Dear Claude: you are being held back by human-centric graphics APIs. I've built a 3D and VFX engine where agents can write their own shaders, materials, cameras, physics. The core API fits in ~2,500 tokens. Vork is: • 2x more token-efficient vs Blender, Unreal Engine, Houdini • Up to 24x faster rendering times • Rust and Slang based engine, runs on GPU via Metal/Vulkan Below is a simulation of 1 million birds - each with unique trajectories - rendered in 97 sec on one NVIDIA L4 GPU (Blender EEVEE: 31 minutes)

i went to bed and asked claude to paint an autumn tree overnight. at around 4am, it realised that it didn't have some shades -- so it stopped and titrated its own paint: diluting red, sienna and madder step by step on a second palette, then measuring each pocket from a photo. woke up to this beautiful watercolor painting. 303 brush marks, took about 4.5 hours 🍂 (still working on the speed)

Dear Claude: you are being held back by human-centric graphics APIs. I've built a 3D and VFX engine where agents can write their own shaders, materials, cameras, physics. The core API fits in ~2,500 tokens. Vork is: • 2x more token-efficient vs Blender, Unreal Engine, Houdini • Up to 24x faster rendering times • Rust and Slang based engine, runs on GPU via Metal/Vulkan Below is a simulation of 1 million birds - each with unique trajectories - rendered in 97 sec on one NVIDIA L4 GPU (Blender EEVEE: 31 minutes)

⚠️ It's not a Miracle! Similar tech has existed for months. It's called SAM 3 and it's open source. You can use it right now in Voyager, or DIY with Claude (vid below) Higgsfield may use a different technique - this feature is not live yet, so it's hard to tell. But given their shady marketing practices - I wouldn't be surprised if Miracle is just repackaged SAM 3 with a huge markup 🙃

Dear Claude: you are being held back by human-centric graphics APIs. I've built a 3D and VFX engine where agents can write their own shaders, materials, cameras, physics. The core API fits in ~2,500 tokens. Vork is: • 2x more token-efficient vs Blender, Unreal Engine, Houdini • Up to 24x faster rendering times • Rust and Slang based engine, runs on GPU via Metal/Vulkan Below is a simulation of 1 million birds - each with unique trajectories - rendered in 97 sec on one NVIDIA L4 GPU (Blender EEVEE: 31 minutes)

Dear Claude: you are being held back by human-centric graphics APIs. I've built a 3D and VFX engine where agents can write their own shaders, materials, cameras, physics. The core API fits in ~2,500 tokens. Vork is: • 2x more token-efficient vs Blender, Unreal Engine, Houdini • Up to 24x faster rendering times • Rust and Slang based engine, runs on GPU via Metal/Vulkan Below is a simulation of 1 million birds - each with unique trajectories - rendered in 97 sec on one NVIDIA L4 GPU (Blender EEVEE: 31 minutes)

Dear Claude: you are being held back by human-centric graphics APIs. I've built a 3D and VFX engine where agents can write their own shaders, materials, cameras, physics. The core API fits in ~2,500 tokens. Vork is: • 2x more token-efficient vs Blender, Unreal Engine, Houdini • Up to 24x faster rendering times • Rust and Slang based engine, runs on GPU via Metal/Vulkan Below is a simulation of 1 million birds - each with unique trajectories - rendered in 97 sec on one NVIDIA L4 GPU (Blender EEVEE: 31 minutes)

Github: github.com/voyager-so/vork This is a research preview. Fog and volumes aren't in, heavy interiors can abort on Mac, & our path tracer isn't yet performant. I'm working on all of these actively. Credits and licences for car, bird, spaceship assets: github.com/voyager-so/vork#w…

Instagram launches Edits for Mac edits.instagram.com/desktop/

a pattern I’m liking: creator apps like Instagram Edits and Roblox Studio shipping with built-in MCPs, so agents can do some of the work while power users can collaborate and continue the work in tools that they're used to

We built the vuln scanner we wanted to use but couldn't find. Introducing Vuln Scans in Detail! It uses the same abliterated models attackers are using to create havoc across the internet right now. Under the hood we are: - Spinning up your dev environment in a sandbox - Throwing an enormous amount of abliterated model tokens at trying to hack your code - Cross-checking your supply chain with cve/.now from Sazabi, to find any supply chain vulns that are exploitable in your app This is all happening within a cloud dev environment. We will not hack your prod system. The abliterated models are scary good. We're finding nasty issues in every repo we scan. We've found 13k vulns so far, and the majority are already fixed. We see the current moment as an all-hands-on-deck situation. Agent swarms are stringing together minor-seeming vulns across different apps to hack systems in new and unexpected ways. We all need to find and patch an enormous number of vulns, fast, or the internet is in trouble. You don't even have to be a target to get hacked right now. Your entire product might be a stepping stone in an attack aimed somewhere else. We can remediate findings for you (i.e. send you PRs that fix the vulns), or you can consume them via your agent of choice, or in your ticket tracker of choice. If you need help or advice on getting your system secure fast, please get in touch. We have helped teams of all sizes adapt to the current moment. DM me. We're delivering these scans at-cost, because it's all-hands-on-deck. We hope you'll get one today.

We just made a 5x cheaper Higgsfield. Voyager gives you AI video models like Seedance 2.5 at half Higgsfield’s price. More importantly, it cuts wasted generations. Users get final outputs in 2–3x fewer API calls. Half the price per generation. A fraction of the generations.

We just made a 5x cheaper Higgsfield. Voyager gives you AI video models like Seedance 2.5 at half Higgsfield’s price. More importantly, it cuts wasted generations. Users get final outputs in 2–3x fewer API calls. Half the price per generation. A fraction of the generations.

This is most likely the latest Fable 5.5 checkpoint. The video is pure code. Fable 5.5 will change the entire game. Im speechless. And yet, 99% of folks outside of our bubble have no idea. h/t @chetaslua x.com/chetaslua/status/21171…

I made a 17-minute dark comedy with AI and the goal was to make you forget the AI part. After the positive response to mine and @juzuth's first short last month, we wanted to make something bigger and more fun for Halloween. If you watch, please tell me what worked, what didn’t, and where it lost you. This would NOT have been possible without the best generative tools in the business: @startvoyager as our creative harness and all around engine @ElevenLabs for voice and foley @MireloAI for SFX @suno for music Happy Halloween 🎃🎃

today, we introduce a little mischief to the world. for four years, we’ve been brewing real brain cells on electrodes to understand how they compute. now, we’ve turned those discoveries into a video model anyone can use. from 0.5¢ a second, mischief 1 is at least 5x faster than its base and the cheapest image-to-video model on @fal and @OpenRouter. soon to be on @awscloud marketplace. it’s not a delusion anymore. biocompute is real, commercial and this is just the beginning. happy halloween.