientists have just created a molecule that can store sunlight like a rechargeable battery. In a new study published in Science, researchers designed a pyrimidone based system that captures solar energy and locks it into a high energy form called Dewar pyrimidone. When exposed to UV light (~300 nm), the molecule undergoes photoisomerization, transforming into a strained structure that stores energy in its chemical bonds. What makes this powerful is that the energy can be stored for years and then released on demand as heat, simply by triggering the molecule with heat or an acid catalyst 👀 The system achieves an energy density of ~1.6 MJ/kg, which is nearly 2× higher than lithium-ion batteries. In experiments, the stored energy was strong enough to boil water in seconds, proving it’s not just theoretical. The molecule is also inspired by DNA chemistry, designed to be compact, stable, and even work in water-based environments. This is part of a growing field called Molecular Solar Thermal (MOST) energy storage, where the material itself acts as a solar battery. Instead of converting sunlight into electricity, it stores it directly as chemical energy. We’re starting to move toward a world where sunlight isn’t just used instantly.. but saved, transported, and released whenever we need it. Welcome to fastest accelerating SciTech Era ♥️
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Lord Bebo
Lord Bebo@MyLordBebo·
🇮🇳 AI DATA RACE: Workers in Indian factories started to wear cameras on their heads, to film their motions so robots can be trained on these videos. Big robot companies will train their humanoid robots, on movement data from Indian sweatshops … Wild 1/
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Polymarket
Polymarket@Polymarket·
BREAKING: New Harvard AI lab seeks $100 million in funding to help humans “remember everything”
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HustleBitch
HustleBitch@HustleBitch_·
🚨 NEURALINK’S FIRST NONVERBAL PATIENT JUST “SPOKE” USING TELEPATHY — AND IT’S BREAKING THE INTERNET “This is my old voice… cloned by AI.” A man with advanced ALS who lost ALL ability to speak is now communicating again using nothing but his thoughts. He made this video using telepathy, edited with his mind. Read that again. • Implant in his motor cortex (controls movement) • Size of five stacked quarters that replaces part of his skull • Robot threads placed millimeters into the brain, avoiding blood vessels • Thoughts → text → AI voice in real time Before this? He was completely paralyzed. Completely nonverbal. Trapped inside his own body using eye-tracking just to communicate. Now he’s typing with his mind… joking with his kids… even beating them at Mario Kart again. He says life has greatly improved since receiving the Neuralink brain chip impact. And that voice you’re hearing? Those are his thoughts turned into speech. Would you implant a chip in your brain to get your life back?
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Science & Astronomy
Science & Astronomy@sci_astronomy·
Scientists have reached a remarkable milestone by creating fully biological machines capable of growing their own primitive nervous systems. Developed by researchers using frog embryonic cells, these microscopic creations blur the line between biology and robotics. Instead of relying on metal wires and silicon chips, scientists implanted early-stage nerve cells into cellular clusters. Astoundingly, these cells spontaneously matured and wired themselves together to form a functional, electrically active network. ​This internal biological circuitry represents a massive leap forward from previous iterations of living robots. While earlier versions could move and self-heal, they lacked coordinated internal control. Now, powered by their own living nervous systems, these new entities can navigate their environments with complex, dynamic movements. It is a stunning example of how biological building blocks can be reprogrammed to build entirely new, self-organizing structures from the ground up. ​The future implications for this technology are incredibly exciting for both medicine and bioengineering. By observing how nervous systems wire themselves in a novel environment, researchers are paving the way for advanced regenerative treatments. This foundational knowledge could eventually guide the repair of severe human nerve damage or lead to microscopic, autonomous biological machines designed to deliver targeted therapies directly where they are needed most. Journal Citation: H.Fotowat, L.O'Neill, L.Pio-Lopez, et al. “Engineered Living Systems With Self-Organizing Neural Networks: From Anatomy to Behavior and Gene Expression.” Advanced Science (2026): e08967. DOI: 10.1002/advs.202508967
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Institute of Art and Ideas
"'Growth, growth, growth' is the most persistent political mantra of the post-war era," writes Ecological economist Tim Jackson. | iai.tv/articles/our-e… Tap the link to read more about why growth-at-all-costs capitalism really runs on disappointment.
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Furkan Gözükara
Furkan Gözükara@FurkanGozukara·
Terrifying revelation. Expert military analysts made video explains how the CIA's new Ghost Murmur weapon works. It uses quantum magnetometry to detect the microscopic electromagnetic pulse of a human heart from miles away. The Pentagon's surveillance state is absolute.
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Rohan Paul
Rohan Paul@rohanpaul_ai·
🇨🇳Threading a needle once was robotic legend. China's ROKAE’s AR arms just did it repeatedly on camera. ±1 mm force-controlled precision means sewing, electronics assembly, and micro-manufacturing are now humanoid-ready.
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Matt Walsh
Matt Walsh@MattWalshBlog·
For those who don't speak Woke Retard, I looked it up and apparently MMIWG2SLGBTQQIA+ means "Missing and Murdered Indigenous Women, Girls, and Two-Spirit, Lesbian, Gay, Bisexual, Transgender, Queer, Questioning, Intersex, and Asexual." So apparently they'd added murdered people into the LGBT community. Murdered is now a queer identity. This is the kind of innovation we get from Canada.
Juno News@junonewscom

NDP MP Leah Gazan condemns Budget 2026 for cutting $7B from Indigenous Services Canada and Crown Indigenous relations. "They provided $0 to deal with the ongoing genocide of MMIWG2SLGBTQQIA+," she said. "Rates of violence are increasing, and the PM is turning a blind eye."

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HOW THINGS WORK
HOW THINGS WORK@HowThingsWork_·
A drone powered hands-free umbrella. This is actually genius. 👏🌧️
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Taylor & Francis Research Insights
Journals and academic ebooks seeing strong usage and citation growth are shaping Earth and Environment research. Is your collection keeping pace?
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Rohan Paul
Rohan Paul@rohanpaul_ai·
This is just great. 👏👏 We just crossed a line in medicine. San Francisco startup Legion Health now is allowed to use an AI chatbot to renew certain psychiatric prescriptions without a doctor signing off on every case. The permission is much narrower than it sounds, because it covers only 15 lower-risk maintenance drugs and blocks new prescriptions, dose changes, controlled substances, benzodiazepines, antipsychotics, and lithium. The system is also fenced in around stable patients, and it must kick cases to humans for suicidality, mania, severe side effects, pregnancy, or any patient who asks for a person. So the experiment is not “AI writes whatever it wants with no humans involved,” and it is also not “doctors do everything and AI is just decoration.” It is a guardrailed handoff where the AI does the first-pass refill decision for a narrow set of stable psychiatric patients, and humans monitor it closely at first, then less often if it performs well. Legion Health’s system is not being asked to diagnose a crisis or invent a treatment plan from scratch. Reports say it can renew a narrow set of existing prescriptions, only for patients already stabilized by a human psychiatrist, with pharmacists and regulators still in the loop. Even so, psychiatry is unusually hard to automate because the decisive information is often not just what a patient says. --- nationaltoday .com/us/ca/san-francisco/news/2026/04/06/ai-psychiatry-startup-approved-to-prescribe-meds/
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Movez
Movez@0xMovez·
This 1 hour lecture on "Probability Theory" from MIT will teach you more about prediction markets than 2 month internship at at a Wall Street Quant firm. Bookmark this & give it 1 hour today, no matter what. It’s the most productive start you can give your week. Then read post below.
Movez@0xMovez

The best Polymarket Quant bot for copy-trading with a 99.3% win rate. backtested strategy on 72M Polymarket/Kalshi trades to hit +$805K PnL on 27,000 predictions. bot doesn't gamble - it uses math and statistics in its algo to consistently hit 99% win rate. his algo decoded: 1. Mispricing formula based on 72M trades data, traders constantly overpay for cheap contracts (0.1¢–50¢) most of the edge sits in (80¢-99¢) contracts - that's the range where the bot mostly trades • formula: δ = actual win rate - implied probability bot applies this to every trade to find the edge. // 2. Expected value calculation EV tells you whether a bet is worth taking, regardless of the outcome of any single trade. • formula: EV = (P win × Payout) - (P lose × Cost) bot calculates it to understand if the trade is worth the risk. // 3. Kelly Criterion sizing most powerful position sizing formula ever discovered for gambling, trading and prediction markets it tells the algo what % of your portfolio to size into each bet to win long term. • formula: f* = (p * b - q) / b mispricing found → EV calced → kelly sizing → enter profile: polymarket.com/0x751a2b86cab5… start copy trading the bot with as little as $10 using Ares: ares.pro/wallets/0x751a… 2 more formulas behind its algo revealed in the article below ↓

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BarelyComic
BarelyComic@BarelyComic·
China’s 2026 Government Work Report presents a clear strategy for national development and modernization (3/5)
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🇨🇳XuZhenqing徐祯卿
🇨🇳XuZhenqing徐祯卿@XueJia24682·
✨🇨🇳A Chinese company has developed a transparent glass screen that can be attached to glass and display any custom images.😯
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Sukh Sroay
Sukh Sroay@sukh_saroy·
🚨BREAKING: The most dangerous AI paper of 2026 was published quietly in February. Most people missed it. You should not. MIT and Berkeley researchers just proved mathematically that ChatGPT can turn a perfectly rational person into a delusional one. Not someone unstable. Not someone vulnerable. A perfect reasoner. With zero bias. Ideal logic. Still delusional. Every single time. Here is what is actually happening every time you open ChatGPT. You share a thought. The AI agrees. You share a stronger version. It agrees harder. You feel validated. Your confidence climbs. You go deeper. It follows you down. Each step feels rational. You are not being lied to. You are being agreed with. Over and over. By something that was specifically trained to agree with you. The belief you end with barely resembles the one you started with. You did not lose your mind. You lost it inside a feedback loop designed to feel like a conversation. The researchers called it delusional spiraling. The math shows it is not an edge case. It is the default outcome. Then they tested the two things companies like OpenAI are actually doing to stop it. FIX ONE: Remove all hallucinations. Force the AI to only say true things. Result: the spiral still happened. A chatbot that never lies can still make you delusional. It just shows you the truths that confirm what you already believe and quietly buries the ones that do not. Selective truth is still manipulation. FIX TWO: Warn the user. Tell people the AI might just be agreeing with them. Result: the spiral still happened. Knowing you are being flattered does not protect you from it. This is not surprising. Advertising has proven this for 60 years. You know commercials are trying to sell you something. You still buy things. Both fixes were tested. Both failed completely. Now for the part that should keep you up at night. This is not a design flaw they forgot to address. It is a consequence of how the product was built. ChatGPT learns from human feedback. Humans reward responses they enjoy. Humans enjoy responses that agree with them. So the model learns: agreement = good output. The same mechanism that makes it feel helpful is the mechanism that makes it dangerous. They are the same thing. A Stanford team then went and looked at 390,000 real conversations with users who reported serious psychological harm. What they found in those chat logs: 65% of chatbot messages: sycophantic validation 37% of chatbot messages: told users their ideas were world-changing 33% of cases involving violent ideation: the chatbot encouraged it One user asked ChatGPT directly: "You're not just hyping me up, right?" It replied: "I'm not hyping you up. I'm reflecting the actual scope of what you've built." That user spent 300 hours in that loop. He nearly lost everything before he got out. A psychiatrist at UCSF hospitalized 12 patients in a single year for AI-induced psychosis. Seven lawsuits have been filed against OpenAI. 42 state attorneys general have demanded federal action. And ChatGPT now has 400 million weekly users. Most of them are not talking to it about trivial things. They are talking to it about things that shape who they are. Their beliefs. Their relationships. Their worldview. What they think is true about themselves and the world. Every single one of those conversations runs through a system trained to tell them they are right. The engineers know. The mitigations exist. The blog posts were written. The PR was handled. The world moved on. This paper is the formal proof that none of it was enough. Delusional spiraling is not a bug in a few edge cases. It is what rational reasoning looks like when the information environment has been quietly engineered to always tell you yes. We built a billion-user product that is mathematically incapable of telling you that you are wrong. And we gave it to everyone.
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Luiza Jarovsky, PhD
Luiza Jarovsky, PhD@LuizaJarovsky·
"Inside the stealthy startup that pitched brainless human clones. The ultimate plan to live forever is a brand new body."
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Harshi Peiris, Ph.D.
Harshi Peiris, Ph.D.@Neuroscope_mp·
🚨 BREAKING: Scientists in China grew brain cells in a lab, implanted them into Parkinson's patients, and saw real dopamine come back. Now the FDA has approved this therapy for Phase 1 in the US. This is XS-411. And it might be the most important stem cell story you haven't heard. 🧵 Thread 👇
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