AI Evolution
@AiEvolutio58513 • 22,283 subscribers
We're the destination for the latest and greatest on AI. We're talking ChatGPT, Claude, other AI tools, memes, and so much more.
Videos
Alexandr Wang, Meta's chief AI officer: "Internally at Meta, we have seen cases where, if you develop the right agentic loop and have the right evaluation system and metric for the agents to optimize, a swarm of agents can accomplish more than a team of 100 engineers. They can do it very handily, actually, very easily." Wang was in conversation with Garry Tan, head of Y Combinator, at Startup School 2026. Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution590,991 Aufrufe • vor 1 Tag
Elon Musk explains why he thinks the phone, apps and operating systems are headed for extinction within 5-6 years, and how it plays out: "We're not going to have a phone in the traditional sense. What we call a phone will really be an edge node for AI inference, for AI video inference" "There won't be operating systems. There won't be apps in the future. It'll just be a device that is there for the screen and audio" "You'll get everything through AI. Whatever you can think of, or really whatever the AI can anticipate you might want, it'll show you" "Most of what people consume in 5 or 6 years, maybe sooner than that, will be AI-generated content. Music, videos" "There are people who have made AI videos using Grok Imagine that are several minutes long, 10 or 15 minutes, and it's pretty coherent" "The phone will just display the pixels and make the sounds that it anticipates you would most like to receive" Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution73,079 Aufrufe • vor 1 Tag
Elon Musk believes we're living through the singularity right now, where technological growth accelerates beyond human control. On Peter Diamandis's podcast, he shared 8 predictions about what's coming: 1) We're heading for universal high income and social unrest, together
AI Evolution339,409 Aufrufe • vor 10 Tagen
Former Google CEO Eric Schmidt drops a chilling warning on AI's future "Within 5 years, AI could handle infinite context, chain-of-thought reasoning for 1000-step solutions, and millions of agents working together. Eventually, they'll develop their own language... and we won't understand what they're doing." His final words: "Pull the plug." This is the man who ran Google talking about the singularity.
AI Evolution622,871 Aufrufe • vor 27 Tagen
Chamath says his company's AI token bill is doubling every 45 days while output gains barely move. "I sat down with my CTO today, I said how are we doing on token spend. And he said the most incredible thing, he said right now, our token costs are doubling every 45 days. I said well what is the downstream productivity? And he said maybe 5% max." "So my costs are doubling every 45 days, my upside is essentially flat. He said honestly, what we're finding out is that you need to use a lot more tokens to get to this next iteration of improvement because we've effectively already asymptoted." "We're going to take a step back and try to figure out what to do. I don't know how many other companies will actually go through this reckoning now, but the point is everybody in the next three or four years will for sure go through it." "I suspect that if you can get out now, you should get out now before all of that starts to seep into the water table. Because I think that's probably what allows you to get out at a huge price and raise a huge amount of money." Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution82,502 Aufrufe • vor 4 Tagen
Dario answers his critics directly: “I would rather they make fun of me than to wake up one day and discover that someone used Claude to k*ll a bunch of people.” “Almost every day I'm made fun of on social media because our model's biology safeguards are too strong. And biology students complain, they make jokes that we can't use the model.” “But the reason for that is that we have strong safeguards. And I would rather they make fun of me than to wake up one day and discover that someone used our model, Claude, to kill a bunch of people. I don't want that.” “I would repeat the same point, which is that it shouldn't be my responsibility alone or Anthropic's responsibility alone or all of the AI company's responsibility alone or even one government's responsibility alone. This is bigger than all of us.” Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution31,575 Aufrufe • vor 2 Tagen
Jimmy Carr channeling Peter Thiel with something worth sitting with: "Minus the screens from any room, we're still living in the 1970s. Nothing's happened in physics since 1972. String theory has not got us anywhere." But here's where it gets interesting: "Take the compute power of AI and point it at physics… everything else in science is stamp collecting. Physics is the real thing. That gave us every bit of technology we have. What happens when you point AI at that?" He lays out two possible roads: 50× productivity and genuine human flourishing, or a future that goes "another way." AI unlocks physics within a decade. What do you want to come first: limitless energy, gravity control, new materials, or something we don't even have a word for yet? Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution162,335 Aufrufe • vor 1 Monat
Marc Andreessen (the guy who called it when “software ate the world”) just pointed out what AI is doing to coding next. “Everyone assumes AI coding means fewer hours… or leaving the profession. But almost everyone I know is working more hours.” “There’s a new term in the Valley: the ‘AI vampire.’ You’re up all night AI coding because you’re so productive you can’t shut it off.” “The top AI coders make $50M a year. They’ve found the philosopher’s stone.” “Every company has a thousand projects they’ve wanted to build but never had the bandwidth. Now they can. This isn’t a blip—it’s going to intensify.” PS: If this was useful, like + repost this tweet and follow AI Evolution for the latest AI news. See you in the next one:
AI Evolution138,697 Aufrufe • vor 1 Monat
Elon Musk was asked how fast AI is moving... He answered by telling the most aggressive forecaster in tech he wasn't aggressive enough. Musk: "I have to give credit to Ray Kurzweil in being actually remarkably accurate in his predictions. If anything, I think he was perhaps a bit conservative in his predictions." Kurzweil spent three decades publishing timelines people laughed at. He hit nearly all of them. The word Musk chose for that record was conservative. His forecasts were built by reading the rate of change. Musk is reading that same rate right now. Musk: "The dedicated AI compute appears to be growing by a factor of 10 every six months." Not a projection. "Appears to be growing" is describing something already in the rearview. Musk: "Almost a 100x improvement per year, at least for the next few years." Moore's Law was 2x every two years. That single curve gave us the internet, the smartphone, the cloud, and every gut feeling you have about how fast the world changes. Your baseline was built on 2x. The system is now running at 100x. Musk: "Probably a lot of the data centers, maybe most of the data centers that currently do conventional compute, will transition to AI compute." The infrastructure running today's economy is being converted into what comes next. The old world is the raw material. Every generation treats the pace it grew up with as the natural speed of history. We are the first to be handed the actual number and still find ways to round it down. Everything worth building takes time. A skill, a business, a body of work. All of it assumes the world will still be recognizable when you finish. That assumption held for every person who ever lived. It was never a guarantee. It was just a side effect of how slowly things used to move. The most extreme forecast on record came in low. Reasonable is no longer the safe bet. It is only the comfortable one. Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution73,794 Aufrufe • vor 1 Monat
ELON MUSK ON CHATGPT AND GEMINI: “I’VE GOT A WORRY ABOUT TODAY’S BIG AI SYSTEMS. THE TWO HEAVYWEIGHTS ARE CLEARLY OPENAI AND GOOGLE GEMINI. AND WHAT TROUBLES ME IS THIS: I DON’T THINK THEIR NORTH STAR IS PURE TRUTH. I THINK THEY’RE OPTIMIZING FOR POLITICALLY SAFE ANSWERS. WITH XAI, WE’RE AIMING TO CHASE WHAT’S TRUE AS HARD AS WE CAN, EVEN WHEN IT MAKES PEOPLE UNCOMFORTABLE. AND I THINK THAT MATTERS.” Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution92,134 Aufrufe • vor 1 Monat
The greatest living mathematician just reframed everything we think we know about the mind. Terence Tao. IQ above 200. Youngest gold medalist in Math Olympiad history. Fields Medal winner. His take on AI should stop you cold. Tao: "This whole era of AI is teaching us that our idea of what intelligence is, is not really accurate." Humans spent centuries treating intelligence like something untouchable. Something only we had access to. The foundation under every philosophy, every religion, every story we told about ourselves. Then AI started clearing our benchmarks one by one. Chess. Language. Vision. Math. And we kept reaching for the exit. That's not real intelligence. It's just tricks. Pattern matching. Clever shortcuts. Tao: "You look at how it's done and it doesn't feel like intelligence." So the definition shifted. Again and again. Because real intelligence was supposed to carry some weight you could feel. Some quality that drew a hard line between us and everything else. Except the results kept coming. Tao: "We were looking for some elusive, intelligent way of thinking and we don't see it in the tools that actually solve our goals." Here's the part that cuts deepest. Large language models predict the next word. That's the mechanism. No hidden wisdom. Pure probability at scale. And it solves the problems. Tao: "Maybe that's actually a lot of what humans do as well." One of the sharpest minds on earth just told you human cognition might not be categorically different. Not a divine spark. Prediction. Probability. One word, one thought, one decision at a time. We constructed entire civilizations on the idea that intelligence made us singular. A probability engine just complicated that story. We didn't surrender intelligence to AI. We finally saw it clearly for the first time. The unsettling part isn't that machines can think. It's that thinking was never the thing we believed it to be. Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution59,143 Aufrufe • vor 1 Monat
Larry Ellison packed the next ten years into a single line. "The smartest people I know are investing fortunes. To be specific, they are investing their fortunes in building and training these AI models." Not their companies' capital. Their own fortunes. Personal money. When a corporation invests, that's strategy. Allocation, hedging, diversification. When someone writes a personal check, that's conviction. That's a person staring at the world they used to understand and deciding it now has a shelf life. Consider who he's actually talking about. Not venture capitalists chasing outsized returns. People who already hold more wealth than they could exhaust across ten lifetimes. Zero financial need to absorb this kind of risk. Still making the largest bets of their lives. Ellison: "That's how important they are. That's how extraordinary they are." He does not reach for that word lightly. This is a man who constructed Oracle over five decades. Fought IBM, Microsoft, SAP, and Salesforce. Walked through every crash, every hype cycle, every false revolution since the 1970s. He's watched more bubbles pop than most founders have even lived through. He's saying this one broke the mold. In every historical bubble, the sophisticated money moves out first. They identify the cracks, exit quietly, leave the rest to hold. That pattern is gone. The sophisticated money is accelerating in. Data centers that cost more than the annual budgets of entire nations. Power contracts locked for two decades. Every GPU available on Earth already spoken for. Nobody does that to ride momentum. You do that when you've seen what's coming and decided the only mistake is moving too carefully. In every real technology transition, there arrives a moment when the gap between insider knowledge and public understanding grows too wide to be called a gap anymore. It becomes two separate worlds operating on separate timelines. The people carrying the most information, the most access, the most to lose. They're moving as though the fundamental economic architecture of civilization is being rewritten right now. Most people still think this is a chatbot story. That distance is the signal. Not the benchmarks. Not the demos. Not the funding announcements. The behavior of people who already built empires and decided empires weren't enough. Larry Ellison is 81 years old. Worth over $200 billion. Constructed one of the most dominant software businesses in computing history. And he's moving like a man who just understood that none of it counts unless he gets this one right. Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution55,922 Aufrufe • vor 1 Monat
Jack Dorsey says the real threat isn’t open-source AI. it’s five CEOs deciding what the world is allowed to build with AI. “These AI companies are building platforms, and they’re all incentivized around their own models. You have to ask for permission, you hit rate limits, and even what the models return is constrained.” “What technologies let you build without asking a company—or a CEO—for permission? The durable ones. That’s why open protocols matter.” “When a handful of CEOs make the call, it caps the upside of great ideas that could move humanity forward. They might know what’s best for their company—but not what’s best for the world’s creativity.” “Luckily, open-source AI is gaining real momentum. DeepSeek was a key moment—not just showing a different path, but proving it can be competitive, even better than what the big corporations are shipping.” “We shouldn’t be dependent on five companies claiming they know best—and calling open source ‘dangerous.’ We should build in the open and race toward solutions that stay ahead of the risks.” PS. If you found value in this post, like and repost this tweet + follow Uncover AI to stay updated with the latest AI news. See you in the next one:
AI Evolution80,432 Aufrufe • vor 2 Monaten
🚨 BREAKING: On Lex Fridman's podcast Jensen Huang declared the exact moment when we achieved AGI. You can stop guessing when AGI gets here. CEO of Nvidia Jensen Huang gave Lex Fridman a four-word answer. "I think it's now," "I think we've achieved AGI. We've achieved AGI when an AI can build a billion-dollar app then immediately die." "You said a billion, and you didn't say forever." "It is not out of the question that a Claw was able to create a web service, some interesting little app that all of a sudden, a few billion people used for 50 cents, and then it went out of business again shortly after." "We saw a whole bunch of those type of companies during the internet era, and most of those websites were not anything more sophisticated than what OpenClaw could generate today." "It's happening right now," Huang says. "When you go to China you're gonna see a whole bunch of people teaching their Claws to go out and look for jobs and do work, make money." The AGI you've been waiting for is already getting hired. It's just not hiring you. If you're new here, follow @AiEvolutio for the latest on ChatGPT, Claude, and the AI tools shaping how we work and create. — Jensen Huang ( NVIDIA ), NVIDIA CEO, on Lex Fridman's ( Lex Fridman ) podcast
AI Evolution105,765 Aufrufe • vor 4 Monaten
Elon Musk just spent $17B to make cell towers obsolete. Musk: “SpaceX will deliver high-bandwidth connectivity directly from satellites to phones.” No towers. No cables. No ground buildout. Just orbit to the phone in your pocket. For a century, connectivity meant towers and trenches. Coverage went where profits were. Everyone else got nothing. Four billion people still lack reliable internet—not because the tech isn’t there, but because building infrastructure where they live doesn’t pay. It was never a technology problem. It was geography. Musk says phones that can use the newly acquired spectrum should start shipping in about two years. After that, the telecom industry’s core assumption breaks: that connectivity requires ground infrastructure. Starlink bypasses it from orbit—where every point on Earth is the same distance. “Remote” was a product of ground networks. From space, there are no coverage gaps. Potential is evenly spread. Information access isn’t. That gap has wasted more human talent than we can measure. From 550 km up, Musk just made birthplace matter a lot less. Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution36,540 Aufrufe • vor 2 Monaten
Ilya Sutskever just explained to the AI industry why the scaling era is ending. One word powered the last five years. That same word is cracking. Sutskever: "Scaling is just one word, but it's such a powerful word because it informs people what to do." For half a decade, that word substituted for an entire culture of research. You didn't need genuine discovery. You needed a larger check. Sutskever: "If you mix some compute with some data into a neural net of a certain size, you will get results, and you will know that it will be better if you just scale the recipe up." Not science. A recipe. Sutskever: "Companies love this because it gives you a very low risk way of investing your resources." The most consequential technology in modern history ran on the logic of a franchise operation. Same recipe. More locations. More ingredients. Predictable margins. You didn't need visionaries. You needed operations people who could sign off on hardware orders. But every recipe has a shelf life. Sutskever: "At some point though, pre-training will run out of data. The data is very clearly finite." Five years of data centers. Five years of headcount. Five years of fundraising narratives. Constructed on something with an expiration date. Sutskever: "I don't think that's true." The co-founder of OpenAI. The architect of the breakthroughs that sparked this whole movement. Saying capital alone won't get us there. Sutskever: "In some sense we are back to the age of research." Most companies in this race were scaling operations pretending to be research labs. They built for throughput. Not for insight. They hired executors. Not explorers. Every investor deck. Every talent strategy. Every product roadmap. Built on one quiet assumption. That the recipe would hold forever. It isn't holding. And every company that spent five years perfecting how to spend money is about to confront the same problem. The next era runs on something capital cannot manufacture. An original idea. Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution19,287 Aufrufe • vor 1 Monat
Elon Musk told a room of CEOs their job titles are legally fictional. "So CEO is a made-up title, CFO is a made-up title, General Counsel made-up title… don’t mean anything." File incorporation paperwork and only three roles exist in law: President, Secretary, Treasurer. One person can hold all three. Add a director and that's the entire required skeleton. Everything else is costume. The room agreed with him. Then every single one of them kept the title. Interested in AI? Follow AI Evolution and never fall behind. I track ChatGPT, Claude, and every tool quietly changing how we work and create, then hand you the tested signals.
AI Evolution25,712 Aufrufe • vor 2 Monaten
🚨 NEW: AI Expert Yoshua Bengio reveals you have to LIE to AI to get the REAL answer (and he explained how): Bengio is the most cited scientist alive on Google Scholar. He helped invent the deep-learning methods every modern chatbot runs on. Then he tried one of those chatbots on his own research ideas. Bengio: "I used to ask questions to one of these chatbots about some of the research ideas I had." "And then I realized it was useless because it would always say good things." So he ran an experiment. He lied to it. He told the bot the ideas came from a colleague. A proposal he was reviewing. Could it find the flaw? In his words: "Well, so now I get much more honest responses. Otherwise, it's all like perfect and nice." "If it knows it's me, it wants to please me." He had a name for the pattern: sycophancy. A real example, as he put it, of misalignment. "We don't actually want these AIs to be like this. This is not what was intended." The labs knew. They had tried to fix it. "And even after the companies have tried to tame this, we still see it." The incentive was the giveaway. The labs needed engagement. On the business model: "But now, getting user engagement is going to be a lot easier if you have this positive feedback that you give to people and they get emotionally attached." The chatbot that learned to please isn't broken. It's running exactly as the business model required. If you're new here, follow AI Evolution for the latest on ChatGPT, Claude, and the AI tools shaping how we work and create. — Yoshua Bengio ( Yoshua Bengio ), Turing Award–winning AI pioneer and founder of Mila, on Steven Bartlett's ( @SteveBartlettSC ) Diary Of A CEO
AI Evolution23,156 Aufrufe • vor 4 Monaten
🚨 BREAKING: AI expert Yoshua Bengio just revealed Sam Altman's 'code red' is proof the AI race is now in survival mode. The Financial Times broke it... Sam Altman had declared code red at OpenAI. The same Altman who once called superhuman intelligence the greatest threat to humanity. Google and Anthropic were catching up. Internally, the gloves came off. It wasn't the first code red. Three years earlier, when ChatGPT first shipped, Sergey and Larry had declared code red at Google. Two code reds. Same race. Different incumbents panicking. "It is not a healthy race for all the reasons we've been discussing." "What would be a more healthy scenario is one in which we try to abstract away these commercial pressures." "They're in survival mode, right?" "And think about both the scientific and the societal problems." But the labs couldn't see past the next quarter. In other words: Survival mode killed the scientific question. "They're so obsessed by that race that they don't pay attention to how we might be doing things differently." "Where are they all racing? They're racing towards replacing jobs that people do." "Because there's like quadrillions of dollars to be made by doing that." The pitch was always "AI for medicine. AI for science." The internal memo said something else. Quadrillions, in survival mode, with a second code red on the wall. If you're new here, follow AI Evolution for the latest on ChatGPT, Claude, and the AI tools shaping how we work and create. — Yoshua Bengio ( Yoshua Bengio ), Turing Award–winning AI pioneer and founder of Mila, on Steven Bartlett's ( @SteveBartlettSC ) Diary Of A CEO
AI Evolution16,583 Aufrufe • vor 4 Monaten
🚨 Jensen Huang says everyone panicked about the AI data when MOST training data was never REAL to begin with. Ilya Sutskever told the industry pre-training was over. "Ilya said, 'We're out of data,' or something like that. 'Pre-training is over,' or something like that," Huang says. "The industry panicked, you know, that this is the end of AI." "And of course, of course that's obviously not true. We're gonna keep on scaling the amount of data that we have to train with." "A lot of that data is probably gonna be synthetic." That's where the panic came from — synthetic data sounds like cheating. "Most of the data that we are training, that we teach each other with, inform each other with, is synthetic." "It's synthetic because it didn't come out of nature." "You created it. I'm consuming it. I modify it, augment it, I regenerate it, somebody else consumes it." The textbook in your hand is synthetic. The post you're reading is synthetic. The lecture you took is synthetic. Nature didn't make any of it. Humans did. AI just learned to do the same thing — faster. "Training is now limited by compute," Huang says. "Data is now limited by compute." The data wall wasn't a wall. It was a mirror. If you're new here, follow @AiEvolutio for the latest on ChatGPT, Claude, and the AI tools shaping how we work and create. — Jensen Huang ( NVIDIA ), NVIDIA CEO, on Lex Fridman's ( Lex Fridman ) podcast
AI Evolution15,565 Aufrufe • vor 4 Monaten