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We're thrilled to introduce NeuralOS, Lambda’s first neural-native operating system: The OS, the apps, the network, the logic... all dreamed in the mind of a model. This is where words become apps. And thoughts become systems. - Create your own space invaders game. - Bring back stumble upon. -...

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"In the future, you won't need any software at all. The neural network will completely replace it." - stephen balaban, co-founder of Lambda "Here's the idea: instead of generating a program, just go to ChatGPT and say, 'Hi, please behave like a calculator or a spreadsheet.'" "'Generate an ASCII user interface for me. And I want you to essentially just respond, implement the logic of that program in your mind.'" "This is what I call neural software. Normal software is really brittle. 'Neural software' can't have bugs, only misunderstandings." "Large language models will be the software you interact with." From Stephen's appearance on the show in May.
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"In the future, you won't need any software at all. The neural network will completely replace it." - stephen balaban, co-founder of Lambda "Here's the idea: instead of generating a program, just go to ChatGPT and say, 'Hi, please behave like a calculator or a spreadsheet.'" "'Generate an ASCII user interface for me. And I want you to essentially just respond, implement the logic of that program in your mind.'" "This is what I call neural software. Normal software is really brittle. 'Neural software' can't have bugs, only misunderstandings." "Large language models will be the software you interact with." From Stephen's appearance on the show in May.

TBPN

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Neural Software talk I gave at GTC this year. The demo from this presentation is a basic Neural OS I wrote in July of 2024 inspired by Andrej Karpathy's 'LLM OS' post. Lambda's secret mission is to replace all of world's software with neural networks.
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Neural Software talk I gave at GTC this year. The demo from this presentation is a basic Neural OS I wrote in July of 2024 inspired by Andrej Karpathy's 'LLM OS' post. Lambda's secret mission is to replace all of world's software with neural networks.

stephen balaban

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Ever wondered what neural networks are and how they work? Systems like ChatGPT use neural networks to work as well as they do. Neural networks are composed of "layers" of neurons, layers with different functions; connections between layers called "weights"; and mathematical functions called "activation functions". If you’re interested in learning about these systems, check the comments. Ultimately, the neural network structure of the model serves to visually demonstrate that it is, in fact, a complex mathematical equation. When companies release the model's weights, they are releasing a key component needed to run the model's complete equation. Without the weights, the equation is incomplete. For the math-minded: the weights of a model are the learned numbers (they are variables during training) that are then used as constants in the mathematical functions that make up the model. Neural networks are ultimately just one big, hyper-complex mathematical function, and when a model is trained, it learns the constants associated with the high-dimensional input.
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Ever wondered what neural networks are and how they work? Systems like ChatGPT use neural networks to work as well as they do. Neural networks are composed of "layers" of neurons, layers with different functions; connections between layers called "weights"; and mathematical functions called "activation functions". If you’re interested in learning about these systems, check the comments. Ultimately, the neural network structure of the model serves to visually demonstrate that it is, in fact, a complex mathematical equation. When companies release the model's weights, they are releasing a key component needed to run the model's complete equation. Without the weights, the equation is incomplete. For the math-minded: the weights of a model are the learned numbers (they are variables during training) that are then used as constants in the mathematical functions that make up the model. Neural networks are ultimately just one big, hyper-complex mathematical function, and when a model is trained, it learns the constants associated with the high-dimensional input.

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Dabo Swinney shares the Gandhi quote that became the foundation of his program and why your beliefs determine your destiny. "Your beliefs become your thoughts. Your thoughts become your words. Your words become your actions. Your actions become your habits. Your habits become your values. And your values become your destiny." "That's how powerful it is that you believe and you think the right way." This is why you must guard your mind first. If you don't believe you can succeed, you won't even try. "As a man thinketh, so is he." "If you think you don't deserve it, if you think you're a dog, if you think the world's against you - well, guess what? That'll become your words. That'll become your actions. That'll become your habits. That'll become your values." "That'll become your destiny." Choose where to focus because everything follows that. "Your destiny is determined by what your beliefs are and what your thoughts are." The chain is clear: Beliefs → Thoughts → Words → Actions → Habits → Values → Destiny Actions build habits and your habits build your identity. It all starts with what you do, what you say, and what you think. (🎥Sports Visions )
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Dabo Swinney shares the Gandhi quote that became the foundation of his program and why your beliefs determine your destiny. "Your beliefs become your thoughts. Your thoughts become your words. Your words become your actions. Your actions become your habits. Your habits become your values. And your values become your destiny." "That's how powerful it is that you believe and you think the right way." This is why you must guard your mind first. If you don't believe you can succeed, you won't even try. "As a man thinketh, so is he." "If you think you don't deserve it, if you think you're a dog, if you think the world's against you - well, guess what? That'll become your words. That'll become your actions. That'll become your habits. That'll become your values." "That'll become your destiny." Choose where to focus because everything follows that. "Your destiny is determined by what your beliefs are and what your thoughts are." The chain is clear: Beliefs → Thoughts → Words → Actions → Habits → Values → Destiny Actions build habits and your habits build your identity. It all starts with what you do, what you say, and what you think. (🎥Sports Visions )

Coach AJ 🎯 Mental Fitness

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Does GPT understand the world? Here is what Ilya Sutskever, co-founder of OpenAI, says during a discussion with Jensen Huang, CEO of Nvidia: (1) When we train a large neural network to accurately predict the next word in lots of different texts from the internet, the AI is learning a world model. (2) On the surface, it may look like learning correlations in text, but it turns out that to 'just learn' statistical correlations in text, to compress information really well, what the neural network learns is some representation of the process that produced the text. (3) This text is a projection of the world...what the neural network is learning is aspects of the world, of people, of the human conditions, their hopes, dreams, motivations, their interactions...the situations we are in. The neural network learns a compressed, abstract, usable representation." Do you think learning representations = understanding? Are large language models simply stochastic parrots, or are they much more?
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Does GPT understand the world? Here is what Ilya Sutskever, co-founder of OpenAI, says during a discussion with Jensen Huang, CEO of Nvidia: (1) When we train a large neural network to accurately predict the next word in lots of different texts from the internet, the AI is learning a world model. (2) On the surface, it may look like learning correlations in text, but it turns out that to 'just learn' statistical correlations in text, to compress information really well, what the neural network learns is some representation of the process that produced the text. (3) This text is a projection of the world...what the neural network is learning is aspects of the world, of people, of the human conditions, their hopes, dreams, motivations, their interactions...the situations we are in. The neural network learns a compressed, abstract, usable representation." Do you think learning representations = understanding? Are large language models simply stochastic parrots, or are they much more?

Alex Ker 🔭

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Someone on Reddit built a real operating system using Claude. Not a browser app pretending to be one. An actual OS that runs on bare metal. It's called Fable-OS. The only interface is a sentence. No bash. No commands. You type what you want and an AI agent executes it through direct kernel syscalls. Everything runs in Ring 0. In the demo, the agent realized it didn't have a sound driver. So it found the Intel sound card, built a driver for it from scratch, and played a sound. On its own. The OS writes its own drivers. Evolves itself. The agent's tools are the kernel itself. Open source. Built because the developer got tired of people calling browser apps "AI operating systems." This one actually is.
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Someone on Reddit built a real operating system using Claude. Not a browser app pretending to be one. An actual OS that runs on bare metal. It's called Fable-OS. The only interface is a sentence. No bash. No commands. You type what you want and an AI agent executes it through direct kernel syscalls. Everything runs in Ring 0. In the demo, the agent realized it didn't have a sound driver. So it found the Intel sound card, built a driver for it from scratch, and played a sound. On its own. The OS writes its own drivers. Evolves itself. The agent's tools are the kernel itself. Open source. Built because the developer got tired of people calling browser apps "AI operating systems." This one actually is.

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The words you think and say become the life you create and live. As a man thinks, he becomes. As a woman thinks, she becomes. There is power in your words. Speak it, Believe it, Live it. Tap into the incredible power of your words to overcome your fears and challenges and shape your destiny. I want to hear your power words in the comments! Comment below … I AM _______ ! ⬇️
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The words you think and say become the life you create and live. As a man thinks, he becomes. As a woman thinks, she becomes. There is power in your words. Speak it, Believe it, Live it. Tap into the incredible power of your words to overcome your fears and challenges and shape your destiny. I want to hear your power words in the comments! Comment below … I AM _______ ! ⬇️

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Trailer for 'Become', a game where you take on the role of a sperm and battle through the obstacles of the human reproductive system and create new life

Dexerto

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With 1 prompt – Make your Google Calendar work the way you want: Your Own Design and Super Intelligent. Dynamic Apps in Nimo let you redesign your Gmail , Atlassian Jira , and Google Calendar the way you want. The beauty is the data stays in your existing apps. The apps you create run locally on your computer. Jared Friedman used to request better versions of the apps he used daily, but had to wait for someone else to build them. Now, he can create his own with a single prompt. Would you like to try?
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With 1 prompt – Make your Google Calendar work the way you want: Your Own Design and Super Intelligent. Dynamic Apps in Nimo let you redesign your Gmail , Atlassian Jira , and Google Calendar the way you want. The beauty is the data stays in your existing apps. The apps you create run locally on your computer. Jared Friedman used to request better versions of the apps he used daily, but had to wait for someone else to build them. Now, he can create his own with a single prompt. Would you like to try?

rohildev

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Introducing Odyssey-2 Pro—a frontier world model that generates long-running, interactive simulations in 720p! We're also launching the first world model API, to enable devs to build magical apps. We're now in the GPT-2 era of world models. Let the explosion of apps commence!
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Introducing Odyssey-2 Pro—a frontier world model that generates long-running, interactive simulations in 720p! We're also launching the first world model API, to enable devs to build magical apps. We're now in the GPT-2 era of world models. Let the explosion of apps commence!

Odyssey

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Presenting Network Cities (@network_cities_), a city builder game where your social network powers your game. The game allows the players to bring in their network without any friction. Bigger your network, the faster you progress in the game. The game follows the basic rules of a city builder game where you collect, build and expand your city. But having an in-game companion in the form of Nikola Tesla provides a new interaction model while playing the game. Because it is powered by LLMs that take the player state as the input, the players always get the right game quests tailored for them. Find the game link in the comments and let me know what you think.
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Presenting Network Cities (@network_cities_), a city builder game where your social network powers your game. The game allows the players to bring in their network without any friction. Bigger your network, the faster you progress in the game. The game follows the basic rules of a city builder game where you collect, build and expand your city. But having an in-game companion in the form of Nikola Tesla provides a new interaction model while playing the game. Because it is powered by LLMs that take the player state as the input, the players always get the right game quests tailored for them. Find the game link in the comments and let me know what you think.

Anshul Dhawan

139,393 Aufrufe • vor 11 Monaten

IF YOU WANT TO HEAL ANYTHING, GO TO WHERE IT FIRST STARTED. - The Universe is intelligent, speak it into existence. - When you speak words, it crystallizes the water of the body (we are water) to the frequency of the words. - Consciousness binds to the water, then the frequency oscillates into the potential dna, which gives instructions to the DNA via epigenetics to code for proteins according to the words just spoken. - Your words become flesh/your body. - Use your own words to heal. - Only speak words that are in alignment with the reality you want to create, and watch what happens... ✨🙌🏾💫 © Samuel Lee
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IF YOU WANT TO HEAL ANYTHING, GO TO WHERE IT FIRST STARTED. - The Universe is intelligent, speak it into existence. - When you speak words, it crystallizes the water of the body (we are water) to the frequency of the words. - Consciousness binds to the water, then the frequency oscillates into the potential dna, which gives instructions to the DNA via epigenetics to code for proteins according to the words just spoken. - Your words become flesh/your body. - Use your own words to heal. - Only speak words that are in alignment with the reality you want to create, and watch what happens... ✨🙌🏾💫 © Samuel Lee

🧬Maxpein🧬

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IF YOU WANT TO HEAL ANYTHING, GO TO WHERE IT FIRST STARTED. - The Universe is intelligent, speak it into existence. - When you speak words, it crystallizes the water of the body (we are water) to the frequency of the words. - Consciousness binds to the water, then the frequency oscillates into the potential dna, which gives instructions to the DNA via epigenetics to code for proteins according to the words just spoken. - Your words become flesh/your body. - Use your own words to heal. - Only speak words that are in alignment with the reality you want to create, and watch what happens... ~ Samuel Lee ✨🙌🏽💫
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IF YOU WANT TO HEAL ANYTHING, GO TO WHERE IT FIRST STARTED. - The Universe is intelligent, speak it into existence. - When you speak words, it crystallizes the water of the body (we are water) to the frequency of the words. - Consciousness binds to the water, then the frequency oscillates into the potential dna, which gives instructions to the DNA via epigenetics to code for proteins according to the words just spoken. - Your words become flesh/your body. - Use your own words to heal. - Only speak words that are in alignment with the reality you want to create, and watch what happens... ~ Samuel Lee ✨🙌🏽💫

🧬Maxpein🧬

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We’re building the future of the Personal Computer for macOS—AI that’s truely your digital assistant. Access to your filesystem, always on, deep integration with your native OS and apps. So proud of the team! Excited to bring this vision to the masses 🙌
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We’re building the future of the Personal Computer for macOS—AI that’s truely your digital assistant. Access to your filesystem, always on, deep integration with your native OS and apps. So proud of the team! Excited to bring this vision to the masses 🙌

Phil LaPier

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you become what you repeatedly do. repetition is one of the most powerful mechanisms of change. what you repeatedly think, focus on, and practice can strengthen the neural pathways associated with those patterns. your job is to become intentional about what you repeat to yourself. feed your mind consistent thoughts, words, and images that align with where you want to go. repeat your goals relentlessly. practice them. visualize them. act on them. eventually, your patterns begin to shape your reality.
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you become what you repeatedly do. repetition is one of the most powerful mechanisms of change. what you repeatedly think, focus on, and practice can strengthen the neural pathways associated with those patterns. your job is to become intentional about what you repeat to yourself. feed your mind consistent thoughts, words, and images that align with where you want to go. repeat your goals relentlessly. practice them. visualize them. act on them. eventually, your patterns begin to shape your reality.

alexei

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I’ve created a way to use your iPhone to travel through time and apps on your Mac. It features a liquid glass timeline that lets you jump between recently opened apps on your Mac and updates in real-time. You can even pin apps to the front of the timeline to create the perfect app launcher combination for your current workflow.
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I’ve created a way to use your iPhone to travel through time and apps on your Mac. It features a liquid glass timeline that lets you jump between recently opened apps on your Mac and updates in real-time. You can even pin apps to the front of the timeline to create the perfect app launcher combination for your current workflow.

Phil Traut ᯅ

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Roboflow charges you for models you have to verify yourself. Introducing Score Studio: the decentralised alternative where every model arrives already proven and ready to work in real world conditions. Every model on the platform is battle-tested through SN44's validation mechanism before you ever touch it. Miners compete, validators score, only the winners survive. You get the output of a permanent open competition, at a fraction of the price. Datasets, annotation, training, deployment. All of it cheaper. All of it validated, accurate and efficient. Need a model that doesn't exist yet? Launch your own model inquiry from the Studio and put the network to work on it. Pay in USD or SN44, straight at subnet level. We're putting the final touches on it now.
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Roboflow charges you for models you have to verify yourself. Introducing Score Studio: the decentralised alternative where every model arrives already proven and ready to work in real world conditions. Every model on the platform is battle-tested through SN44's validation mechanism before you ever touch it. Miners compete, validators score, only the winners survive. You get the output of a permanent open competition, at a fraction of the price. Datasets, annotation, training, deployment. All of it cheaper. All of it validated, accurate and efficient. Need a model that doesn't exist yet? Launch your own model inquiry from the Studio and put the network to work on it. Pay in USD or SN44, straight at subnet level. We're putting the final touches on it now.

Score - Subnet 44

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✨The ones I do: -Simplify the shapes of the character and animate first that simple forms -Create model sheets and trace it -Sculpt a simple model, pose it and copy what you see -Think it like a wire sculpture -Flip the paper to invert the draw, fix it and make it solid 1/2 ⬇️
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✨The ones I do: -Simplify the shapes of the character and animate first that simple forms -Create model sheets and trace it -Sculpt a simple model, pose it and copy what you see -Think it like a wire sculpture -Flip the paper to invert the draw, fix it and make it solid 1/2 ⬇️

Tlauz - Animation course!!

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