Загрузка видео...

Не удалось загрузить видео

На главную

Andrej Karpathy hasn't typed a line of code since December. Not because he retired. Not because he switched careers. Because his AI agents do it all now. The former head of Tesla Autopilot, the person who literally wrote the textbook on deep learning, says his workflow flipped from 80%...

11,067 просмотров • 1 месяц назад •via X (Twitter)

Комментарии: 0

Нет доступных комментариев

Здесь появятся комментарии из оригинального поста

Похожие видео

Mark Zuckerberg just described the obsolescence of every institution on Earth and delivered it like a product update. Zuckerberg: “I just think in the future almost everyone is gonna have the power of a 10,000-person organization.” He did not say better tools. He did not say smarter apps. He said the full cognitive output of ten thousand human beings. Packaged into a product. Handed to one person. That is not an upgrade. That is the end of the reason human beings organize at all. Companies exist because one brain is not enough. Governments exist because coordination requires hierarchy. Universities exist because knowledge demands infrastructure. Every institution ever built was a workaround for the same limitation. No single person could do it alone. Zuckerberg is telling you that limitation is about to disappear. The 500-person startup becomes one founder and an AI stack. The law firm becomes one attorney and a system that never sleeps. The hospital becomes one doctor carrying every specialist in their pocket. That is not speculation. That is a deployment schedule. And the man writing it runs a 70,000-person company. He employs 70,000 people and just told the world one person will soon need none of them. That is not a prediction. That is a confession from the man who will be first to act on it. But the part nobody is discussing matters more. This technology does not land on everyone equally. It lands first on the people who already command 10,000-person organizations. Zuckerberg does not get the power of 10,000 people. He already has that. He gets the power of 10,000 organizations. Every revolution in history was sold as liberation. The printing press was supposed to democratize knowledge. It built media empires. The internet was supposed to democratize commerce. It built trillion-dollar platforms. The tool always arrives as liberation. It always settles as leverage. And leverage always consolidates upward. Zuckerberg is not wrong about the capability. One person will do what ten thousand once did. But the question nobody is asking is the only one that matters. If everyone wields the output of 10,000 people, what is a single person actually worth? And then Zuckerberg answered his own question without realizing it. Zuckerberg: “If the intelligence of a 10,000-person company is not greater than the intelligence of a single person, then what are we doing here?” He meant it as a case for AI. That is the most brutal thing a CEO has ever said about the people who work for him.

Dustin

54,061 просмотров • 3 месяцев назад

Beethoven could not hear the music he wrote. At the age of 28, he realized he was no longer able to listen to a flute being played in the distance, and he spent the rest of his life composing the most enduring music in Western history in almost complete silence... He had been a working musician since childhood. His ears were everything. In 1798, in the middle of a heated argument with a singer, he noticed for the first time that something was wrong. The sound was thinning at the edges. He could hear voices, but high frequencies were beginning to disappear. He told no one for years. By 1802, the truth was no longer deniable. On his doctor's advice he moved to Heiligenstadt, a quiet village outside Vienna, hoping the country air would help. It did not. There, alone and surrounded by farmland, he wrote a letter to his two brothers that he never sent. It was found among his papers after his death. We now call it the Heiligenstadt Testament, and it is one of the most devastating documents ever written by an artist about himself: "You men who think or say that I am malevolent, stubborn or misanthropic, how greatly do you wrong me. You do not know the cause of my seeming so... what a humiliation, when one stood beside me and heard a flute in the distance and I heard nothing, or someone heard the shepherd singing, and again I heard nothing." He wrote, in the same letter, that he had thought of ending his life. And then he wrote the line that explains everything that followed: "Only my art held me back. It seemed impossible to me to leave the world before I had produced everything I felt called upon to produce." He went back to Vienna. He went on composing. Over the next two decades his hearing continued to fade. Friends began writing their words down in small notebooks instead of speaking them aloud, and waiting while he read. Modern scholars call these the conversation books. Around four hundred of them survive. To compose, he developed his own methods. He bit one end of a wooden rod and pressed the other against the soundboard of his piano, letting the vibrations travel through his jaw to his inner ear. He had stumbled, through trial and error, onto the principle that modern science calls bone conduction. The cause of his deafness has never been settled. What we do know is this: he realized he was losing his hearing at twenty-eight, and he could have stopped. He wrote the letter, he held the thought of dying in his hand, and then he put down the pen and went back to work. Most of what he is remembered for was composed after that moment: The Fifth Symphony. The Seventh. The Ninth. The Missa Solemnis. The late quartets. All of it was made by a man who could no longer hear most of what he was writing. There are people who give the world what they receive, and there are people who give the world what they were never able to receive. The most enduring beauty in human history has almost always come from the second kind... -- -- -- If you enjoyed this, I write a weekly newsletter read by over 50,000 people who love rediscovering the beauty of the past. You can join us here: I write about beauty in all its forms. If you'd like to support my work, a paid subscription is what makes it possible.

James Lucas

153,966 просмотров • 2 месяцев назад

Dario Amodei just announced the end of software engineering as a profession. The timeline is 6 to 12 months. Amodei: “I have engineers within Anthropic who say, I don’t write any code anymore. I just let the model write the code. I edit it.” Not a prediction. Current reality inside the frontier lab. The engineers who built the most advanced AI in the world have stopped writing code. They supervise. They edit. They manage architecture. The craft they spent careers mastering has been handed to the system they built. Amodei says models will do most, maybe all, of what software engineers do end-to-end within six to twelve months. Not assisting. Not autocompleting. Handling the entire development process independently. If you are learning syntax today, you are learning a dead language. Amodei: “Then it’s a question of how fast does that loop close?” The loop is this. AI writes code. Code builds better AI. Better AI writes better code. Faster. Without sleep. Without the cognitive limits that cap how quickly any human engineer can work. Once that loop closes, technological progress stops being constrained by human output. It becomes self-sustaining. Exponential. Operating at a pace no human workforce can match or direct. Software engineering isn’t ending. It’s becoming supervision. The developers who survive won’t be the best coders. They’ll be the best supervisors. The ones who can direct AI output, catch its failures, and architect what it builds toward. The skill that matters stops being implementation. It becomes judgment. Most developers are still optimizing for a skillset about to become as obsolete as stenography. While the people who built the systems replacing them already stopped doing the work themselves. The window to develop that judgment before the loop closes is exactly as long as Amodei’s timeline. Six to twelve months.

Dustin

44,304 просмотров • 5 месяцев назад

Mark Zuckerberg says the future of coding is closer than we think: AI agents inside Meta are being built not as generic developer tools, but to push Llama research forward — fully integrated into their workflow. He predicts that within 12–18 months, most of the code for these efforts could be written by AI itself — not simple autocomplete, but systems that take goals, run tests, fix bugs, improve performance, and even write higher-quality code than many skilled engineers. The real takeaway? This is only one part of a massive AI landscape, and no single company will dominate it all. Meta is building its own internal agents designed specifically to advance Llama research — deeply connected to their toolchain rather than built for enterprise customers. He expects that within the next year to year-and-a-half, AI will be writing most of the code in these projects, going far beyond autocomplete — understanding goals, running experiments, finding issues, and continuously improving systems. And according to him, this shift will become a core driver of how AI itself evolves. Meta is investing heavily in coding and research agents deeply integrated into their own systems, focused on advancing Llama rather than building broad enterprise tools. He expects AI will soon move beyond autocomplete to fully goal-driven coding — testing, debugging, improving, and producing high-quality results. But in his view, the AI revolution is too big for any single winner — multiple players and approaches will shape the future.

Ian Miles Cheong

20,561 просмотров • 5 месяцев назад

Dario Amodei just told software engineers exactly how long they have. Six to twelve months. Amodei: “I have engineers within Anthropic who say I don’t write any code anymore. I just let the model write the code, I edit it, I do the things around it.” The people building the most powerful AI in history have already stopped writing code. That is not a forecast. That is the current working condition inside the lab closest to the frontier. Amodei: “We might be six to 12 months away from when the model is doing most, maybe all, of what SWEs do end-to-end.” The tech industry spent a decade making software engineers its highest-paid, most protected class. That era has a last day now. When a model can execute an entire software build end-to-end, the ability to write syntax stops being a skill. It becomes a credential for a job that no longer exists. Amodei: “And then it’s a question of how fast does that loop close.” That is the sentence everyone skipped. The code was never the hard part. The hard part was everything around it. The model just learned everything around it. Writing the code is already nearly gone. Testing is next. Deployment is next. When all three collapse into a single autonomous execution loop, the machine no longer needs a human in the chain at all. The corporation or sovereign state that closes that loop first does not gain a competitive advantage. It gains a category of speed that biological engineers cannot match, track, or reverse. That is not disruption. That is replacement at a systems level. Amodei is not describing a future disruption. He is describing the current state of his own building. The loop is already closing. The only question is whether you are inside it or outside it when it seals.

Dustin

318,457 просмотров • 5 месяцев назад

Mark Zuckerberg just told the world his own company shouldn’t exist. Zuckerberg: “I just think in the future almost everyone is gonna have the power of a 10,000-person organization.” He runs Meta. 70,000 employees. He just described a future where one person replaces all of them. And he’s the one building it. That is not a prediction about technology. That is a CEO engineering the obsolescence of his own workforce. While they watch him do it. Every company, every government, every university, every hospital on Earth was built on a single premise. No one person could do it alone. That is not a feature of civilization. It is the foundation. Every hierarchy, every org chart, every payroll ever written exists because of that one limitation. Zuckerberg just announced the limitation is ending. So follow the logic where it leads. If one person can produce the output of ten thousand, what is one person worth? Now look at the word “everyone” in his sentence. Because this does not land on everyone. It never has. The printing press was sold as liberation. It built media empires. The internet was sold as liberation. It built trillion-dollar platforms. The tool always arrives as freedom. It always settles as leverage. And leverage always consolidates upward. Zuckerberg does not gain the power of 10,000 people. He already has that. He gains the power of 10,000 organizations. Zuckerberg: “If the intelligence of a 10,000-person company is not greater than the intelligence of a single person, then what are we doing here?” He was making a case for building AI. Read that again as an employee. A man who commands 70,000 people just questioned whether their collective intelligence exceeds one person’s. That is not a vision for the future. That is the most honest thing a CEO has ever said out loud about the people who built his empire.

Dustin

113,734 просмотров • 27 дней назад

Andrew Wilkinson owns 40+ businesses. He just showed me how he's using OpenClaw, Claude Code and AI agents to run latest business, start new ones, and automate everything. Here's what I learned: 1. In December 2025, something clicked. He started waking up at 3AM with a smile, sitting in terminal with 10 Claude Code tabs open. He hasn't stopped since. He calls it chasing the dragon. 2.He built a full SaaS product called Deep Personality. A 40-minute personality test that generates a 100-page report written like Robert Greene. $20 000 in revenue. Zero employees. The entire business runs on AI agents. 3. He has agents for support, marketing, and dev. When a support ticket comes in, the agent either handles it or sends it to the dev agent. If it's critical, the agent fixes the bug and merges the PR before he wakes up. Then it emails the customer back. 4. His marketing agent is connected to PostHog, manages Meta and Reddit ads, creates ad creative, runs multivariate tests, and sets budgets. He's about to give it a $100 k/month ad budget and see what happens. 5. He forgot his laptop on a trip to Arizona. He ran his entire business from the back of Ubers using OpenClaw. Nobody picked up that every single email was written by AI. 6. His take on vibe coding: the worst part about business is people. Between your vision and execution are 100 people you have to convince. Vibe coding removes all of them. For the first time he can do every part of building a product himself. 7. He was trying to build OpenClaw before OpenClaw existed. Now he uses a tool called Harbor, which is basically a GUI for managing multiple agents. You can see all your agents, their status, knowledge bases, and databases in one place. 8. He built a custom AI for his relationship. He and his girlfriend took 15 psychological tests, put the results into ChatGPT, and asked it to analyze their relationship. It nailed every fight they've ever had. That became the product idea for Deep Personality. 9. His honest take: he spends 50% of his time debugging, 30% improving the setup, and 20% being productive. It's a treadmill. But the 20% that works is so powerful he can't stop. 10. His prediction: we're 3-6 months from being able to hand basic businesses off to AI to run entirely. And pretty soon Anthropic and OpenAI are going to launch AI CEOs. This is an inside look at how a serious operator Andrew Wilkinson is using AI agents in the real world. The good, the bad, the debugging, all of it. Most people don't show you this. Episode is live on The Startup Ideas Podcast (SIP) 🧃 watch

GREG ISENBERG

144,005 просмотров • 3 месяцев назад