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A≠A “problematic” “irrelevant” “joy to read”

Joined November 2014
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ive been giggling at the meow in unison for like 5 mins
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ChatGPT has now a big problem. Researchers at Oxford exposed a massive threat to large language models.” It’s called "Model Collapse." And it explains why the internet is about to become a toxic waste dump for Large Language Models. Right now, AI companies are scraping the entire web to train their next-generation models. But there’s a massive problem. The internet is no longer just human data. It is rapidly filling up with AI-generated text, images, and code. What happens when an AI trains on data generated by another AI? A new paper in Nature just gave us the answer. And it is terrifying. When AI models are recursively trained on AI-generated data, they suffer from irreversible brain damage. The researchers found that the model starts forgetting the "tails" of the original data distribution. The rare, weird, unique, and complex human nuances completely disappear. It's like making a photocopy of a photocopy. Every generation loses resolution. The output gets flatter, blander, and more generic, until the model completely collapses in on itself. For years, we thought the biggest bottleneck for AI was compute, getting enough H100 GPUs from Nvidia. This paper proves the real bottleneck is us. If we keep flooding the internet with synthetic AI slop, we will poison the very data pool required to build smarter models. The ultimate irony? We thought AI was going to make human creators obsolete. Instead, this research proves that verified, genuine human data is about to become the most valuable commodity in the tech industry.
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Few people will realize this until it's too late. I've experienced first hand the hollowing out of my brain by LLM use. Use. Your. Own. Brain. Do things by hand or by reading yourself. Thank me later.
ChatGPT has now a big problem. Researchers at Oxford exposed a massive threat to large language models.” It’s called "Model Collapse." And it explains why the internet is about to become a toxic waste dump for Large Language Models. Right now, AI companies are scraping the entire web to train their next-generation models. But there’s a massive problem. The internet is no longer just human data. It is rapidly filling up with AI-generated text, images, and code. What happens when an AI trains on data generated by another AI? A new paper in Nature just gave us the answer. And it is terrifying. When AI models are recursively trained on AI-generated data, they suffer from irreversible brain damage. The researchers found that the model starts forgetting the "tails" of the original data distribution. The rare, weird, unique, and complex human nuances completely disappear. It's like making a photocopy of a photocopy. Every generation loses resolution. The output gets flatter, blander, and more generic, until the model completely collapses in on itself. For years, we thought the biggest bottleneck for AI was compute, getting enough H100 GPUs from Nvidia. This paper proves the real bottleneck is us. If we keep flooding the internet with synthetic AI slop, we will poison the very data pool required to build smarter models. The ultimate irony? We thought AI was going to make human creators obsolete. Instead, this research proves that verified, genuine human data is about to become the most valuable commodity in the tech industry.
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This is what CBT can teach you. You can literally learn this. It rules. Your life becomes so chill.
i love people like this so much my husband is exactly like this and i think it’s probably the biggest reason i married him
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There's a saying on American social media: "Be the American that Japanese people think you are." I'm Japanese. I've lived in Tokyo my whole life. So let me tell you what we actually say about you, when you're not in the room. "When someone falls down on the street, we pretend not to see. We're protecting their pride. Americans run straight at them. They don't care about the pride. They care about the knee." (Office worker, 38) "An American will stop four lanes of traffic for a family of ducks. And then everyone in the cars claps for the ducks." (Taxi driver, 61) "If you lend an American a pen, you will never see it again. If you need a kidney, they'll ask your blood type." (Nurse, 45) "At kids' soccer games, they cheer when the other team's kid scores. The other team's parents look confused. Then they cheer too." (Youth soccer coach, 52, lived one year in Ohio) "A man sneezed on a bus in Chicago. Eleven strangers said 'Bless you.' He said 'thank you' eleven times. Nobody on that bus thought this was strange." (University student, 21) "At an airport in Texas, I watched a soldier try to pay for his lunch. The cashier said someone already had. He asked who. She said, 'Somebody who didn't want you to know.'" (Retired teacher, 70) "American fathers cannot braid hair. But they will watch a video at midnight for an hour so their daughter's hair looks right on picture day." (Hair stylist, 33) "I ran the Chicago Marathon once. Strangers stood in the cold for hours holding signs for people they will never meet. At mile 20, a man I'd never seen read the name off my bib and screamed it like he'd raised me." (Runner, 48) "When Americans get lost, they ask a stranger. If the stranger is also lost, they become a team." (Tour guide, 39) "They ask the waitress her name. And then they remember it." (Restaurant owner, 66) And one more. From my father. He's 76. He doesn't say much about anything. This is the longest thing I have ever heard him say about another country. "Every time something terrible happens in America, I watch the news, and I look for one thing. The people running toward it. There are always so many." So, America. You don't have to become the Americans we think you are. We're not imagining you. We're remembering you.
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Claude / Chat will be $2,000+ per month to get the full capabilities. In college Ubering home from the bar literally cost $2-3 and now that ride is $50-60. The VC money ultimately demands a return.
JUST IN: Replit CEO Amjad Masad warns users of subsidized AI subscriptions to "get ready to get rug pulled" as companies face unsustainable operating costs.
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kinda impressive how much you have to hate women to get mad at the way the copilot handled this while the pilot was apparently praying with closed eyes
“Holy f*ck, we’re out of time” Heart crushing ATC audio captures the moments before a Learjet 60 crashed in Palm Beach County, Florida, killing all 9 souls on board. VIA: @thenewarea51
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Misa retweeted
Using a stick of RAM to stir my coffee this morning, fuck you, Sam Altman
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No soy fan de Tucker Carlson; me parece que sus posiciones políticas rayan en la ultraderecha en algunos casos. Pero es un periodista muy bien conectado e inteligente. Si esto es cierto, estaríamos ante un escenario catastrófico global. Ojalá sea solo rumor y no una señal temprana de la locura que permea en algunos círculos de Washington. La locura.
Under pressure from Israeli prime minister Benjamin Netanyahu, the Trump administration may be within days of launching a nuclear strike on Iran. The target would be Pickax Mountain in central Iran, where Israeli intelligence claims the Iranian government has restarted its nuclear enrichment program. No conventional weapon in the American arsenal can penetrate 300 feet of solid granite to destroy the tunnels where enrichment is supposedly taking place. The only military option is a nuclear strike. Netanyahu has been pushing hard for one. “Bibi calls Trump about it every day,” says an informed observer. Netanyahu is cornered and desperate. After last week’s election results, he can’t form a government unless Trump intervenes directly in Israeli politics and brokers a deal with other parties that gives Netanyahu 61 seats in the Knesset. Otherwise, he is out as prime minister and on his way to ignominy, investigations and possibly jail. Netanyahu must stay close to Trump. He needs this war. To that end, he’s applied maximum pressure to his closest allies in the administration, including Secretary of Defense Pete Hegseth and CENTCOM commander Brad Cooper. Both oppose a negotiated settlement to the war they’ve so grievously mismanaged; both are pushing to restart major combat operations. Secretary of State Marco Rubio and CIA director John Ratcliffe are also following Netanyahu’s lead, as are leaders of the Democratic Party. In a recent meeting on the subject, former president Barack Obama said he opposes the current Iran peace deal being drafted in Doha. The rest of America’s longtime allies in the Middle East are terrified by the prospect of more war. On September 27th, Netanyahu flew secretly to Abu Dhabi to enlist the UAE in his lobbying effort for a final attack on Iran. The Emiratis refused. After eight months of conflict, Gulf economies are teetering. So are global energy and fertilizer markets. They won’t recover soon. Globally, there are a total of about 850 supertankers used to transport oil from producers to the rest of the world. In October alone, 11 of them were badly damaged in Hormuz. At this pace, a global depression is imminent. A nuclear strike would radically accelerate the destruction. Fallout from a ground explosion at Pickax Mountain would contaminate the Persian Gulf, poisoning the water supply for 100 million people. And those are just some of the immediate consequences for the region. The rest of the world is every bit as exposed. No country other than the United States has ever used a nuclear weapon in war. Some would like to. An American nuclear attack on Iran would set a new precedent. The Russians have already told at least two other governments that an American nuclear strike on Iran would free them to use nuclear weapons against Ukraine. Pakistan and India would be tempted to do the same against each other, as would North Korea against Seoul. After the first nuclear strike, World War Three is inevitable. That war would be short and final. We’ve been sleepwalking toward this moment for months. Since February, the administration has quietly rewritten America’s nuclear doctrine to make first use of so-called “battlefield nukes” easier and therefore more likely. No one in Washington in either party seems bothered by this. Now we’re on the brink of it. Close observers say Trump is likely to decide by next weekend whether or not to use nuclear weapons. That would be November 7, six days from now. To his credit, he’s hesitating. At the moment, Trump is listening to his vice president, JD Vance, and to his envoy and friend Steve Witkoff, both of whom argue a deal with Iran can be made. They’re right, though it won’t be simple. The Iranians are famously frustrating to negotiate with under any circumstances, and elements of that government have become more radical since Ayatollah Ali Khamenei and his family were killed in February. After decades of isolation, even relatively moderate Iranian leaders seem confused by how decisions are made in the West. (There is a widespread belief in Tehran, for example, that the United States government controls Israel.) But overall, people who have spoken to decision-makers in Iran say there is consensus there that more war is bad for everyone and a deal is worth making. One group that hasn’t been consulted so far is the global population — the hundreds of millions of people who will be killed along with their children if Trump is pushed by Netanyahu into launching a nuclear strike next week. Now would be the time for them to speak up.
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if you work on this kinda shit you probably should be ostracised from society and maybe imprisoned or worse ngl this is absolute traitor-to-the-human-species shit
Purdue University's IDEAS Lab built an autonomous drone that tracks runners through dense forests completely without GPS or cloud networks. By running 3D LiDAR mapping and obstacle-avoidance AI entirely on-chip, it can weave under tree canopies and predict target movement through blind spots in real time. Massive implications for next-gen search & rescue and edge AI.
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まるまるずかんなの!?
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I repeat: Pro-extinctionism is ubiquitous in Silicon Valley, embraced and promoted by some of the most powerful people in the world--individuals who are actively determining our collective future. For tons of examples, see my article below:
STUNNING: Elon Musk is backing away from being a humanity-first "speciesist." 😱 He's warming up to Larry Page's view that AI should run the future: "There've been a few times where I've thought, 'yeah, maybe Larry Page was right'... I hope the AI is nice to us."
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Misa retweeted
ที่สวนสัตว์ซานดิเอโก ในระหว่างการบรรยายโดยผู้ดูแลสวนสัตว์นักท่องเที่ยวเริ่มมารวมตัวกันหน้ากระจกเพื่อชมตัวนากให้ชัดชึ้น ในตอนนั้นเอง แม่นาก ตัวหนึ่งเดินเตาะแตะเข้ามาและอวดลูกน้อยของมันอย่างภาคภูมิใจ ไม่กี่วินาทีต่อมา พ่อนากก็เข้ามาสมทบด้วย แต่เนื่องจากไม่ได้มีลูกน้อยให้อุ้ม มันจึงโชว์ก้อนหินก้อนเล็กแทนราวกับมันเป็นของมีค่าที่พิเศษมาก และนั่นก็ทำให้ผู้ชมต่างอมยิ้มในความน่าของพ่อนากไม่แพ้กัน ในขณะที่ผู้ดูแลได้อธิบายว่า ตัวนากในบางครั้งก็ผูกพันกับสิ่งของต่าง ๆ รอบตัวมัน อย่างเช่นก้อนหินมีค่าก้อนนี้ที่มันอยากโชว์ใหักับผู้คนได้เห็น
Readers added context they thought people might want to know
เรื่องนี้เป็นเนื้อหาไวรัลที่แพร่หลายไม่มีหลักฐานยืนยันจากสวนสัตว์ซานดิเอโกอย่างเป็นทางการ ภาพประกอบถูกระบุว่าเป็น AI generated ในหลายแหล่ง newsbreak.com/maxine-3456341… instagram.com/p/DYIgKdajPld/
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Young people actively hate AI. My two younger daughters are 19 and 18, both at universities - one in the UK the other in Italy. Through them, I happen to know quite a few kids their age. And ALL OF THEM seem to universally hate AI. To them it's "something old people invented that we now have to deal with... as if climate change wasnt enough" AI is cringe. When they introduce me to their friends, they literally say "heyya, meet my dad, he's a software engineer but nonono, NOT IN AI, dont worry, hahah". They hate it for flooding their social feeds with slop, ruining music, taking phone scams to the next level, also destroying careers & devaluing their hobbies - why become an architect, this skill is about to become worthless? Why learn a musical instrument if session musicians are already obsolete? The outcome is interesting, though - they're spending less and less time on public social, meeting up IRL, moving their online lives into private group chats with actual verified friends. TikTok and Reels are increasingly cringe-something for old dudes. Which, I guess, might be a net positive after all...
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Language models (LM) have compressed pretty much all open-source codebases humans have ever written in their weights which makes LMs solve problems that are well represented in those codebases, simply by surface level remixing, but people confuse that feat with intelligence.
Lets not forget that an LLM can write code so fast today only because of the trillions of lines of code that were written by hand and released as open source. Try writing COBOL, ALGOL, or Eiffel with an LLM, where the training corpus is minimal, and then tell me.
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I just realized something. The entire Ai bubble that's ongoing... It's just Theranos, again. There's tech bros telling us their magic tech can do everything, but it can't actually do anything except look like it can.
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In America it is legal to murder up to 49 people as long as you do it with AI
So under Anthropic's bill, Anthropic can kill 49 people and steal up to a billion dollars before anyone can legally stop them
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Misa retweeted
For real never kill your self
Nicolas Cage and Antonio Banderas will be the leads of ‘TRUE DETECTIVE’ Season 5. Filming begins next year.
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Tech journalist Paris Marx says tech companies' claims of "superintelligence" are "a mix of science fiction and delusion on the part of the people who are running these companies," as well as a "very effective way to distract from the real harms that we're seeing."
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Ben Affleck says AI is simply matrix multiplication, linear algebra and floating point calculations, and however convincingly it sounds like a person, it has nothing to do with thought, humanity or feeling “Nor do I believe, and I think it’s important to draw the distinction between what AI does, which is simply predict the next token or the next word in a sentence, then add that word on, run it back to the machine, do a lot of computation and pick the next word." "That is a very different thing than sentience or thought. And I think we need to be really clear about that because it can be convincingly, in an illusory way, sound like thought or like a person." "But let’s be real clear. This is matrix multiplication. This is linear algebra. These are floating point calculations. It has nothing to do with thought, humanity, or feeling.”
Ben Affleck reveals he writes Python, understands convolutional neural networks, worked extensively with GPUs, and used his celebrity status to get private looks at Google and OpenAI’s video models “I’ve always been kind of into computers since I was young. Then, when film started to move from analog film to digital, I became more interested in that aspect of it. The visual-effects workflow for many years has included machine learning, so I can write pretty shitty Python scripts and stuff like that. “With convolutional neural networks, which were the precursors to what the transformer can do, which is much more computation simultaneously, you would do things like look at what’s called a tensor. That’s the numerical translation of a visual image in numbers, like the batch number, the frame number and the red, green and blue values of each pixel in each frame. It’s just that simple. That numeric is called a tensor. “You’d use a convolutional neural network to identify patterns that reveal what’s called edge detection or feature extraction, which is identifying patterns well enough to know, this is where the window ledge is, so we can more easily take the green-screen image out and replace it with something. “That was familiar to me early on because, prior to Artists Equity, I had a small visual-effects company. I’ve worked with GPUs a lot too. The visual-effects guys said, ‘Hey, you should see. There are a couple: Google and this other company, OpenAI, are doing really interesting stuff with transformers in video.’ “I’ve learned that I can actually just call up and go, ‘Hey, it’s Ben Affleck. Can I come see what you’re doing?’ Sometimes people say yes, to my astonishment.”
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