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Sol from OpenAI one-shotted a multi-tentacled creature morphology and RL training harness, launched and monitored the run on vast.ai on an H200 and created a Three.js + WebGL / WebGPU browser environment for the harvested policy to crawl around in. I woke up and this guy was running on...

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Aaron Lemke

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26,860 görüntüleme • 24 gün önce •via X (Twitter)

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Using Fable 5 to add fur and a new voice to my RL creature. The voice is based on the neural network activation (pictured top left). Made with Three.js WebGL / WebGPU Runpod trained with JAX and MuJoCo from Google DeepMind
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Using Fable 5 to add fur and a new voice to my RL creature. The voice is based on the neural network activation (pictured top left). Made with Three.js WebGL / WebGPU Runpod trained with JAX and MuJoCo from Google DeepMind

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I just turned 37 today and started this journey when I was 30. After years of building the engine with 💕 and optimizing it, this is the final gameplay running on #webgl with #threejs After converting Jamir from WebGL to WebGPU, I hope to release the X3JS, built on top of Jamir's game engine, in 2025, initially for creating FPP and TPP games, and make it available for everyone. New version will be upcoming in a few days, btw! 🥳 #gamedev #gamedevelopment
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I just turned 37 today and started this journey when I was 30. After years of building the engine with 💕 and optimizing it, this is the final gameplay running on #webgl with #threejs After converting Jamir from WebGL to WebGPU, I hope to release the X3JS, built on top of Jamir's game engine, in 2025, initially for creating FPP and TPP games, and make it available for everyone. New version will be upcoming in a few days, btw! 🥳 #gamedev #gamedevelopment

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I don't think people realize how versatile WebGPU is! 🤯 In this demo, *both* the semantic search model and Earth shaders are running on WebGPU (via Transformers.js and Three.js, respectively). Pretty insane.
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I don't think people realize how versatile WebGPU is! 🤯 In this demo, *both* the semantic search model and Earth shaders are running on WebGPU (via Transformers.js and Three.js, respectively). Pretty insane.

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This Deliver Mail on Tiny Colorful Planet build with Three.js WebGL is a website from . it is so cool, it blows my mind how beautiful and smooth it is.🙌🏻 It’s really well executed, and I highly recommend visiting the website and experiencing it yourself. If there was a “Showcase of the Day,” this would definitely be it. 🔥 #threejs #3D #webdesign #webgl #webgpu
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This Deliver Mail on Tiny Colorful Planet build with Three.js WebGL is a website from . it is so cool, it blows my mind how beautiful and smooth it is.🙌🏻 It’s really well executed, and I highly recommend visiting the website and experiencing it yourself. If there was a “Showcase of the Day,” this would definitely be it. 🔥 #threejs #3D #webdesign #webgl #webgpu

Three.js Resources

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This morning on my run through #pittsburgh I heard a train coming as I was running up the off to the Ft. Pitt Bridge. Stopped to grab a quick video, and the lights from the train and city made for a pretty cool scene.
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This morning on my run through #pittsburgh I heard a train coming as I was running up the off to the Ft. Pitt Bridge. Stopped to grab a quick video, and the lights from the train and city made for a pretty cool scene.

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For this hackathon I taught a robot to beat you in Jenga. It sims every possible move, picks the block that's the best move, then an RL policy pushes it out. Built in MuJoCo & Three.js, running on a real AgileX Robotics arm.
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For this hackathon I taught a robot to beat you in Jenga. It sims every possible move, picks the block that's the best move, then an RL policy pushes it out. Built in MuJoCo & Three.js, running on a real AgileX Robotics arm.

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I tested Rust vs Javascript for games 🎮 I had this question recently and decided to port my Three.js game to Rust Desktop I'm still not able to reproduce the same look on both games but I believe that codewise they are very similar With both games running, the Rust version averages 37FPS while the Three.js version averages around 20FPS If I'm running one game at a time the FPS goes up considerably (60 FPS on both with power on) So the Rust version for Desktop has 85% increase in performance on my Macbook Pro M4 This comparision is basically comparing Browser vs Native, which is not completely fair So that's why I want to port the Rust version to WASM on the browser and benchmark again soon
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I tested Rust vs Javascript for games 🎮 I had this question recently and decided to port my Three.js game to Rust Desktop I'm still not able to reproduce the same look on both games but I believe that codewise they are very similar With both games running, the Rust version averages 37FPS while the Three.js version averages around 20FPS If I'm running one game at a time the FPS goes up considerably (60 FPS on both with power on) So the Rust version for Desktop has 85% increase in performance on my Macbook Pro M4 This comparision is basically comparing Browser vs Native, which is not completely fair So that's why I want to port the Rust version to WASM on the browser and benchmark again soon

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made an interactive video model trained on tap-conditioned data.. tap the screen and it generates the next frames in realtime (small enough to run in the browser with webgpu, even on iphone)
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made an interactive video model trained on tap-conditioned data.. tap the screen and it generates the next frames in realtime (small enough to run in the browser with webgpu, even on iphone)

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I've been working on getting my C multicore-runtime to run on the web. it's still early, but this is a fully multi-threaded renderer + physics running on WebGPU and WASM. 100k cubes, 60 FPS I'll be benchmarking it against Unity ECS soon
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I've been working on getting my C multicore-runtime to run on the web. it's still early, but this is a fully multi-threaded renderer + physics running on WebGPU and WASM. 100k cubes, 60 FPS I'll be benchmarking it against Unity ECS soon

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Some of yall didn’t sit in the family computer room running windows xp on aol dial up and downloading a virus from limewire for this song and it shows.
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Some of yall didn’t sit in the family computer room running windows xp on aol dial up and downloading a virus from limewire for this song and it shows.

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Took it further with Omma AI, (Spline ) now it works on video, and everything working in a Web Browser. Drop a video, Depth Anything v2 calculates the depth map frame by frame, and Three.js renders a fully lit 3D mesh in real time. Depth estimation on video in the browser +Automatic baking pass + Dynamic lighting reacting to the geometry #vibecoding #threejs #webgl
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Took it further with Omma AI, (Spline ) now it works on video, and everything working in a Web Browser. Drop a video, Depth Anything v2 calculates the depth map frame by frame, and Three.js renders a fully lit 3D mesh in real time. Depth estimation on video in the browser +Automatic baking pass + Dynamic lighting reacting to the geometry #vibecoding #threejs #webgl

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Multi-settlement on Ethereum and Solana has been achieved in testnet! In this demo, we deposit SOL from Solana to Twine, perform a SOL to ETH swap on Uniswap deployed on Twine, and withdraw it back to Ethereum. The batch is then settled and finalized on Ethereum and Solana. This makes Twine the best platform to build applications. One chain to twine 'em all🕸️!
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Multi-settlement on Ethereum and Solana has been achieved in testnet! In this demo, we deposit SOL from Solana to Twine, perform a SOL to ETH swap on Uniswap deployed on Twine, and withdraw it back to Ethereum. The batch is then settled and finalized on Ethereum and Solana. This makes Twine the best platform to build applications. One chain to twine 'em all🕸️!

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Holy shit. This is one hell of an ad from a Democrat running for Congress. We need to hold on to every seat and pick up a few to take back the house. Retweet and pass it on far and wide.
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Holy shit. This is one hell of an ad from a Democrat running for Congress. We need to hold on to every seat and pick up a few to take back the house. Retweet and pass it on far and wide.

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say hello to my little friend 🤖 3D model control (move, rotate, scale, animate) using hand gestures and voice commands, running in real-time in the browser! created with Three.js, Rosebud AI, mediapipe computer vision, and web speech API credit to Quaternius for the robot model 🔗 demo below
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say hello to my little friend 🤖 3D model control (move, rotate, scale, animate) using hand gestures and voice commands, running in real-time in the browser! created with Three.js, Rosebud AI, mediapipe computer vision, and web speech API credit to Quaternius for the robot model 🔗 demo below

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🚀 I'm launching r3f-webgpu-perf today! "npm i r3f-webgpu-perf" One thing I missed while working with WebGPU in React Three Fiber was a performance monitor similar to r3f-perf. The existing tool is fantastic, but it doesn’t support the WebGPU renderer yet. So I decided to build one. ✅ Supports both WebGL and WebGPU ✅ Modern and customizable UI ✅ Lightweight and easy to integrate ✅ Built specifically for React Three Fiber My goal is to turn r3f-webgpu-perf into more than just a metrics dashboard. I want it to become a learning tool that provides real-time optimization suggestions based on the techniques I’ve developed while building hundreds of interactive 3D projects over the last two decades. A vanilla Three.js version is also planned. If you’re building with Three.js, React Three Fiber, or WebGPU, I’d love for you to try it and share your feedback. ⭐ GitHub: 📦 NPM: Every GitHub star helps make the tool better for the entire community. #threejs #creativecoding #webgpu #r3f
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“It was a shot to the heart and the chest and the mainframe with Luka … I woke up from my nap and saw that [Reaves] news and was like, ‘S—-.’” - LeBron James on the Lakers injury news in the last 48 hours
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“It was a shot to the heart and the chest and the mainframe with Luka … I woke up from my nap and saw that [Reaves] news and was like, ‘S—-.’” - LeBron James on the Lakers injury news in the last 48 hours

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I woke up and this was the first video on my feed Am I still on planet earth
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I woke up and this was the first video on my feed Am I still on planet earth

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Inspired by Andrej Karpathy's practice of tinkering with smaller GPTs to gain intuition, I've been training small neural nets to play this simple 2d game I created. On the left is a visualization of the neural net firing in real time. Built with Claude, Three.js, and WebGPU and using JAX from Google DeepMind. I’m piping the neuron activation into Ableton as MIDI to trigger Serum 2.
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Inspired by Andrej Karpathy's practice of tinkering with smaller GPTs to gain intuition, I've been training small neural nets to play this simple 2d game I created. On the left is a visualization of the neural net firing in real time. Built with Claude, Three.js, and WebGPU and using JAX from Google DeepMind. I’m piping the neuron activation into Ableton as MIDI to trigger Serum 2.

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I hand-wrote a 500-LoC RL stack to make hacking on RL research much easier. Most RL stacks are either massive and unhackable, or duct-taped research scripts. I am open-sourcing Mithrl, a modular RLVR stack. Next items on my checklist: adding more complex environment examples, supporting multi-gpu + async RL, and QoL fixes. I might scrap external runtime dependencies (Huggingface PEFT + vLLM) and write purpose-built, simpler versions from scratch if I feel the need. If you want to experiment with RL and are looking to own sovereign tools, I’d love to get on call, understand your requirements and help integrate for free.

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Mushroom learns to crawl after being given robot body. The biohybrid robot created by Cornell and Florence University, uses electrical signals from an edible type of mushroom called a king trumpet in order to move around and sense its environment.
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Mushroom learns to crawl after being given robot body. The biohybrid robot created by Cornell and Florence University, uses electrical signals from an edible type of mushroom called a king trumpet in order to move around and sense its environment.

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