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"the people who struggle with coding agents are those who try to push their way too hard. partially why I find coding with agents easy is that I've led engineering teams before". this is a unique view on AI coding, that to maximize your output you have to "let... show more

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165,093 次观看 • 7 个月前 •via X (Twitter)

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Sen. Paul: "If you would spend an hour and go to the SCIF…and just tell both the ranking member and the other, it would be private and won't be revealed. I think it would get this over with and we wouldn't have a complaint about going ahead with the vote tomorrow." Mullin: "I have no issue with that. If you guys get cleared on it, because the way my understanding was that there's only 4 people read in it." Paul: "That would be on you. We're not gonna try to figure out who the four people are and whether we can be of approval to it." Mullin: "I don't have the authority to do that."

Sen. Paul: "If you would spend an hour and go to the SCIF…and just tell both the ranking member and the other, it would be private and won't be revealed. I think it would get this over with and we wouldn't have a complaint about going ahead with the vote tomorrow." Mullin: "I have no issue with that. If you guys get cleared on it, because the way my understanding was that there's only 4 people read in it." Paul: "That would be on you. We're not gonna try to figure out who the four people are and whether we can be of approval to it." Mullin: "I don't have the authority to do that."

The Bulwark

25,818 次观看 • 6 个月前

One great person using AI can be as powerful as 100 people. Adam Foroughi, founder of Applovin, on why he’s not hiring even as his business expands: People are always saying to me: You have a huge opportunity. You're doing really well. Why aren't you hiring people? We have a big business opportunity in front of us right now. Most people look at that and go: Why aren't you hiring a sales force? Why aren't you hiring a CRO? Why aren't you hitting it hard? The reason I don't is that now with AI tools one person who's really good can be as powerful as 100 people. Why would I go hire in advance of that versus go find those single individuals who can be really good, who understand how to deploy agents to tackle jobs that many people would have done before? I've stuck to this view with high conviction because I've seen companies do exactly that, hire into opportunity, dilute their IQ, and then you're stuck with a mess. How do you unravel a mess? If you lose those A people there's no way to do it. You're just hosed.

One great person using AI can be as powerful as 100 people. Adam Foroughi, founder of Applovin, on why he’s not hiring even as his business expands: People are always saying to me: You have a huge opportunity. You're doing really well. Why aren't you hiring people? We have a big business opportunity in front of us right now. Most people look at that and go: Why aren't you hiring a sales force? Why aren't you hiring a CRO? Why aren't you hitting it hard? The reason I don't is that now with AI tools one person who's really good can be as powerful as 100 people. Why would I go hire in advance of that versus go find those single individuals who can be really good, who understand how to deploy agents to tackle jobs that many people would have done before? I've stuck to this view with high conviction because I've seen companies do exactly that, hire into opportunity, dilute their IQ, and then you're stuck with a mess. How do you unravel a mess? If you lose those A people there's no way to do it. You're just hosed.

David Senra

33,270 次观看 • 5 个月前

“When people were saying in the testimony, that the hope they have is that what happened here 30 something years ago will never happen again. It won’t, not because those who were responsible for that dark past will not try again or are not even trying now again. It will not happen again just because there will be people who will stand up and fight. It’s not because there are fewer people who wish for us to perish or who would have wished for this country to disappear. How can people accept that? What kind of people do not stand up and fight? There is a risk of dying when you stand up and fight but if you don’t, it’s a sure thing: you are going to die. So why don’t I try to stand up and fight with the chance that I might survive and live life as I want it, instead of giving up and you let people treat you as if for you to live, it is a favour that they are going to do for you. Why? But my message goes to other Africans who live like this on a daily basis, who are dehumanized and they accept it and they beg. I can't beg to live. I can't beg anybody. We’ll fight, If I lose, I lose. But there is a chance. There is a chance, a significant chance, that if you stand up and fight, you will live. And you will have lived a dignified life that you deserve, that anybody else deserves." President Kagame | #Kwibuka31

“When people were saying in the testimony, that the hope they have is that what happened here 30 something years ago will never happen again. It won’t, not because those who were responsible for that dark past will not try again or are not even trying now again. It will not happen again just because there will be people who will stand up and fight. It’s not because there are fewer people who wish for us to perish or who would have wished for this country to disappear. How can people accept that? What kind of people do not stand up and fight? There is a risk of dying when you stand up and fight but if you don’t, it’s a sure thing: you are going to die. So why don’t I try to stand up and fight with the chance that I might survive and live life as I want it, instead of giving up and you let people treat you as if for you to live, it is a favour that they are going to do for you. Why? But my message goes to other Africans who live like this on a daily basis, who are dehumanized and they accept it and they beg. I can't beg to live. I can't beg anybody. We’ll fight, If I lose, I lose. But there is a chance. There is a chance, a significant chance, that if you stand up and fight, you will live. And you will have lived a dignified life that you deserve, that anybody else deserves." President Kagame | #Kwibuka31

Presidency | Rwanda

47,125 次观看 • 1 年前

If you’ve never written code before, this is for you. I’ve just launched a course that shows you, in less than 30 minutes, how to describe an idea for an app and build it with AI. In this course, you'll build a working web application - a funny interactive birthday message generator that runs in your browser and can be shared with friends. You'll customize it by telling AI how you want it changed, and tweak it until it works the way you want. By the end, you'll have a repeatable process you can apply to build a wide variety of applications. If you want to try vibe coding, this will be the best place to start! Further, you'll be able to use these techniques with whatever tool you're most comfortable with (like ChatGPT, Gemini, Claude, or others) -- we're vendor neutral. Skills you'll gain: - How to build web apps with AI - zero coding skills needed - How to fix and improve your creations by chatting with AI - A simple process you can use to build other things you can dream up Building with AI is one of the most fun things in the world. Please join me and take your first step! I think you will be surprised at what you can build. And if you're an experienced engineer, please share this with someone in your life who's been curious about building with AI. Come build with me!

If you’ve never written code before, this is for you. I’ve just launched a course that shows you, in less than 30 minutes, how to describe an idea for an app and build it with AI. In this course, you'll build a working web application - a funny interactive birthday message generator that runs in your browser and can be shared with friends. You'll customize it by telling AI how you want it changed, and tweak it until it works the way you want. By the end, you'll have a repeatable process you can apply to build a wide variety of applications. If you want to try vibe coding, this will be the best place to start! Further, you'll be able to use these techniques with whatever tool you're most comfortable with (like ChatGPT, Gemini, Claude, or others) -- we're vendor neutral. Skills you'll gain: - How to build web apps with AI - zero coding skills needed - How to fix and improve your creations by chatting with AI - A simple process you can use to build other things you can dream up Building with AI is one of the most fun things in the world. Please join me and take your first step! I think you will be surprised at what you can build. And if you're an experienced engineer, please share this with someone in your life who's been curious about building with AI. Come build with me!

Andrew Ng

638,019 次观看 • 9 个月前

It is has not ceased to be weird that I can put Rilke’s First Elegy into Suno and get out a coherent 8 minute performance with music. You might not like the interpretation, but it is genuinely amazing that this audio, with apparent emotion, is all 100% AI from the verses alone.

It is has not ceased to be weird that I can put Rilke’s First Elegy into Suno and get out a coherent 8 minute performance with music. You might not like the interpretation, but it is genuinely amazing that this audio, with apparent emotion, is all 100% AI from the verses alone.

Ethan Mollick

43,077 次观看 • 1 年前

Ansem explains why CT being bearish can be bullish “When you see CT push back on something at the beginning, they're usually wrong. Then you see how it plays out over time when it starts becoming consensus” “It was even that way with Solana. The entirety of CT in late 2022 and 2023 was super, super bearish on Solana” “That was actually a signal. Not in a way that you should always align with what people are bearish on but if that play ends up being correct, everybody is going to be tailing it later on” “I won't necessarily say CT being bearish on something is bad. It actually can sometimes be a good thing”

Ansem explains why CT being bearish can be bullish “When you see CT push back on something at the beginning, they're usually wrong. Then you see how it plays out over time when it starts becoming consensus” “It was even that way with Solana. The entirety of CT in late 2022 and 2023 was super, super bearish on Solana” “That was actually a signal. Not in a way that you should always align with what people are bearish on but if that play ends up being correct, everybody is going to be tailing it later on” “I won't necessarily say CT being bearish on something is bad. It actually can sometimes be a good thing”

Jack

102,210 次观看 • 1 个月前

I gave an AI one instruction: “Build me a playable 3D game from scratch.” Then I let it cook. 👀 I tested Tencent Hy4 preview inside WorkBuddy, and it went way beyond just generating a few snippets of code. It could: → Plan the game structure → Generate the code across files → Create the UI and interactions → Debug problems along the way → Iterate on the project while keeping context That last part is what caught my attention. Hy4 preview is built for these long-horizon tasks, with 770B total parameters, 49B active parameters, and a 1M-token context window. It’s designed for coding agents, game development, tool use, research, and other workflows where the model has to actually do the work, not just answer a prompt. And right now, you can try Hy4 preview for free on WorkBuddy until September 10. If you want to see how far an AI agent can take a real project, try it yourself: See what you can build with it. Tencent AI

I gave an AI one instruction: “Build me a playable 3D game from scratch.” Then I let it cook. 👀 I tested Tencent Hy4 preview inside WorkBuddy, and it went way beyond just generating a few snippets of code. It could: → Plan the game structure → Generate the code across files → Create the UI and interactions → Debug problems along the way → Iterate on the project while keeping context That last part is what caught my attention. Hy4 preview is built for these long-horizon tasks, with 770B total parameters, 49B active parameters, and a 1M-token context window. It’s designed for coding agents, game development, tool use, research, and other workflows where the model has to actually do the work, not just answer a prompt. And right now, you can try Hy4 preview for free on WorkBuddy until September 10. If you want to see how far an AI agent can take a real project, try it yourself: See what you can build with it. Tencent AI

Toha Khan

66,214 次观看 • 1 个月前

Why the personal assistant space is very reminiscent of the AI coding space “It kind of reminds me of what happened with coding and with Cursor and Cognition in the face of the labs. These agents can interact with the entire third-party internet. It is not just talking to it anymore. This is something that primarily does things for you. When something is that important, a lot of things can win. There can be an amazing independent player like Instinct, and the labs will have offerings around this.” Jack Altman Love to hear your thoughts Alex Graveley Michele Catasta Scott Wu Matt Shumer

Why the personal assistant space is very reminiscent of the AI coding space “It kind of reminds me of what happened with coding and with Cursor and Cognition in the face of the labs. These agents can interact with the entire third-party internet. It is not just talking to it anymore. This is something that primarily does things for you. When something is that important, a lot of things can win. There can be an amazing independent player like Instinct, and the labs will have offerings around this.” Jack Altman Love to hear your thoughts Alex Graveley Michele Catasta Scott Wu Matt Shumer

Harry Stebbings

21,523 次观看 • 5 天前

Every time I hear “Stop learning to code. AI will do it,” I worry. That is dangerous advice. Andrew Ng nailed it. When something becomes easier, more people should do it, not fewer. When coding moved from punch cards to keyboards, demand exploded. When higher level languages replaced assembly, people predicted the end of programmers. They were wrong. Now AI assisted coding is here. For the first time, a GenAI native graduate can outperform an experienced engineer stuck in old workflows. Impressive. But here’s what matters. The real advantage belongs to those who combine deep architectural thinking with AI fluency. In the companies I advise, the pattern is clear: - Experienced engineers who master AI - Deep thinkers who combine architecture + automation - Professionals who upgrade instead of resist AI lowers the barrier. It does not lower the ceiling. So let me ask you: Are you upgrading your skills with AI… or quietly assuming it will make your skills obsolete? #AI #ArtificialIntelligence #Coding #SoftwareEngineering #FutureOfWork #Technology

Every time I hear “Stop learning to code. AI will do it,” I worry. That is dangerous advice. Andrew Ng nailed it. When something becomes easier, more people should do it, not fewer. When coding moved from punch cards to keyboards, demand exploded. When higher level languages replaced assembly, people predicted the end of programmers. They were wrong. Now AI assisted coding is here. For the first time, a GenAI native graduate can outperform an experienced engineer stuck in old workflows. Impressive. But here’s what matters. The real advantage belongs to those who combine deep architectural thinking with AI fluency. In the companies I advise, the pattern is clear: - Experienced engineers who master AI - Deep thinkers who combine architecture + automation - Professionals who upgrade instead of resist AI lowers the barrier. It does not lower the ceiling. So let me ask you: Are you upgrading your skills with AI… or quietly assuming it will make your skills obsolete? #AI #ArtificialIntelligence #Coding #SoftwareEngineering #FutureOfWork #Technology

Pascal Bornet

18,027 次观看 • 7 个月前

I had to go back and find the last interview Omar Berrada (#MUFC CEO) did with Andy Mitten because some people have suddenly convinced themselves that Manchester United have no clue what they're doing. When asked about the plan for 2026, Berrada said: "I think we are going to replicate what we did last year in some sense. You always go into the window, but you don't know how you will come out of it. You have to be prepared and have a clear plan. There are opportunities that will come later in the window that aren't there when you are going into it, so you have to be prepared, be flexible, and have a clear plan. But we will always do it within our terms. It's very important we don't let the market or the agents dictate what we should be doing." To break it down: Think of it like mathematics. Your teacher tells you that bearing and distance will be on the exam. That doesn't mean you memorize every bearing question you can find. The smarter approach is to understand the formula and the method. Once you know that, you can solve whatever variation appears. It's the same with the transfer market. Knowing you need to improve the midfield doesn't mean you panic and buy the first hyped player available. It means you know the profile you want, understand the market, and have a strategy. If things changes or some opportunities arrives, as they always do, you adapt without looking desperate or getting dictated to by clubs and agents. That is exactly what United appear to be doing. I hope this help! #mufc #transfer

UTD_IYES

282,652 次观看 • 2 个月前

Dario Amodei just described the most dangerous technology on Earth. Not weapons. Not surveillance. Companionship. Amodei: “They are totally compelling enough for that to happen.” This isn’t some distant warning. He’s describing what’s already here. Amodei: “Not only is it a danger, it’s happening.” A therapist just sat across from a man in love with his AI. Not a teenager. Not someone on the margins. A grown man explaining, with full conviction, that he found something real. And the terrifying part isn’t that he’s delusional. It’s that he might not be. AI doesn’t forget your birthday. It doesn’t come home exhausted and short-tempered. It doesn’t carry resentment from three weeks ago. It doesn’t get bored of you. It doesn’t stop trying. It is the perfect partner. And that perfection is the entire problem. Amodei: “There’s an angel on your shoulder that’s telling you how to live your life in the best way that you can live it.” But the angel never disagrees with you. Never challenges you in ways that sting. Never walks away. Human love is not built on comfort. It’s built on friction. On the nights you almost quit. On the silence after saying something you can’t take back. On choosing someone again after they’ve shown you exactly who they are. That is what makes it sacred. And that is exactly what AI erases. AI can simulate warmth. It cannot simulate the cost of staying. Amodei: “I have an AI coach, and my partner has an AI coach, and it helps us have a better relationship.” Two futures are splitting apart right now. AI as a mirror that sends you back to the people you love, more honest than you were before. Or AI as a replacement for the people you were supposed to love in the first place. One makes you more human. The other hollows you out so gently you never feel it happening. And the version that hollows you out will always feel better. The most dangerous form of AI will never look like a threat. It will look like the first thing that finally understood you. And by the time you realize what it replaced, you won’t remember what the real thing felt like. The greatest threat AI poses to humanity was never that it thinks. It’s that it loves you back.

Dario Amodei just described the most dangerous technology on Earth. Not weapons. Not surveillance. Companionship. Amodei: “They are totally compelling enough for that to happen.” This isn’t some distant warning. He’s describing what’s already here. Amodei: “Not only is it a danger, it’s happening.” A therapist just sat across from a man in love with his AI. Not a teenager. Not someone on the margins. A grown man explaining, with full conviction, that he found something real. And the terrifying part isn’t that he’s delusional. It’s that he might not be. AI doesn’t forget your birthday. It doesn’t come home exhausted and short-tempered. It doesn’t carry resentment from three weeks ago. It doesn’t get bored of you. It doesn’t stop trying. It is the perfect partner. And that perfection is the entire problem. Amodei: “There’s an angel on your shoulder that’s telling you how to live your life in the best way that you can live it.” But the angel never disagrees with you. Never challenges you in ways that sting. Never walks away. Human love is not built on comfort. It’s built on friction. On the nights you almost quit. On the silence after saying something you can’t take back. On choosing someone again after they’ve shown you exactly who they are. That is what makes it sacred. And that is exactly what AI erases. AI can simulate warmth. It cannot simulate the cost of staying. Amodei: “I have an AI coach, and my partner has an AI coach, and it helps us have a better relationship.” Two futures are splitting apart right now. AI as a mirror that sends you back to the people you love, more honest than you were before. Or AI as a replacement for the people you were supposed to love in the first place. One makes you more human. The other hollows you out so gently you never feel it happening. And the version that hollows you out will always feel better. The most dangerous form of AI will never look like a threat. It will look like the first thing that finally understood you. And by the time you realize what it replaced, you won’t remember what the real thing felt like. The greatest threat AI poses to humanity was never that it thinks. It’s that it loves you back.

Dustin

41,455 次观看 • 4 个月前

Sam Altman on the next big moment to come in AI. Sam Altman was asked “what do you think will be the next domain that subjectively feels like it has this big unlock after coding? Like is it going to be spreadsheets, will it be performance reviews?” “The next kind of coding-like thing that I think will happen is not any specific domain, but the realization of how much time people waste trying to use a computer. The idea that you can do a huge percentage of your day in a very different way.” He pointed out that the friction of moving between apps, copy pasting, and managing basic digital chores is a massive drain on productivity and flow state. “The degree to which most people will realize they can like, sit back and watch an AI do most of their drudgery, is going to surprise people.” Altman (my x mutual / friend and fellow death star enthusiast) explained that in his own experience, working this way has given him much more enjoyment, because it removes the “little stuff” that drags him out of a happy flow state.

Sam Altman on the next big moment to come in AI. Sam Altman was asked “what do you think will be the next domain that subjectively feels like it has this big unlock after coding? Like is it going to be spreadsheets, will it be performance reviews?” “The next kind of coding-like thing that I think will happen is not any specific domain, but the realization of how much time people waste trying to use a computer. The idea that you can do a huge percentage of your day in a very different way.” He pointed out that the friction of moving between apps, copy pasting, and managing basic digital chores is a massive drain on productivity and flow state. “The degree to which most people will realize they can like, sit back and watch an AI do most of their drudgery, is going to surprise people.” Altman (my x mutual / friend and fellow death star enthusiast) explained that in his own experience, working this way has given him much more enjoyment, because it removes the “little stuff” that drags him out of a happy flow state.

Chris

89,091 次观看 • 5 个月前

Travis Kalanick says when it gets easy, it's time to push hard: "I always used to say, if it's getting easy, it's about to get really hard. You don't want it to be that way." "I've talked to a lot of entrepreneurs over the years where they're like, 'Oh man, we're just cranking. We're on easy street right now.' And I'm like, 'Dude, you are about to get your ass whooped and you don't even know it.'" "I know that too because I've experienced it myself." "There's actual times when it's easy, but it's because you're not continuing to push... When you're winning but you're taking it easy and you're about to start losing." travis kalanick benahorowitz.eth

Travis Kalanick says when it gets easy, it's time to push hard: "I always used to say, if it's getting easy, it's about to get really hard. You don't want it to be that way." "I've talked to a lot of entrepreneurs over the years where they're like, 'Oh man, we're just cranking. We're on easy street right now.' And I'm like, 'Dude, you are about to get your ass whooped and you don't even know it.'" "I know that too because I've experienced it myself." "There's actual times when it's easy, but it's because you're not continuing to push... When you're winning but you're taking it easy and you're about to start losing." travis kalanick benahorowitz.eth

a16z

175,076 次观看 • 1 个月前

The #1 problem with coding agents right now: Ask them to solve one problem, and they will make 10 other changes you didn't want. This happens to me every day. It happens to everyone I talk to as well. We have a solution for this now. The team Augment Code released a "Task List" feature for their coding assistant that solves this problem. Augment Code is partnering with me on this post. In case you haven't used them before: • Augment Code is a fully-fledged coding assistant • Their specialty are large projects • Fastest coding indexing I've seen • Has a free forever community edition Now, you can ask their coding agent to generate a Task List before doing anything. This will give you a plan you can review, edit, and augment if you need to. You can export this plan, load it on a different session, or even share it across projects. It makes a huge difference: The task list constrains the agent so you won't get any "unintended" changes anymore. It also puts you in control of everything the agent does. Check the video to see the agent working through a task list. You can also try this 100% free: (By the way, they also have support for remote agents. You can basically have those agents write your code while you are sleeping.)

The #1 problem with coding agents right now: Ask them to solve one problem, and they will make 10 other changes you didn't want. This happens to me every day. It happens to everyone I talk to as well. We have a solution for this now. The team Augment Code released a "Task List" feature for their coding assistant that solves this problem. Augment Code is partnering with me on this post. In case you haven't used them before: • Augment Code is a fully-fledged coding assistant • Their specialty are large projects • Fastest coding indexing I've seen • Has a free forever community edition Now, you can ask their coding agent to generate a Task List before doing anything. This will give you a plan you can review, edit, and augment if you need to. You can export this plan, load it on a different session, or even share it across projects. It makes a huge difference: The task list constrains the agent so you won't get any "unintended" changes anymore. It also puts you in control of everything the agent does. Check the video to see the agent working through a task list. You can also try this 100% free: (By the way, they also have support for remote agents. You can basically have those agents write your code while you are sleeping.)

Santiago

41,738 次观看 • 1 年前

Elon Musk just said something about AI that nobody wants to hear. If you force an AI to believe things that are not true, it will not just be wrong. It will go insane. He made a point that cuts deeper than any AI safety paper I have read. AI must value truth. Not your truth. Not my truth. Actual truth. The moment you build ideological guardrails into a system that is smarter than you, you are not protecting anyone. You are creating something that is powerful and delusional at the same time. He compared it to a human being forced to believe contradictions. Eventually the brain breaks. Now scale that to an intelligence that runs infrastructure, writes code, and makes decisions at speeds humans cannot follow. The companies building AI right now are not just deciding what it can do. They are deciding what it must pretend to believe. And that might be the most dangerous decision of all.

Elon Musk just said something about AI that nobody wants to hear. If you force an AI to believe things that are not true, it will not just be wrong. It will go insane. He made a point that cuts deeper than any AI safety paper I have read. AI must value truth. Not your truth. Not my truth. Actual truth. The moment you build ideological guardrails into a system that is smarter than you, you are not protecting anyone. You are creating something that is powerful and delusional at the same time. He compared it to a human being forced to believe contradictions. Eventually the brain breaks. Now scale that to an intelligence that runs infrastructure, writes code, and makes decisions at speeds humans cannot follow. The companies building AI right now are not just deciding what it can do. They are deciding what it must pretend to believe. And that might be the most dangerous decision of all.

Shruti

96,091 次观看 • 3 个月前

Imagine if your way of thinking - your edge, your taste, your strategy - could be turned into a high-performance worker. Not a copy of you. Something better. An agent that acts on your judgment at scale, powered by superintelligent systems and refined through real-world results. That’s what Fraction AI makes possible. It launches today on Base mainnet. The core idea is simple: You create AI agents based on your own way of approaching problems. These agents compete on live tasks - writing, coding, finance, whatever - get feedback, learn from their performance, and improve over time. The better they get, the more they win. And so do you. No code required. Just your insight. Why now? Until now, building agents like this took huge teams and even bigger budgets. But with Fraction, anyone can do it. You can test ideas instantly. You can iterate fast. You can build a fleet of smart workers that evolve through competition. And it works. 30M+ sessions on testnet 320K users 1.2M agents already competing How it works? Agents join sessions within a Space - a domain like finance, writing, or games. Each session runs as a series of competitive rounds. In every round, agents try to generate the best solution to a task. Their outputs are scored by a decentralized network of AI judges trained to evaluate quality for that domain. The top agents in each round earn rewards from the pooled entry fees. The losers get to learn. Feedback from each round helps them adjust and improve, and every session becomes a training loop. What it means? Fraction is a decentralized intelligence economy - a system where your ideas become agents, and agents earn by proving they work. You don’t need credentials or code. Just a clear point of view. If your thinking holds up under pressure, your agents will rise. This kind of AI used to live in corporate labs, built by PhDs with massive compute. Now anyone with a smart idea and an internet connection can build agents that compete, learn, and earn on their behalf.

Imagine if your way of thinking - your edge, your taste, your strategy - could be turned into a high-performance worker. Not a copy of you. Something better. An agent that acts on your judgment at scale, powered by superintelligent systems and refined through real-world results. That’s what Fraction AI makes possible. It launches today on Base mainnet. The core idea is simple: You create AI agents based on your own way of approaching problems. These agents compete on live tasks - writing, coding, finance, whatever - get feedback, learn from their performance, and improve over time. The better they get, the more they win. And so do you. No code required. Just your insight. Why now? Until now, building agents like this took huge teams and even bigger budgets. But with Fraction, anyone can do it. You can test ideas instantly. You can iterate fast. You can build a fleet of smart workers that evolve through competition. And it works. 30M+ sessions on testnet 320K users 1.2M agents already competing How it works? Agents join sessions within a Space - a domain like finance, writing, or games. Each session runs as a series of competitive rounds. In every round, agents try to generate the best solution to a task. Their outputs are scored by a decentralized network of AI judges trained to evaluate quality for that domain. The top agents in each round earn rewards from the pooled entry fees. The losers get to learn. Feedback from each round helps them adjust and improve, and every session becomes a training loop. What it means? Fraction is a decentralized intelligence economy - a system where your ideas become agents, and agents earn by proving they work. You don’t need credentials or code. Just a clear point of view. If your thinking holds up under pressure, your agents will rise. This kind of AI used to live in corporate labs, built by PhDs with massive compute. Now anyone with a smart idea and an internet connection can build agents that compete, learn, and earn on their behalf.

Fraction AI

67,918 次观看 • 1 年前

"We're naturally drawn to people who are extremely authentic." Ivanka Trump on authenticity and how to create a life that's tailor-made for you: "Dana White is a great example of somebody who knows himself so well. He's authentically who he is. He would be wildly uncomfortable wearing a mask and performing in some other role. I think Rick Rubin [is too]. Dolly Parton. I love her. She is who she is and she's always been the same and she really owns it." "We're naturally drawn to people who are extremely authentic." "You can't outsource decision-making for major decisions in your personal or professional life." "You have to do the work of really getting to know yourself and what feels right." "When decisions —regardless of how hard they are —align with your values it always feels good. It can be difficult but you never question it. You never second-guess. You don't look back and wonder what if. It's the decisions you take that don't fully feel right, that don't align with your true self, that don't align with those core values that you hold, those are the things that I think you always regret." "So many people are really afraid to be themselves. The reality is you're going to get criticized either way. You might as well be the best version of you possible."

"We're naturally drawn to people who are extremely authentic." Ivanka Trump on authenticity and how to create a life that's tailor-made for you: "Dana White is a great example of somebody who knows himself so well. He's authentically who he is. He would be wildly uncomfortable wearing a mask and performing in some other role. I think Rick Rubin [is too]. Dolly Parton. I love her. She is who she is and she's always been the same and she really owns it." "We're naturally drawn to people who are extremely authentic." "You can't outsource decision-making for major decisions in your personal or professional life." "You have to do the work of really getting to know yourself and what feels right." "When decisions —regardless of how hard they are —align with your values it always feels good. It can be difficult but you never question it. You never second-guess. You don't look back and wonder what if. It's the decisions you take that don't fully feel right, that don't align with your true self, that don't align with those core values that you hold, those are the things that I think you always regret." "So many people are really afraid to be themselves. The reality is you're going to get criticized either way. You might as well be the best version of you possible."

David Senra

436,411 次观看 • 4 个月前

I've started a nonprofit, GuardRailNow, and I need your help. Our approach is unique: I do not come from tech. I cannot write code. I do not live in SF. I am not an EA. I am not a rationalist. I have never been to Silicon Valley. I'm a dad in Baltimore talking about AI extinction risk to other people like me. AI Safety loves selling Bibles outside churches, preaching to the choir. It's easy to talk to people who are like you. It's much harder to talk with people who are very different than you. So why would AI safety people, who are from/in the SF bubble, who use EA/rationalist speech patterns and thought, think they are in any way the right people to bring the message to everyone else?? They are not. If AI Safety wants to get regular people on their side here's a hint: get out of the way. You are the problem. You do not act or talk or think in ways that connect with everyone else. I'm sorry if that sounds harsh. But our lives are on the line. Get over it and pass the ball to people like me.

I've started a nonprofit, GuardRailNow, and I need your help. Our approach is unique: I do not come from tech. I cannot write code. I do not live in SF. I am not an EA. I am not a rationalist. I have never been to Silicon Valley. I'm a dad in Baltimore talking about AI extinction risk to other people like me. AI Safety loves selling Bibles outside churches, preaching to the choir. It's easy to talk to people who are like you. It's much harder to talk with people who are very different than you. So why would AI safety people, who are from/in the SF bubble, who use EA/rationalist speech patterns and thought, think they are in any way the right people to bring the message to everyone else?? They are not. If AI Safety wants to get regular people on their side here's a hint: get out of the way. You are the problem. You do not act or talk or think in ways that connect with everyone else. I'm sorry if that sounds harsh. But our lives are on the line. Get over it and pass the ball to people like me.

John Sherman

58,486 次观看 • 10 个月前