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My MTSDF generator is ready, built in Rust. The output is highly optimized and plugs directly into my WebGPU engine, using instanced glyphs. Text now aligns perfectly between canvas and HTML, whatever the font used, with accurate position, letter spacing and line height. 🦀 Next step is a particles... show more

Aristide Benoist

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20,250 görüntüleme • 5 ay önce •via X (Twitter)

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HTML enters 3D! Or vice versa? With the new HTML in Canvas by WICG, we can finally put native DOM elements directly into WebGL/WebGPU scenes. It is experimental for now, but the possibilities for 3D interfaces and special effects are huge. This demo was built using Three.js and Omma AI (tool by Spline ) It’s a fun new way to explore what the web can do! Are you interested in seeing the demo?

HTML enters 3D! Or vice versa? With the new HTML in Canvas by WICG, we can finally put native DOM elements directly into WebGL/WebGPU scenes. It is experimental for now, but the possibilities for 3D interfaces and special effects are huge. This demo was built using Three.js and Omma AI (tool by Spline ) It’s a fun new way to explore what the web can do! Are you interested in seeing the demo?

Gábor Pribék

175,833 görüntüleme • 2 ay önce

A tour of the post-processing features in my WebGPU engine. Chaining global passes like blur, bloom, and pixelate, on top of a disturb pipeline with its own options: distortion, black and white, lighten, darken, noise, RGB split, and more. It also supports layer and plane UV isolation. Planes can have optional shadows and rounded borders. Behind-the-scenes split view shows the raw pass vs final composite. Built from scratch with the WebGPU JavaScript API. Lightweight, minimal code, 0 dependencies, modular custom components 🧩. Next, vertex work and finish the MTSDF generator I’m building in Rust. ✨

A tour of the post-processing features in my WebGPU engine. Chaining global passes like blur, bloom, and pixelate, on top of a disturb pipeline with its own options: distortion, black and white, lighten, darken, noise, RGB split, and more. It also supports layer and plane UV isolation. Planes can have optional shadows and rounded borders. Behind-the-scenes split view shows the raw pass vs final composite. Built from scratch with the WebGPU JavaScript API. Lightweight, minimal code, 0 dependencies, modular custom components 🧩. Next, vertex work and finish the MTSDF generator I’m building in Rust. ✨

Aristide Benoist

15,953 görüntüleme • 5 ay önce

Under the hood of every gaussian splat lives a point cloud - what this mean is we can do some really cool things! With points and particles being so relative - you can actually treat them as if they were the same. Here we're using INSYDIUM X-Particles to drive a nexus particle simulation from the millions of splat points directly. This opens the doors to tons of creative opportunities for splats via XP with the full stack of modifiers and controls to take your splat assets to the next level! Rendered with OTOY Octane 2026

Under the hood of every gaussian splat lives a point cloud - what this mean is we can do some really cool things! With points and particles being so relative - you can actually treat them as if they were the same. Here we're using INSYDIUM X-Particles to drive a nexus particle simulation from the millions of splat points directly. This opens the doors to tons of creative opportunities for splats via XP with the full stack of modifiers and controls to take your splat assets to the next level! Rendered with OTOY Octane 2026

Spenser Dickerson

12,055 görüntüleme • 7 ay önce

Save this for the next time your typography feels weird and you can’t explain why. Nine times out of ten, it’s line-height - the vertical space between lines of text that decides whether type feels confident or clumsy, readable or tiring. Headlines Compress them. ~1.05–1.25 is usually right. Headlines aren’t meant to be read carefully line by line. They’re meant to land as a shape. Tighter leading pulls words into a single visual block and makes the headline feel confident and intentional. One hard rule: ascenders and descenders should never touch. If your t’s and l’s are colliding with g’s and y’s, you’ve gone too far. Body text Do the opposite. Give it air. ~1.4–1.7, depending on the typeface, its x-height, and the line length. Body text is about endurance. Your reader shouldn’t notice the typography at all. If they’re aware of the type, something’s off. The goal is that they just keep going, paragraph after paragraph, without friction. In Framer, you can find the Line-height settings in the Text Panel > Line. And yes, this applies even if you’re using the same font for headlines and body text! Same font, same page, but they have completely different jobs - and different line height. Sometimes, choosing a good type isn’t enough - you need to know how much space to give letters so they can do their work.

Save this for the next time your typography feels weird and you can’t explain why. Nine times out of ten, it’s line-height - the vertical space between lines of text that decides whether type feels confident or clumsy, readable or tiring. Headlines Compress them. ~1.05–1.25 is usually right. Headlines aren’t meant to be read carefully line by line. They’re meant to land as a shape. Tighter leading pulls words into a single visual block and makes the headline feel confident and intentional. One hard rule: ascenders and descenders should never touch. If your t’s and l’s are colliding with g’s and y’s, you’ve gone too far. Body text Do the opposite. Give it air. ~1.4–1.7, depending on the typeface, its x-height, and the line length. Body text is about endurance. Your reader shouldn’t notice the typography at all. If they’re aware of the type, something’s off. The goal is that they just keep going, paragraph after paragraph, without friction. In Framer, you can find the Line-height settings in the Text Panel > Line. And yes, this applies even if you’re using the same font for headlines and body text! Same font, same page, but they have completely different jobs - and different line height. Sometimes, choosing a good type isn’t enough - you need to know how much space to give letters so they can do their work.

charlota

21,862 görüntüleme • 5 ay önce

🪄 ChatGPT-5 Magic!🪄 I took the classic AI coding challenge into full 3D with our upcoming #FigminXR API — and my mind is blown 🤯 My AI built the 3D models using our Tilt Brush tools and brought them to life with it's *OWN* physics simulation! Code in the comments ⬇️

🪄 ChatGPT-5 Magic!🪄 I took the classic AI coding challenge into full 3D with our upcoming #FigminXR API — and my mind is blown 🤯 My AI built the 3D models using our Tilt Brush tools and brought them to life with it's OWN physics simulation! Code in the comments ⬇️

Javier Davalos

17,596 görüntüleme • 11 ay önce

I am really super happy to show you my research that transform 3D volumetric capture of man capture with Kartel.ai and with env gaussian splatting generated with World Labs in a three.js player . And all that is "upscale" using Hunyuan vid2vid model with a Lora train on videos on the main actor. Hope the future of movie is here :) . Still need some work, but you can get the idea

I am really super happy to show you my research that transform 3D volumetric capture of man capture with Kartel.ai and with env gaussian splatting generated with World Labs in a three.js player . And all that is "upscale" using Hunyuan vid2vid model with a Lora train on videos on the main actor. Hope the future of movie is here :) . Still need some work, but you can get the idea

Lovis Odin

23,004 görüntüleme • 1 yıl önce

Seems like a good opportunity to share a trick I used on the React Aria website to make headings scale to fit the viewport on mobile, even with SSR. I used fontkit, a library I wrote 10 years ago to parse fonts and layout glyphs, to measure the width of the heading at build time in the "em" unit. width = font.layout('DateRangePicker').advanceWidth / font.unitsPerEm This is a size independent measurement using the font's internal metrics. When multiplied by any font size, you get the pixel width of the text. To calculate the font size, set this as a CSS variable and divide the target width (100vw minus padding). Clamp to make sure it doesn't get too big or small. font-size: clamp(35px, (100vw - 32px) / var(--text-width), 55px) And tada! You have perfectly scaling text no matter the viewport size. 🎉

Seems like a good opportunity to share a trick I used on the React Aria website to make headings scale to fit the viewport on mobile, even with SSR. I used fontkit, a library I wrote 10 years ago to parse fonts and layout glyphs, to measure the width of the heading at build time in the "em" unit. width = font.layout('DateRangePicker').advanceWidth / font.unitsPerEm This is a size independent measurement using the font's internal metrics. When multiplied by any font size, you get the pixel width of the text. To calculate the font size, set this as a CSS variable and divide the target width (100vw minus padding). Clamp to make sure it doesn't get too big or small. font-size: clamp(35px, (100vw - 32px) / var(--text-width), 55px) And tada! You have perfectly scaling text no matter the viewport size. 🎉

Devon Govett

48,276 görüntüleme • 3 ay önce

System identification (sysid) is the process of finding the physical parameters that make a simulation match reality. If you're training an RL locomotion policy in simulation, the accuracy of your motor model directly affects how well the policy transfers to the real robot. A recent git commit by Kevin Zakka added a sysid toolbox to MuJoCo which automates this process: you provide recorded motor data and a MuJoCo model, and it optimizes the model parameters to minimize the difference between simulated and real trajectories. For my RobStride Dynamics RS02 QDD motors (17 Nm peak, 7.75:1 gear), I built a Rust tool that sends multi-sine torque excitation at 1 kHz and records position/velocity feedback. I then feed this data into MuJoCo's sysid optimizer.

System identification (sysid) is the process of finding the physical parameters that make a simulation match reality. If you're training an RL locomotion policy in simulation, the accuracy of your motor model directly affects how well the policy transfers to the real robot. A recent git commit by Kevin Zakka added a sysid toolbox to MuJoCo which automates this process: you provide recorded motor data and a MuJoCo model, and it optimizes the model parameters to minimize the difference between simulated and real trajectories. For my RobStride Dynamics RS02 QDD motors (17 Nm peak, 7.75:1 gear), I built a Rust tool that sends multi-sine torque excitation at 1 kHz and records position/velocity feedback. I then feed this data into MuJoCo's sysid optimizer.

David Bar

48,347 görüntüleme • 3 ay önce

HOLY MOLY running a 35B model locally on a MacBook shouldn’t be THIS FAST 🤯 Spent my weekend in atomic.chat testing Qwen 35B vs. Qwen 27B on my local machine. I had them generate a fully animated HTML/Canvas car mini-game (demo below), ... and both models breezed through the physics and parallax scrolling without a hitch! The secret sauce here is the Atomic Chat app. Because it's perfectly optimized for Mac and uses Google's new TurboQuant under the hood, you can run heavy open-source models flawlessly while keeping top-tier output quality 👊 Other perks: → ZERO setup required → Access 1,000+ models completely free → 100% offline and private → Zero API limits ... and MUCH more! I dropped the prompt I used in the 🧵↓ Spin it up locally and let me know what you get!

HOLY MOLY running a 35B model locally on a MacBook shouldn’t be THIS FAST 🤯 Spent my weekend in atomic.chat testing Qwen 35B vs. Qwen 27B on my local machine. I had them generate a fully animated HTML/Canvas car mini-game (demo below), ... and both models breezed through the physics and parallax scrolling without a hitch! The secret sauce here is the Atomic Chat app. Because it's perfectly optimized for Mac and uses Google's new TurboQuant under the hood, you can run heavy open-source models flawlessly while keeping top-tier output quality 👊 Other perks: → ZERO setup required → Access 1,000+ models completely free → 100% offline and private → Zero API limits ... and MUCH more! I dropped the prompt I used in the 🧵↓ Spin it up locally and let me know what you get!

Charly Wargnier

100,007 görüntüleme • 2 ay önce

messy inputs 👉🏽 polished outputs built a prototype with the idea of letting users bring together images from Lummi into a canvas, quickly wireframe a concept, and then generate polished images as a photo, illustration, 3d render, whatever—with the right lighting, shadows, cohesive colors, and all that good stuff the output is still not great... but this is where I see the future of creative tools heading—kind of like how you give ChatGPT an idea for an email—all the messy bits—and it writes it for you in any tone or style you want in a clear way. now imagine that but for design or imagery

messy inputs 👉🏽 polished outputs built a prototype with the idea of letting users bring together images from Lummi into a canvas, quickly wireframe a concept, and then generate polished images as a photo, illustration, 3d render, whatever—with the right lighting, shadows, cohesive colors, and all that good stuff the output is still not great... but this is where I see the future of creative tools heading—kind of like how you give ChatGPT an idea for an email—all the messy bits—and it writes it for you in any tone or style you want in a clear way. now imagine that but for design or imagery

Pablo Stanley

12,109 görüntüleme • 1 yıl önce

Set is ready Elon Musk We built it 25min from downtown Austin and can shoot anytime in the next 7 days on 1h notice. Humanity is on the verge of becoming a multi-planet species and spacefaring civilization. My goal with this interview is to help people viscerally feel what that future is going to look like and get everyone excited to help build it.

Set is ready Elon Musk We built it 25min from downtown Austin and can shoot anytime in the next 7 days on 1h notice. Humanity is on the verge of becoming a multi-planet species and spacefaring civilization. My goal with this interview is to help people viscerally feel what that future is going to look like and get everyone excited to help build it.

Ti Morse

2,502,578 görüntüleme • 1 ay önce

By Thursday, we will be announcing Phase IV of the Health Insurance for vulnerable citizens in Kaduna. The figure takes us to over 1, 000 in partnership with KACHMA. I missed being in the office. In the next few weeks, I will state my position politically. I owe the public that. I always state whatever I do through my handles. I was with my father for a few hours and he is fine with me running. As God is my witness, and on behalf of the excellent people Kaduna North, I will be running for office in 2027, if alive. We will still focus on the job we were elected to do, and there are a few leaders, Northern Statesmen and fathers that I have to speak to. My position is peculiar. But I have tried to handle with honour and dignity. My wife and I have decided this is the right course. And my people are with me, on social media and offline. I have never feared an election for a day. But it is the right of anyone to try. Respect that right knowing my record speaks for me. Thank you.

By Thursday, we will be announcing Phase IV of the Health Insurance for vulnerable citizens in Kaduna. The figure takes us to over 1, 000 in partnership with KACHMA. I missed being in the office. In the next few weeks, I will state my position politically. I owe the public that. I always state whatever I do through my handles. I was with my father for a few hours and he is fine with me running. As God is my witness, and on behalf of the excellent people Kaduna North, I will be running for office in 2027, if alive. We will still focus on the job we were elected to do, and there are a few leaders, Northern Statesmen and fathers that I have to speak to. My position is peculiar. But I have tried to handle with honour and dignity. My wife and I have decided this is the right course. And my people are with me, on social media and offline. I have never feared an election for a day. But it is the right of anyone to try. Respect that right knowing my record speaks for me. Thank you.

Hon. Mohammed Bello El-Rufai

54,435 görüntüleme • 3 ay önce

CryptoAutos & TRON: Driving Web3 Payments Forward! We’re shifting into high gear with TRON DAO as we bring TRX into the CryptoAutos ecosystem! 🌍 You will now be able to buy luxury cars, supercars, and exclusive off-market vehicles with TRX, seamlessly integrating one of the fastest, most scalable blockchains into real-world asset ownership. TRON’s mission to decentralise the web aligns perfectly with our vision for tokenised vehicle ownership, fast, efficient, and borderless. With 1.7M followers on X and an ever expanding ecosystem this partnership is HUGE, MASSIVE, GINORMOUS!!! The future of car ownership is on-chain, and TRON holders are in the driver’s seat. Who’s ready to make their next ride a Web3-powered one? 🚗💨

CryptoAutos & TRON: Driving Web3 Payments Forward! We’re shifting into high gear with TRON DAO as we bring TRX into the CryptoAutos ecosystem! 🌍 You will now be able to buy luxury cars, supercars, and exclusive off-market vehicles with TRX, seamlessly integrating one of the fastest, most scalable blockchains into real-world asset ownership. TRON’s mission to decentralise the web aligns perfectly with our vision for tokenised vehicle ownership, fast, efficient, and borderless. With 1.7M followers on X and an ever expanding ecosystem this partnership is HUGE, MASSIVE, GINORMOUS!!! The future of car ownership is on-chain, and TRON holders are in the driver’s seat. Who’s ready to make their next ride a Web3-powered one? 🚗💨

CryptoAutos

127,030 görüntüleme • 1 yıl önce

HAVZTEZ LLC equipment is leaving the company to be exhibited at the MSITF-2025 exhibition organized by the Defense Industry Agency under the Ministry of Defense of the Republic of Uzbekistan, which will be held from May 29 to July 1 (Victory Park, Tashkent). ARSLON, TQARLON-M, and TO'FON 155/52 self-propelled guns. The video also shows a covered modernized T-64B tank, which will be the “star” of the exhibition. The main focus of the modernization is the replacement of the 5TDF engine with a new 950-horsepower Doosan DP222LC. The Doosan DP222LC is mainly used in generator sets and is optimized for long-term operation at fixed speeds. The engine is commercially available and has proven itself well, but how it will perform in a tank remains to be seen. It is clear that replacing the BKP with an electric transmission is a logical step. Considering that the 5TDF cannot be repaired in Uzbekistan, stocks are clearly running out, and for obvious reasons it is not possible to replace it with a modern 6TDF, the result of this re-engining option is very interesting. So, it is not worth criticizing the Uzbek project in advance, especially since the ARSLON 8X8 and ARSLON 6X6 projects are quite up to par.

HAVZTEZ LLC equipment is leaving the company to be exhibited at the MSITF-2025 exhibition organized by the Defense Industry Agency under the Ministry of Defense of the Republic of Uzbekistan, which will be held from May 29 to July 1 (Victory Park, Tashkent). ARSLON, TQARLON-M, and TO'FON 155/52 self-propelled guns. The video also shows a covered modernized T-64B tank, which will be the “star” of the exhibition. The main focus of the modernization is the replacement of the 5TDF engine with a new 950-horsepower Doosan DP222LC. The Doosan DP222LC is mainly used in generator sets and is optimized for long-term operation at fixed speeds. The engine is commercially available and has proven itself well, but how it will perform in a tank remains to be seen. It is clear that replacing the BKP with an electric transmission is a logical step. Considering that the 5TDF cannot be repaired in Uzbekistan, stocks are clearly running out, and for obvious reasons it is not possible to replace it with a modern 6TDF, the result of this re-engining option is very interesting. So, it is not worth criticizing the Uzbek project in advance, especially since the ARSLON 8X8 and ARSLON 6X6 projects are quite up to par.

Andrei_bt

20,092 görüntüleme • 1 yıl önce

Here is a drill to help you learn what it feels like to use the ground and start to sequence effectively. Notice how the club is setup in the video between my feet. Get to your back swing and jump favoring your lead foot left and laterally like I am. With that feeling step in and hit one. Not where you are pushing off from when you swing and try and get that into a feeling that makes sense to you. This is how power is created in the golf swing. This is also where physical limitations can show up.

Here is a drill to help you learn what it feels like to use the ground and start to sequence effectively. Notice how the club is setup in the video between my feet. Get to your back swing and jump favoring your lead foot left and laterally like I am. With that feeling step in and hit one. Not where you are pushing off from when you swing and try and get that into a feeling that makes sense to you. This is how power is created in the golf swing. This is also where physical limitations can show up.

Drake Smith

30,820 görüntüleme • 2 ay önce

The New Jerusalem, the dwelling place of the righteous after the Apocalypse, is described as measuring 12,000 stadia. That equals roughly 1,500 miles (2,400 km) in length, width, and height. If compared with the continents, it would stretch roughly from New York to Texas, or across much of Europe. The New Jerusalem is described as a golden cube, symbolizing the alchemical process of purifying the soul and transforming ore into gold, or the black cube into gold. It is the dwelling place of God, where Enoch also walks. I made a simulation showing the size of the cube, but in my opinion, the New Jerusalem is a spiritual place.

The New Jerusalem, the dwelling place of the righteous after the Apocalypse, is described as measuring 12,000 stadia. That equals roughly 1,500 miles (2,400 km) in length, width, and height. If compared with the continents, it would stretch roughly from New York to Texas, or across much of Europe. The New Jerusalem is described as a golden cube, symbolizing the alchemical process of purifying the soul and transforming ore into gold, or the black cube into gold. It is the dwelling place of God, where Enoch also walks. I made a simulation showing the size of the cube, but in my opinion, the New Jerusalem is a spiritual place.

Open Minded Approach

81,727 görüntüleme • 28 gün önce

Kling 3.0 is out but Sora 2 is still the GOAT when it comes to AI UGC 🤯 And this custom GPT turns your sh*tty Sora 2 prompts into scroll-stopping UGC 🤯 Tell it your product --> get a timeline-based prompt with shot composition, camera angles, lighting, and timing breakdowns. Copy, paste, generate. Perfect for DTC brands and agencies who are tired of AI video output that looks like garbage. Here's the problem: Most people prompt Sora 2 like "make a UGC video of someone using my skincare product" and wonder why the output is unusable. Sora 2 needs hyper-specific instructions—shot type, lighting, scene details, timing cues. Without that, you get slop. This GPT fixes it: → Input your product (supplement, skincare, SaaS, whatever) → It generates a detailed Sora 2 prompt with full scene breakdown → Includes shot composition, camera movement, and timing → Optimized for 9:16 TikTok/Reels format → Copy directly into Sora 2 and generate No 80,000 word "prompting frameworks", just results. What you get: > Professional UGC prompts in 10 seconds > Consistent output quality every time > Prompts built for vertical video formats > Works for any product type Want free access to the Sora 2 Prompt Generator GPT? > Like this post > Comment "UGC" And I'll send it over (must be following so I can DM)

Kling 3.0 is out but Sora 2 is still the GOAT when it comes to AI UGC 🤯 And this custom GPT turns your sh*tty Sora 2 prompts into scroll-stopping UGC 🤯 Tell it your product --> get a timeline-based prompt with shot composition, camera angles, lighting, and timing breakdowns. Copy, paste, generate. Perfect for DTC brands and agencies who are tired of AI video output that looks like garbage. Here's the problem: Most people prompt Sora 2 like "make a UGC video of someone using my skincare product" and wonder why the output is unusable. Sora 2 needs hyper-specific instructions—shot type, lighting, scene details, timing cues. Without that, you get slop. This GPT fixes it: → Input your product (supplement, skincare, SaaS, whatever) → It generates a detailed Sora 2 prompt with full scene breakdown → Includes shot composition, camera movement, and timing → Optimized for 9:16 TikTok/Reels format → Copy directly into Sora 2 and generate No 80,000 word "prompting frameworks", just results. What you get: > Professional UGC prompts in 10 seconds > Consistent output quality every time > Prompts built for vertical video formats > Works for any product type Want free access to the Sora 2 Prompt Generator GPT? > Like this post > Comment "UGC" And I'll send it over (must be following so I can DM)

Mike Futia

22,333 görüntüleme • 5 ay önce

I always wondered "What if I port my three.js game to Rust? Will it improve performance?" I finally ported it to both Rust Desktop and Rust WASM (that runs on the browser) Comparing the three.js version with the Rust desktop I had a clear winner: Rust desktop. But now I took the time to port it to the web using Web Assembly (WASM) And my conclusion is... A tie! Both versions averaged 42FPS (60FPS if running one at a time) So if your goal is to ship a web game, it doesn't even matter the tech you use. (Three.js is recommended because the ecossystem is huge though) As long you optmize well (Web workers, reduce triangles, draw calls, etc) you should be good to go. But in the event you want to ship a native game to publish on Steam a system language (Rust, C++, etc) will be better for you. Now I want to port the three.js game to Desktop using Electron and see the results. I'll let you know. Btw, I'm open to new freelance projects. If you have anything for me, my DMs are open!

I always wondered "What if I port my three.js game to Rust? Will it improve performance?" I finally ported it to both Rust Desktop and Rust WASM (that runs on the browser) Comparing the three.js version with the Rust desktop I had a clear winner: Rust desktop. But now I took the time to port it to the web using Web Assembly (WASM) And my conclusion is... A tie! Both versions averaged 42FPS (60FPS if running one at a time) So if your goal is to ship a web game, it doesn't even matter the tech you use. (Three.js is recommended because the ecossystem is huge though) As long you optmize well (Web workers, reduce triangles, draw calls, etc) you should be good to go. But in the event you want to ship a native game to publish on Steam a system language (Rust, C++, etc) will be better for you. Now I want to port the three.js game to Desktop using Electron and see the results. I'll let you know. Btw, I'm open to new freelance projects. If you have anything for me, my DMs are open!

André → andreelias.dev

19,531 görüntüleme • 1 ay önce

THIS 12-YEAR-OLD CHINESE KID JUST BUILT THE IRON MAN INTERFACE WITHOUT WRITING A LINE OF CODE He waves his hand and 6500 particles on the screen behind him morph into Saturn, then a globe, then an alien mountain range. The trick is MediaPipe tracking his fingers through a laptop webcam, mapped to a particle physics engine running in the browser. He didn't write the code. He told Gemini what he wanted to see, copy-pasted the output, and shipped it to GitHub the same night. The ceiling for what a kid in his bedroom can build has quietly become absurd. Last year this was a Stanford grad project and this year it is a Tuesday... Save this time capsule from 2026 ↓

THIS 12-YEAR-OLD CHINESE KID JUST BUILT THE IRON MAN INTERFACE WITHOUT WRITING A LINE OF CODE He waves his hand and 6500 particles on the screen behind him morph into Saturn, then a globe, then an alien mountain range. The trick is MediaPipe tracking his fingers through a laptop webcam, mapped to a particle physics engine running in the browser. He didn't write the code. He told Gemini what he wanted to see, copy-pasted the output, and shipped it to GitHub the same night. The ceiling for what a kid in his bedroom can build has quietly become absurd. Last year this was a Stanford grad project and this year it is a Tuesday... Save this time capsule from 2026 ↓

slash1s

20,061 görüntüleme • 16 gün önce

What is coming out of Iran is not just brutality. It is the importation of battlefield violence into city streets by men who have done this before. The videos now circulating show armed men firing on unarmed civilians without distinction. In some clips, shooters sprint while firing automatic rifles. In others, men stand upright on a moving motorbike and fire handguns. There are also scenes of heavy weapons mounted on pickup trucks, with armed men standing in the back and firing into streets and crowds. What stands out is not only the firepower, but the method and the mindset. This is not crowd-control policing. It is combat-style action: coordinated movement, practiced weapon handling, and lethal force used without hesitation. These are men who have killed before, repeatedly, in war zones, and they are used to it. For years, the IRGC’s Quds Force built proxy forces across the region—recruiting, funding, training, and deploying fighters into war zones in Iraq, Syria, and Lebanon. Now the regime is bringing those same proxies home and using them inside Iran. In plain terms, it has imported the habits of foreign battlefields and turned Iranian cities into killing grounds.

What is coming out of Iran is not just brutality. It is the importation of battlefield violence into city streets by men who have done this before. The videos now circulating show armed men firing on unarmed civilians without distinction. In some clips, shooters sprint while firing automatic rifles. In others, men stand upright on a moving motorbike and fire handguns. There are also scenes of heavy weapons mounted on pickup trucks, with armed men standing in the back and firing into streets and crowds. What stands out is not only the firepower, but the method and the mindset. This is not crowd-control policing. It is combat-style action: coordinated movement, practiced weapon handling, and lethal force used without hesitation. These are men who have killed before, repeatedly, in war zones, and they are used to it. For years, the IRGC’s Quds Force built proxy forces across the region—recruiting, funding, training, and deploying fighters into war zones in Iraq, Syria, and Lebanon. Now the regime is bringing those same proxies home and using them inside Iran. In plain terms, it has imported the habits of foreign battlefields and turned Iranian cities into killing grounds.

Mehdi Parpanchi

75,702 görüntüleme • 6 ay önce