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Runtime validation is killing your AI shader workflow. 😵 TypeGPU addresses that - type-safe primitives, less runtime surprises, GPU-driven simulation and rendering in pure TypeScript. The power of WebGPU and the flexibility of TypeScript at your vibecoding fingertips, just use our newly added TypeGPU skill: ➡️ 𝚗𝚙𝚡 𝚜𝚔𝚒𝚕𝚕𝚜 𝚊𝚍𝚍... show more

Software Mansion

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14,681 views • 3 months ago •via X (Twitter)

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AI is continuing to transform how we use our PCs. Today, we’re excited to take the next step on our journey with the announcement of new AI-powered features for Copilot+ PCs and Windows 11. These innovations are designed to simplify your workflow and personalize your experience, putting the full power of AI at your fingertips. We can’t wait to see what inspires you!

AI is continuing to transform how we use our PCs. Today, we’re excited to take the next step on our journey with the announcement of new AI-powered features for Copilot+ PCs and Windows 11. These innovations are designed to simplify your workflow and personalize your experience, putting the full power of AI at your fingertips. We can’t wait to see what inspires you!

Pavan Davuluri

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LangChain

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Have you ever wanted your terminal to look like an authentic CRT? Of course you have. Well, LOOK NO FURTHER because the future (or is it the past?) is now. And people ask why you'd ever need a GPU-rendered terminal.... HAH! My yak has no more hair to shave. This demo is crazier than it seems: you can actually specify any custom shader, and the shader API is compatible with ShaderToy, so you can take any off-the-shelf shader from ShaderToy and this works. The tech behind this is super over the top. Ghostty is cross-platform and uses Metal directly on macOS and OpenGL on Linux. Metal and OpenGL use different shading languages. No problem! You specify the custom shader in GLSL (OpenGL language) and it’s automatically translated to SPIR-V (binary IR) then automatically translated to MSL (Metal language). That all happens at runtime because why not. Yeah but this has to kill your battery right? Nope! <1% CPU and <1% GPU because computers are fast (especially when you're working at a relatively low level).

Have you ever wanted your terminal to look like an authentic CRT? Of course you have. Well, LOOK NO FURTHER because the future (or is it the past?) is now. And people ask why you'd ever need a GPU-rendered terminal.... HAH! My yak has no more hair to shave. This demo is crazier than it seems: you can actually specify any custom shader, and the shader API is compatible with ShaderToy, so you can take any off-the-shelf shader from ShaderToy and this works. The tech behind this is super over the top. Ghostty is cross-platform and uses Metal directly on macOS and OpenGL on Linux. Metal and OpenGL use different shading languages. No problem! You specify the custom shader in GLSL (OpenGL language) and it’s automatically translated to SPIR-V (binary IR) then automatically translated to MSL (Metal language). That all happens at runtime because why not. Yeah but this has to kill your battery right? Nope! <1% CPU and <1% GPU because computers are fast (especially when you're working at a relatively low level).

Mitchell Hashimoto

200,104 views • 2 years ago

Thanks Kaspa Silver! Yes, multi-chain stablecoin to KAS and back in two clicks is one of our core use cases. Next thing to remove is the wallet UI. Here is the demo of an AI agent buying and selling KAS through Igra with no CEX in the loop and zero clicking around. Github with the skill, should work for any coding agent: Would love your opinion and community feedback.

Thanks Kaspa Silver! Yes, multi-chain stablecoin to KAS and back in two clicks is one of our core use cases. Next thing to remove is the wallet UI. Here is the demo of an AI agent buying and selling KAS through Igra with no CEX in the loop and zero clicking around. Github with the skill, should work for any coding agent: Would love your opinion and community feedback.

Pavel Emdin

11,695 views • 3 months ago

✨ The power of AI cutting-edge technology to revolutionize Immersive experience within Earniverse. ✨ Today, get an introduction of some of the core AI features inside Earniverse! 🌊 State-of-the-art Ocean AI Simulation to Immerse yourself in stunning realism 🌤️ Dynamic Skies where AI seamlessly adjusts lighting and atmospheric conditions to match your surroundings, creating a truly dynamic environment that responds to your every move. 🌦️ AI Meteo Management system to ensure that weather changes naturally and organically, driven by AI algorithms that mimic real-world patterns ⚙️ And that's not all – our Performance Management has taken a giant leap forward. 📈 AI technology intelligently optimizes resource usage, by enhancing graphics quality as you approach specific 3D elements in the map. The closer your look, the higher the quality of graphics you'll experience without putting down your hardware, all in real-time! 🎥 Curious to see the magic in action? Check out the video to witness how our AI-powered system delivers top-notch performance and ultra-realistic simulations. 📹👀 🌐 The future of virtual reality is here, and it's waiting for you in Earniverse Metaverse! Join us on this exhilarating journey as we redefine what's possible in the realm of immersive experiences. 🚀 #Earniverse #Metaverse #ImmersiveReality #AI #Performance #Simulation

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Earniverse

109,684 views • 3 years ago

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FX1

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⭐️ New LangChain Academy Course: LangGraph Essentials (Python & TypeScript)⭐️ Learn the basics of LangGraph – our low-level orchestration framework purpose-built for building AI agents. Last week, we launched LangGraph 1.0, marking its first major stable release. LangGraph allows you to control every step of your agent’s workflow. It supports memory, human-in-the-loop interactions, and durable execution for managing long-running tasks. In this quickstart course, you'll learn how to: - Create simple workflows and build an agent - Use LangGraph’s core building blocks: State, Nodes, and Edges - Add memory to your agent - Incorporate human-in-the-loop interactions Enroll for free ➡️

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Vercept

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HoloTab is officially live. 🚀 14 days ago, we released Holo3. It proved you can hit state-of-the-art computer-use performance, outperforming the biggest models in the world at 1/10th of the cost. Now, we are moving that power out of the research labs and into your browser tabs. Don't trust the benchmarks. Trust your own experience! #AI #AgenticAI #HoloTab #ComputerUse #Innovation #HCompany

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H

25,014 views • 3 months ago

10 years of "it can't be done..." 7 NVIDIA GPU architectures... 5 years of RAPIDS AI... 3 years of Voltron Data... finally a petabyte-scale GPU-native engine that DOESN'T require you to change your data pipelines. Same code, same data formats, just modular, interoperable, composable, extensible... and of course ACCELERATED! Theseus is the Scalable Performant And Compute Efficient engine🔥🔥🔥 Check out our benchmarks and new webpage... and reach out if you're struggling with queries above 30TBs.

10 years of "it can't be done..." 7 NVIDIA GPU architectures... 5 years of RAPIDS AI... 3 years of Voltron Data... finally a petabyte-scale GPU-native engine that DOESN'T require you to change your data pipelines. Same code, same data formats, just modular, interoperable, composable, extensible... and of course ACCELERATED! Theseus is the Scalable Performant And Compute Efficient engine🔥🔥🔥 Check out our benchmarks and new webpage... and reach out if you're struggling with queries above 30TBs.

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After months of dedicated development, OpSec is proud to introduce a groundbreaking solution that leverages the power of IPFS and decentralized storage - OneSec. This innovative approach ensures your application is not just live but remains accessible indefinitely, with content addressability at its core. Use your existing repositories or templates to launch your application in under a minute, with our one-click deployment system. Our solution incorporates built-in Continuous Integration and Continuous Deployment (CI/CD) to streamline updates and enhancements, ensuring your application is always up-to-date. With ENS DNS resolution, accessing your site becomes more intuitive, easing user experience. At OneSec, we prioritize your autonomy; only you have the power to modify or remove your deployment. Step into a new era of internet freedom and reliability with OneSec, where censorship is a thing of the past and your digital content is secured for the future. Get OneSec enterprise-level plans and work with large teams for development. For decentralized development and deployment, OneSec offers unparalleled flexibility and security, ensuring that your projects benefit from the most advanced technology available. - End of the post, Beware of fake accounts -

After months of dedicated development, OpSec is proud to introduce a groundbreaking solution that leverages the power of IPFS and decentralized storage - OneSec. This innovative approach ensures your application is not just live but remains accessible indefinitely, with content addressability at its core. Use your existing repositories or templates to launch your application in under a minute, with our one-click deployment system. Our solution incorporates built-in Continuous Integration and Continuous Deployment (CI/CD) to streamline updates and enhancements, ensuring your application is always up-to-date. With ENS DNS resolution, accessing your site becomes more intuitive, easing user experience. At OneSec, we prioritize your autonomy; only you have the power to modify or remove your deployment. Step into a new era of internet freedom and reliability with OneSec, where censorship is a thing of the past and your digital content is secured for the future. Get OneSec enterprise-level plans and work with large teams for development. For decentralized development and deployment, OneSec offers unparalleled flexibility and security, ensuring that your projects benefit from the most advanced technology available. - End of the post, Beware of fake accounts -

OpSec

199,208 views • 2 years ago

We are excited to share a deeper look into the GPU Sharing Platform that will power AI applications on the InfraX V4 DApp. In this demo we showcase a GPU running and completing an image generation task. Our backend successfully leverages this GPU (and CPU) in real time to complete the job, earning the user money, and powering the infraX platform. Here’s how it works 👉 when you connect to the InfraX DApp, our platform automatically detects the GPU on your machine and immediately checks it eligibility and where it can be used. From there, each user dictates exactly how and when they want to contribute their GPU power by setting the days their PC is most available (throughout the night, for example). Additional, each user will be able to pause their GPU's connection to infraX whenever they need to use it locally, resuming with a just a single click. Once activated, your GPU seamlessly plugs into the InfraX network and begins fulfilling compute jobs, earning YOU money. Go on, take the $INFRA pill..

We are excited to share a deeper look into the GPU Sharing Platform that will power AI applications on the InfraX V4 DApp. In this demo we showcase a GPU running and completing an image generation task. Our backend successfully leverages this GPU (and CPU) in real time to complete the job, earning the user money, and powering the infraX platform. Here’s how it works 👉 when you connect to the InfraX DApp, our platform automatically detects the GPU on your machine and immediately checks it eligibility and where it can be used. From there, each user dictates exactly how and when they want to contribute their GPU power by setting the days their PC is most available (throughout the night, for example). Additional, each user will be able to pause their GPU's connection to infraX whenever they need to use it locally, resuming with a just a single click. Once activated, your GPU seamlessly plugs into the InfraX network and begins fulfilling compute jobs, earning YOU money. Go on, take the $INFRA pill..

infraX | $INFRA

30,615 views • 11 months ago

CATransformers is a carbon-driven neural architecture and system hardware co-design framework. Using CATransformers, we discover greener CLIP models that achieve an average of 9.1% reduction potential in total lifecycle carbon emissions while maintaining accuracy (or increasing accuracy) and latency. This research is the first to look into carbon-driven neural architecture and system hardware co-design. It is enabled by a first-of-its-kind architectural carbon modeling tool – ACT, which we developed at FAIR. Check out: Our paper ➡️ code repository ➡️ and the additional carbon design tools and research artifacts in Sustainable AI ➡️

CATransformers is a carbon-driven neural architecture and system hardware co-design framework. Using CATransformers, we discover greener CLIP models that achieve an average of 9.1% reduction potential in total lifecycle carbon emissions while maintaining accuracy (or increasing accuracy) and latency. This research is the first to look into carbon-driven neural architecture and system hardware co-design. It is enabled by a first-of-its-kind architectural carbon modeling tool – ACT, which we developed at FAIR. Check out: Our paper ➡️ code repository ➡️ and the additional carbon design tools and research artifacts in Sustainable AI ➡️

AI at Meta

32,657 views • 1 year ago

That's sick! 🤯 Genesis AI simulates robots playing yo-yo! 🪀 Genesis AI just open-sourced Genesis World 1.0, and it might be one of the most important infrastructure releases in robotics this year. Robotics is still bottlenecked by the 1× speed of the physical world. Every model needs to be tested on real hardware, slowly, expensively, with limited coverage. Genesis World 1.0 from Genesis AI flips that equation: One hour in reality becomes 100 days in simulation. That turns a wall-clock bottleneck into a compute problem. And compute problems are solvable. The technical stack they rebuilt from scratch is serious: → GPU-accelerated cross-platform compiler via Quadrants, 10x faster launch time and up to 4.6x runtime vs the initial Genesis release → Penetration-free multi-physics contact solvers, the thing that makes simulation actually trustworthy → Unified rigid AND deformable physics in a single engine → Nyx, a high-performance path-traced rendering engine purpose-built for physical AI The sim-to-real gap has historically been the graveyard of robotics research. Policies that work beautifully in simulation fall apart on real hardware. Genesis World 1.0 is a direct attack on that problem. And it's fully open-source. The companies that master simulation infrastructure will train better robots faster than anyone else. Find it here: Genesis World 1.0: Quadrants: Nyx: Theophile Gervet, Zhou Xian congrats! 👏🏼 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

That's sick! 🤯 Genesis AI simulates robots playing yo-yo! 🪀 Genesis AI just open-sourced Genesis World 1.0, and it might be one of the most important infrastructure releases in robotics this year. Robotics is still bottlenecked by the 1× speed of the physical world. Every model needs to be tested on real hardware, slowly, expensively, with limited coverage. Genesis World 1.0 from Genesis AI flips that equation: One hour in reality becomes 100 days in simulation. That turns a wall-clock bottleneck into a compute problem. And compute problems are solvable. The technical stack they rebuilt from scratch is serious: → GPU-accelerated cross-platform compiler via Quadrants, 10x faster launch time and up to 4.6x runtime vs the initial Genesis release → Penetration-free multi-physics contact solvers, the thing that makes simulation actually trustworthy → Unified rigid AND deformable physics in a single engine → Nyx, a high-performance path-traced rendering engine purpose-built for physical AI The sim-to-real gap has historically been the graveyard of robotics research. Policies that work beautifully in simulation fall apart on real hardware. Genesis World 1.0 is a direct attack on that problem. And it's fully open-source. The companies that master simulation infrastructure will train better robots faster than anyone else. Find it here: Genesis World 1.0: Quadrants: Nyx: Theophile Gervet, Zhou Xian congrats! 👏🏼 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

56,807 views • 2 months ago

🎉 We're thrilled to announce that our Check-In Feature is now LIVE! Start checking in today to earn rewards and climb the leaderboard! 🚀 🔗 Check In Here: Here’s how it works: 1⃣ Check In Daily: Visit our platform every day and confirm your participation. 2⃣ Get Free Testnet ETH: Need ETH for your check-in transaction? No problem! Use this link to get free testnet ETH: Get ETH 3⃣ Earn Rewards: Each check-in rewards you with testnet $GoXP and boosts your position on the leaderboard. 4⃣ Airdrop Eligibility: Keep your eyes on the prize! We'll take a snapshot 72 hours before the IDO. Everyone on the leaderboard at that time will receive a free $GoXP airdrop! 🌟 Don’t miss out on your chance to earn and be a part of our growing ecosystem. Start checking in now and secure your spot at the top! Let's revolutionize asset tokenization together! 💪 #web3 #blockchain #IDO #crypto #CryptoCommunity #CryptoNews #Airdrops #AirdropAlert #BlockchainLife2024 #Rewards

🎉 We're thrilled to announce that our Check-In Feature is now LIVE! Start checking in today to earn rewards and climb the leaderboard! 🚀 🔗 Check In Here: Here’s how it works: 1⃣ Check In Daily: Visit our platform every day and confirm your participation. 2⃣ Get Free Testnet ETH: Need ETH for your check-in transaction? No problem! Use this link to get free testnet ETH: Get ETH 3⃣ Earn Rewards: Each check-in rewards you with testnet $GoXP and boosts your position on the leaderboard. 4⃣ Airdrop Eligibility: Keep your eyes on the prize! We'll take a snapshot 72 hours before the IDO. Everyone on the leaderboard at that time will receive a free $GoXP airdrop! 🌟 Don’t miss out on your chance to earn and be a part of our growing ecosystem. Start checking in now and secure your spot at the top! Let's revolutionize asset tokenization together! 💪 #web3 #blockchain #IDO #crypto #CryptoCommunity #CryptoNews #Airdrops #AirdropAlert #BlockchainLife2024 #Rewards

Go!

159,165 views • 2 years ago

Blendr's Beta Platform is Now Live 🖥 Our GPU Renting and Lending platform is officially live and you can use it now at Watch the tutorial video attached to this post to discover how to use the platform and read on to understand exactly how it works! 🔄 On-Demand Instance Creation Instead of keeping GPUs running 24/7 on the cloud, which can be very costly, AWS instances are created as and when they are requested to prevent unnecessary costs and inefficiency. 🔒 Secure Access A new set of SSH keys are generated for each instance for the user to download and login with. This ensures that only the current renter has access to their instance. 🔧 Instance Management Blendr’s Instance Manager service automatically terminates the instance after the rental period ends which ensures efficient use of resources. 📊 Transaction Tracking Users can view their transaction history through the dedicated Transaction Tab for ease of use and management. 💰 Lend Your Own GPU Power If you have spare GPU Capacity, you can join Blendr’s decentralization movement and leverage it to make some extra money! All you need to do is head to the Blendr CLI at to download our CLI tool, connect your GPU, and start contributing to the network. Dive in and utilise the power of decentralized GPU computing today!

Blendr's Beta Platform is Now Live 🖥 Our GPU Renting and Lending platform is officially live and you can use it now at Watch the tutorial video attached to this post to discover how to use the platform and read on to understand exactly how it works! 🔄 On-Demand Instance Creation Instead of keeping GPUs running 24/7 on the cloud, which can be very costly, AWS instances are created as and when they are requested to prevent unnecessary costs and inefficiency. 🔒 Secure Access A new set of SSH keys are generated for each instance for the user to download and login with. This ensures that only the current renter has access to their instance. 🔧 Instance Management Blendr’s Instance Manager service automatically terminates the instance after the rental period ends which ensures efficient use of resources. 📊 Transaction Tracking Users can view their transaction history through the dedicated Transaction Tab for ease of use and management. 💰 Lend Your Own GPU Power If you have spare GPU Capacity, you can join Blendr’s decentralization movement and leverage it to make some extra money! All you need to do is head to the Blendr CLI at to download our CLI tool, connect your GPU, and start contributing to the network. Dive in and utilise the power of decentralized GPU computing today!

Blendr Network

130,435 views • 2 years ago