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This is the kind of project that quietly changes an industry. Instead of using traditional slicers, this creator built an app that converts hand-drawn curves directly into printable G-code for spiral vase mode prints. App → G-code → Print. - No complicated workflow. - No heavy setup. - Just...

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CTO ROBOTICS Media

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Engineers: “This is a breakthrough in soft robotics.” Twitter: “Bro built an AI vibrator.” 🤦‍♂️ Researchers at the University of Southern Denmark created a soft robot that moves by inflating and contracting its body like a worm. Jokes aside… robots like this could actually be useful for rescue missions and environments where traditional robots fail. But let’s be honest: you already know what most comment sections are going to talk about 💀 🎥 Media: SDU Soft Robotics ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators.
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Engineers: “This is a breakthrough in soft robotics.” Twitter: “Bro built an AI vibrator.” 🤦‍♂️ Researchers at the University of Southern Denmark created a soft robot that moves by inflating and contracting its body like a worm. Jokes aside… robots like this could actually be useful for rescue missions and environments where traditional robots fail. But let’s be honest: you already know what most comment sections are going to talk about 💀 🎥 Media: SDU Soft Robotics ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators.

CTO ROBOTICS Media

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Almost every robot you see... runs on this equation. Not AI. Not machine learning. PID. For over 100 years, this simple control algorithm has been quietly keeping robots balanced, drones stable, industrial machines precise, and even rockets on course. Most people never hear about it. Yet without PID, many of today's robots wouldn't even stand upright. If you could only learn ONE control algorithm in robotics... this would be it. What's the most impressive application of PID you've seen? 🎥 Media: medcorreia ( Instagram ) ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators.
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Almost every robot you see... runs on this equation. Not AI. Not machine learning. PID. For over 100 years, this simple control algorithm has been quietly keeping robots balanced, drones stable, industrial machines precise, and even rockets on course. Most people never hear about it. Yet without PID, many of today's robots wouldn't even stand upright. If you could only learn ONE control algorithm in robotics... this would be it. What's the most impressive application of PID you've seen? 🎥 Media: medcorreia ( Instagram ) ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators.

CTO ROBOTICS Media

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China is scaling humanoid robotics at an insane speed. Super realistic robots from Ex-Robots are now reportedly entering mass production 🤖 - Not prototypes. - Not lab experiments. - Actual production. The biggest shift happening in robotics isn’t just intelligence anymore. It’s making robots look and behave socially acceptable around humans. And honestly… we’re reaching the point where some people may not immediately realize they’re talking to a robot. Exciting future or uncomfortable future? Media : Ex-Robots ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators.
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China is scaling humanoid robotics at an insane speed. Super realistic robots from Ex-Robots are now reportedly entering mass production 🤖 - Not prototypes. - Not lab experiments. - Actual production. The biggest shift happening in robotics isn’t just intelligence anymore. It’s making robots look and behave socially acceptable around humans. And honestly… we’re reaching the point where some people may not immediately realize they’re talking to a robot. Exciting future or uncomfortable future? Media : Ex-Robots ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators.

CTO ROBOTICS Media

13,401 Aufrufe • vor 3 Monaten

Researchers at Columbia University have developed modular robots that can adapt, repair, and even rebuild themselves using a concept called robot metabolism. 🤖 Instead of remaining fixed, these robots can detach, reconnect, and reorganize their own structure based on the task or environment. If one part is damaged, the system can replace or rearrange itself rather than stopping completely. This could reshape the future of disaster response, industrial automation, and even space exploration. The idea of robots that evolve instead of wear out is becoming more than science fiction. What real-world application do you think will benefit most from this technology? 🎥 Media: Columbia University ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators.
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Researchers at Columbia University have developed modular robots that can adapt, repair, and even rebuild themselves using a concept called robot metabolism. 🤖 Instead of remaining fixed, these robots can detach, reconnect, and reorganize their own structure based on the task or environment. If one part is damaged, the system can replace or rearrange itself rather than stopping completely. This could reshape the future of disaster response, industrial automation, and even space exploration. The idea of robots that evolve instead of wear out is becoming more than science fiction. What real-world application do you think will benefit most from this technology? 🎥 Media: Columbia University ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators.

CTO ROBOTICS Media

3,692,426 Aufrufe • vor 2 Monaten

This drone doesn’t just carry objects it grabs them. 🤯 Meet Ring-Rotor, a retractable quadrotor developed by researchers at Zhejiang University. Instead of using a robotic arm, the drone changes its shape and surrounds the object, allowing it to grasp and transport different payloads in mid-air. The frame can also shrink by about 31%, helping it pass through tighter spaces. No hook. No cable. No external gripper. The drone itself becomes the gripper. 🎥 Media: Yuze Wu , Fei Gao & Zhejiang University ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators. #Robotics #DroneTechnology #AerialRobotics #AerialManipulation #Automation #Engineering #Innovation #FutureTech
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This drone doesn’t just carry objects it grabs them. 🤯 Meet Ring-Rotor, a retractable quadrotor developed by researchers at Zhejiang University. Instead of using a robotic arm, the drone changes its shape and surrounds the object, allowing it to grasp and transport different payloads in mid-air. The frame can also shrink by about 31%, helping it pass through tighter spaces. No hook. No cable. No external gripper. The drone itself becomes the gripper. 🎥 Media: Yuze Wu , Fei Gao & Zhejiang University ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators. #Robotics #DroneTechnology #AerialRobotics #AerialManipulation #Automation #Engineering #Innovation #FutureTech

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The next phase of AI video needs infrastructure, not more tools.. This isn’t just a product update. It’s a new category. Topview 4.0 is the world’s first AI video collaboration board, built for how creators and teams actually work. One shared workspace to create, review, and iterate together without switching tools. Prompt → Image → Video → Avatar in a single flow. Real-time collaboration. All top image and video models in one place. Creator-friendly pricing, cheaper than official APIs. If AI video is part of your workflow, this is the board it belongs on. TopviewAI
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The next phase of AI video needs infrastructure, not more tools.. This isn’t just a product update. It’s a new category. Topview 4.0 is the world’s first AI video collaboration board, built for how creators and teams actually work. One shared workspace to create, review, and iterate together without switching tools. Prompt → Image → Video → Avatar in a single flow. Real-time collaboration. All top image and video models in one place. Creator-friendly pricing, cheaper than official APIs. If AI video is part of your workflow, this is the board it belongs on. TopviewAI

Kuria | AI

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🚨 CHINESE SCIENTISTS JUST INVENTED 3D PRINTING THAT CREATES OBJECTS IN 0.6 SECONDS USING ONLY LIGHT. Researchers at Tsinghua University have developed a new method called DISH (Digital Incoherent Synthesis of Holographic light fields) that can print complex millimeter-scale objects almost instantly. Instead of slowly building layer by layer, the system fires thousands of precisely patterned light images from multiple angles into a still vat of liquid resin. Where the light overlaps, the resin instantly hardens into a solid 3D object. The entire process takes just 0.6 seconds. Why this matters: • It’s currently the fastest volumetric 3D printing method ever demonstrated • Achieves extremely fine detail features thinner than a human hair • The resin stays completely still, so there’s no vibration or distortion • It can work with watery (low-viscosity) resins, making it suitable for biological applications • The team has already printed complex structures like blood vessel-like tubes and even a tiny bust of a historical figure The deeper implication: Traditional 3D printing has always been limited by speed and the need to move either the print head or the resin. This approach removes both constraints by using light itself as the sculptor. Because it can print directly into still liquid (and potentially onto living tissue), it opens new possibilities in bioprinting, medical devices, and rapid manufacturing. If the technology can be scaled beyond millimeter sizes, it could fundamentally change how we think about making physical objects turning “print” from a slow process into something closer to instantaneous fabrication. We’re moving from “layer by layer” to “all at once.” How do you think instant volumetric 3D printing like this could change medicine, manufacturing, or everyday life if it becomes widely available? Follow for more frontier manufacturing and materials science breakthroughs.
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🚨 CHINESE SCIENTISTS JUST INVENTED 3D PRINTING THAT CREATES OBJECTS IN 0.6 SECONDS USING ONLY LIGHT. Researchers at Tsinghua University have developed a new method called DISH (Digital Incoherent Synthesis of Holographic light fields) that can print complex millimeter-scale objects almost instantly. Instead of slowly building layer by layer, the system fires thousands of precisely patterned light images from multiple angles into a still vat of liquid resin. Where the light overlaps, the resin instantly hardens into a solid 3D object. The entire process takes just 0.6 seconds. Why this matters: • It’s currently the fastest volumetric 3D printing method ever demonstrated • Achieves extremely fine detail features thinner than a human hair • The resin stays completely still, so there’s no vibration or distortion • It can work with watery (low-viscosity) resins, making it suitable for biological applications • The team has already printed complex structures like blood vessel-like tubes and even a tiny bust of a historical figure The deeper implication: Traditional 3D printing has always been limited by speed and the need to move either the print head or the resin. This approach removes both constraints by using light itself as the sculptor. Because it can print directly into still liquid (and potentially onto living tissue), it opens new possibilities in bioprinting, medical devices, and rapid manufacturing. If the technology can be scaled beyond millimeter sizes, it could fundamentally change how we think about making physical objects turning “print” from a slow process into something closer to instantaneous fabrication. We’re moving from “layer by layer” to “all at once.” How do you think instant volumetric 3D printing like this could change medicine, manufacturing, or everyday life if it becomes widely available? Follow for more frontier manufacturing and materials science breakthroughs.

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🚨#BREAKING: X has announced a major change to its creator payout program for this cycle They announced that they are testing new tools to better identify who actually created original content, and will start giving a portion of the revenue directly to those creators X says reposts and commentary will still be an important part of the platform, but the goal now is to reward people who create original, high-quality content that adds real value to the timeline In simple terms, they want to pay the people who make the content, not just the accounts that help it go viral The company says this change will help improve the overall quality of content on X and that the revenue-sharing program will continue to evolve to encourage creators to post their best work

R A W S A L E R T S

288,814 Aufrufe • vor 4 Monaten

We're getting to the point where AI isn't just helping us write code; it can help launch the business behind that code too. One of the more interesting examples I've come across is **Lovie** Instead of jumping between legal websites, paperwork, and incorporation services Lovie lets founders form a US LLC or Corporation directly from AI coding tools like **Claude Code, Cursor, and Windsurf** through its MCP-first workflow. If you're already building your product inside your AI coding assistant, the setup process can become part of that same workflow instead of another tab to manage. For founders, indie hackers, and developers shipping fast, that's a pretty compelling idea. Flat **$29/month**, company formation in minutes, and it fits naturally into the AI tools many developers are already using. Feels like another step toward AI becoming a true operating system for builders, not just a coding assistant.
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We're getting to the point where AI isn't just helping us write code; it can help launch the business behind that code too. One of the more interesting examples I've come across is **Lovie** Instead of jumping between legal websites, paperwork, and incorporation services Lovie lets founders form a US LLC or Corporation directly from AI coding tools like **Claude Code, Cursor, and Windsurf** through its MCP-first workflow. If you're already building your product inside your AI coding assistant, the setup process can become part of that same workflow instead of another tab to manage. For founders, indie hackers, and developers shipping fast, that's a pretty compelling idea. Flat **$29/month**, company formation in minutes, and it fits naturally into the AI tools many developers are already using. Feels like another step toward AI becoming a true operating system for builders, not just a coding assistant.

Parul Gautam

41,751 Aufrufe • vor 1 Monat

HTML Artifacts are a big part of how I work with agents now. Artifacts can be more than just static files. When combined with agents, they can take action or help you take action. This unlocks all kinds of interesting ways to work with agents. This is clearly the future. Check out this writing and scheduler artifact I built in a few minutes. It uses a bit of HTML and JS. All the data is in markdown (Obsidian vaults), so the agent can access and modify it at any time. No DB needed. No sophisticated functionalities. The agent decides all that for me based on the skills, context, and memory it has access to. The best part about this simple stack is that all the important information stays with me. This has allowed me to build a recursive self-improving system and automations that can better tap into coding agents like Codex or Claude Code. I could have paid or built an entire app for scheduling posts, and there are so many of them out there. But I don't need to. I've realized a simple artifact does the job. And the simplicity of it is actually an advantage. Very little maintenance for very high returns on personalization, time, and efficiency. The other benefit of this is that I can add features as I please. That level of personalization feels magical, and we should all be pursuing more of it. All of this just keeps compounding. Of course, this example is just about writing. But I have similar artifacts for research, design, experimentation, evaluation, and so much more. And no, I didn't actually publish the post example I shared in the clip. It was just for demonstration purposes. I actually spend more time than this when writing together with agents. Lastly, having built my own agent orchestrator tool has made me realize that simplifying the tool stack is a superpower. If you are curious about how all this works, I will do a live session next week:
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HTML Artifacts are a big part of how I work with agents now. Artifacts can be more than just static files. When combined with agents, they can take action or help you take action. This unlocks all kinds of interesting ways to work with agents. This is clearly the future. Check out this writing and scheduler artifact I built in a few minutes. It uses a bit of HTML and JS. All the data is in markdown (Obsidian vaults), so the agent can access and modify it at any time. No DB needed. No sophisticated functionalities. The agent decides all that for me based on the skills, context, and memory it has access to. The best part about this simple stack is that all the important information stays with me. This has allowed me to build a recursive self-improving system and automations that can better tap into coding agents like Codex or Claude Code. I could have paid or built an entire app for scheduling posts, and there are so many of them out there. But I don't need to. I've realized a simple artifact does the job. And the simplicity of it is actually an advantage. Very little maintenance for very high returns on personalization, time, and efficiency. The other benefit of this is that I can add features as I please. That level of personalization feels magical, and we should all be pursuing more of it. All of this just keeps compounding. Of course, this example is just about writing. But I have similar artifacts for research, design, experimentation, evaluation, and so much more. And no, I didn't actually publish the post example I shared in the clip. It was just for demonstration purposes. I actually spend more time than this when writing together with agents. Lastly, having built my own agent orchestrator tool has made me realize that simplifying the tool stack is a superpower. If you are curious about how all this works, I will do a live session next week:

elvis

18,374 Aufrufe • vor 3 Monaten

$976K/month is crazy This is a study/homework helper AI app with 350 million users Just from UGC creators They run formats like "I just found this app and it kinda feels illegal" Doesn't seem like much but they absolutely cracked the code. I broke down exactly how they did it >The hook formulas that stop the scroll >the psychological triggers that make people feel like they're in on a secret >the reactions that sell authenticity without looking staged > the camera angles that make UGC look native instead of like an ad. This isn't theory. It's the actual blueprint behind why this format keeps printing. Comment "UGC" and I'll send it to you IMMEDIATELY (must be following so I can DM)
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$976K/month is crazy This is a study/homework helper AI app with 350 million users Just from UGC creators They run formats like "I just found this app and it kinda feels illegal" Doesn't seem like much but they absolutely cracked the code. I broke down exactly how they did it >The hook formulas that stop the scroll >the psychological triggers that make people feel like they're in on a secret >the reactions that sell authenticity without looking staged > the camera angles that make UGC look native instead of like an ad. This isn't theory. It's the actual blueprint behind why this format keeps printing. Comment "UGC" and I'll send it to you IMMEDIATELY (must be following so I can DM)

Daniel

24,602 Aufrufe • vor 1 Monat

Bye bye, VFX artists? Is this really the end? Why would a studio spend $10,000 on a single VFX shot… when tools like Seedance 2.0 can generate an entire cinematic scene in minutes? That’s the uncomfortable question no one wants to answer. We’re watching a shift happen in real time. Jobs are already being reshaped. Pipelines are changing. And the speed of evolution is hard to ignore. In just 3 years, AI went from experimental… to producing complex, high-quality visuals that were unthinkable before. Now compare that to the traditional path: A VFX artist can take years—often a decade— to reach a professional level. So what happens when that gap collapses? This isn’t just about replacing artists. It’s about redefining what “creating” even means. The barrier to entry is disappearing. The tools are getting exponentially better. And the timeline is accelerating. The real question isn’t if this changes the industry— It’s how fast.
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Bye bye, VFX artists? Is this really the end? Why would a studio spend $10,000 on a single VFX shot… when tools like Seedance 2.0 can generate an entire cinematic scene in minutes? That’s the uncomfortable question no one wants to answer. We’re watching a shift happen in real time. Jobs are already being reshaped. Pipelines are changing. And the speed of evolution is hard to ignore. In just 3 years, AI went from experimental… to producing complex, high-quality visuals that were unthinkable before. Now compare that to the traditional path: A VFX artist can take years—often a decade— to reach a professional level. So what happens when that gap collapses? This isn’t just about replacing artists. It’s about redefining what “creating” even means. The barrier to entry is disappearing. The tools are getting exponentially better. And the timeline is accelerating. The real question isn’t if this changes the industry— It’s how fast.

nachos2d

42,982 Aufrufe • vor 4 Monaten

Gemini Omni just made AI creatives accessible to almost everyone. until now, being an AI creator meant paying for tools like Higgsfield. great quality… but expensive if you’re just getting started. Gemini Omni changes that. you can create: → UGC ads → story ads → product demos → animation ads for a fraction of the cost. if you’re doing affiliate marketing, that’s huge. instead of spending your budget on creatives, you can spend it testing more angles, more offers, and learning what actually converts. it might not replace premium tools completely, but it’s one of the best ways for beginners to start creating AI ads without burning through their budget. If you’ve been thinking about starting, this is the perfect time rt + comment “omni” and i’ll send you the creative workflow i’m using. (must be following for dm)
0:13

Gemini Omni just made AI creatives accessible to almost everyone. until now, being an AI creator meant paying for tools like Higgsfield. great quality… but expensive if you’re just getting started. Gemini Omni changes that. you can create: → UGC ads → story ads → product demos → animation ads for a fraction of the cost. if you’re doing affiliate marketing, that’s huge. instead of spending your budget on creatives, you can spend it testing more angles, more offers, and learning what actually converts. it might not replace premium tools completely, but it’s one of the best ways for beginners to start creating AI ads without burning through their budget. If you’ve been thinking about starting, this is the perfect time rt + comment “omni” and i’ll send you the creative workflow i’m using. (must be following for dm)

Bruno

32,636 Aufrufe • vor 1 Monat

AI IS EATING THE CONTENT INDUSTRY: $5,614 IN JUST 2 WEEKS ​recently, I came across a story that makes you rethink everything we know about blogging. a guy created an ai persona, started a tiktok, and generated that amount in pure profit. ​how did he do it? no filming, no professional lighting, no endless hours of editing. ​his workflow looks like the future: ​claude for generating ideas and prompts. ​fanvue for monetization and communication. ​comfyui + flux for creating consistent, high-quality visuals. ​the most interesting part? he spends less than an hour a day maintaining this "business." while we're still arguing about whether "real" content is better, someone is simply automating this process and capturing the audience's attention. ​this isn't just about the money it's about a total shift in the game. i'm diving deep into this approach right now because it looks like the most effective way to build a personal brand in 2026 without burning out. ​what do you think is this the new standard for creators, or just a short-lived trend? 👇
0:13

AI IS EATING THE CONTENT INDUSTRY: $5,614 IN JUST 2 WEEKS ​recently, I came across a story that makes you rethink everything we know about blogging. a guy created an ai persona, started a tiktok, and generated that amount in pure profit. ​how did he do it? no filming, no professional lighting, no endless hours of editing. ​his workflow looks like the future: ​claude for generating ideas and prompts. ​fanvue for monetization and communication. ​comfyui + flux for creating consistent, high-quality visuals. ​the most interesting part? he spends less than an hour a day maintaining this "business." while we're still arguing about whether "real" content is better, someone is simply automating this process and capturing the audience's attention. ​this isn't just about the money it's about a total shift in the game. i'm diving deep into this approach right now because it looks like the most effective way to build a personal brand in 2026 without burning out. ​what do you think is this the new standard for creators, or just a short-lived trend? 👇

Crypto Mavka

68,790 Aufrufe • vor 2 Monaten

Hot take: most “AI creator” tools are just fancy prompt boxes. This one actually behaves like an agent. I gave it a messy idea and instead of breaking, it: - built visuals (images) - turned them into video - kept iterating without me stepping in every 2 seconds (you can see it in the screen recording 👇) Halfway through using Yapper , it clicked — this thing doesn’t just generate… it works through ideas. That’s the difference: it thinks in workflows, not single outputs. You spend less time prompting…and more time actually creating. Not perfect yet — but it’s one of the first tools that feels like it scales with you. If you’re deep into AI, you’ll see the shift instantly.
0:16

Hot take: most “AI creator” tools are just fancy prompt boxes. This one actually behaves like an agent. I gave it a messy idea and instead of breaking, it: - built visuals (images) - turned them into video - kept iterating without me stepping in every 2 seconds (you can see it in the screen recording 👇) Halfway through using Yapper , it clicked — this thing doesn’t just generate… it works through ideas. That’s the difference: it thinks in workflows, not single outputs. You spend less time prompting…and more time actually creating. Not perfect yet — but it’s one of the first tools that feels like it scales with you. If you’re deep into AI, you’ll see the shift instantly.

The AI Guru 💡

50,197 Aufrufe • vor 3 Monaten

The robotics industry is about to go through the same shift software did 10 years ago. Here's why the next billion-dollar robotics company will be built by a creator — not a corporation 👇 1/ Corporate robotics requires millions in capital, years of R&D, and a massive team just to ship a product. Creators with the right platform can prototype an idea in weeks, validate with real customers, and iterate fast. 2/ This isn't theory. It's the same pattern we saw with: GitHub → software developers App Store → mobile creators YouTube → video creators Every major platform shift minted a new class of independent builders. Robotics is next. 3/ The barrier isn't talent. There are brilliant engineers everywhere — Ohio, Lagos, Mumbai, Berlin. The barrier is access. Access to tools, infrastructure, and a platform that lets them build and monetize. 4/ That's exactly what $ROBA is building — an open platform where creators build, train, share, and monetize robotic behaviors. No corporate gatekeepers. No vendor lock-in. Just creators owning their innovations. Join the revolution today.
0:10

The robotics industry is about to go through the same shift software did 10 years ago. Here's why the next billion-dollar robotics company will be built by a creator — not a corporation 👇 1/ Corporate robotics requires millions in capital, years of R&D, and a massive team just to ship a product. Creators with the right platform can prototype an idea in weeks, validate with real customers, and iterate fast. 2/ This isn't theory. It's the same pattern we saw with: GitHub → software developers App Store → mobile creators YouTube → video creators Every major platform shift minted a new class of independent builders. Robotics is next. 3/ The barrier isn't talent. There are brilliant engineers everywhere — Ohio, Lagos, Mumbai, Berlin. The barrier is access. Access to tools, infrastructure, and a platform that lets them build and monetize. 4/ That's exactly what $ROBA is building — an open platform where creators build, train, share, and monetize robotic behaviors. No corporate gatekeepers. No vendor lock-in. Just creators owning their innovations. Join the revolution today.

Roba Labs

15,225 Aufrufe • vor 3 Monaten

The cooking never stops.🧑🏼‍🍳 Let’s talk about why Algorand is a top dog on #NationalHotDogDay. Algorand has atomic swaps, which lets two people trade different cryptocurrencies/tokens without getting cheated (like the scenario here). We pioneered atomic swaps as a core component of the protocol. This means no code is required. With atomic swaps, two or more users can easily make an exchange in one simple step. This is just one of Algorand’s cool features that show how it’s made for the real world. Part 1 of 8, featuring #AlgoFam’s AlgoLeagues.Algo. ❤️
0:16

The cooking never stops.🧑🏼‍🍳 Let’s talk about why Algorand is a top dog on #NationalHotDogDay. Algorand has atomic swaps, which lets two people trade different cryptocurrencies/tokens without getting cheated (like the scenario here). We pioneered atomic swaps as a core component of the protocol. This means no code is required. With atomic swaps, two or more users can easily make an exchange in one simple step. This is just one of Algorand’s cool features that show how it’s made for the real world. Part 1 of 8, featuring #AlgoFam’s AlgoLeagues.Algo. ❤️

John Woods

131,902 Aufrufe • vor 2 Jahren

THIS $2 AI VISUAL SETUP JUST MADE A $250/MONTH CREATIVE STACK LOOK STUPID he moves his hand, the particles react, and the whole scene updates in real time. no cloud render farm, no paid visual API, no expensive plugin chain quietly eating money every month most people still think ai visuals require a stack of $39 tools, $89 subscriptions, and constant API usage. but here the loop is simple: TouchDesigner handles the visuals, a local model handles the logic, and the laptop does the rest the important part is not that the particles look cool. the important part is that the “brain” behind the visual no longer has to live on someone else’s server once that moves local, the monthly bill falls off a cliff this is probably how a lot of small studios start building visuals soon: not by renting 6 tools forever, but by owning one system that runs almost for free
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THIS $2 AI VISUAL SETUP JUST MADE A $250/MONTH CREATIVE STACK LOOK STUPID he moves his hand, the particles react, and the whole scene updates in real time. no cloud render farm, no paid visual API, no expensive plugin chain quietly eating money every month most people still think ai visuals require a stack of $39 tools, $89 subscriptions, and constant API usage. but here the loop is simple: TouchDesigner handles the visuals, a local model handles the logic, and the laptop does the rest the important part is not that the particles look cool. the important part is that the “brain” behind the visual no longer has to live on someone else’s server once that moves local, the monthly bill falls off a cliff this is probably how a lot of small studios start building visuals soon: not by renting 6 tools forever, but by owning one system that runs almost for free

Ridark

15,948 Aufrufe • vor 3 Monaten

Multi-axis 3D printing with curved layers! 🖨️ Researchers from the The University of Manchester introduced a neural network-based computational pipeline as a representation-agnostic slicer for multi-axis 3D printing. Traditional 3D printing works like stacking pancakes, flat layers on top of each other. 🥞 This often requires temporary support structures that get thrown away after printing, wastes material, and creates weaker parts. Multi-axis 3D printing can print along curved paths that follow the object's natural shape. This eliminates support structures and makes stronger parts. But figuring out these curved paths is mathematically complex, you need to avoid collisions, respect what the printer can physically do, and optimize for strength. The neural network solves this automatically. It learns to create a "field" around the object, then extracts curved printing paths from this field. Because the entire process is differentiable (translation for non-math specialists, meaning you can optimize it end-to-end), the AI can directly optimize for manufacturing goals like "no support structures needed" and "make it as strong as possible." Here's the project: ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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Multi-axis 3D printing with curved layers! 🖨️ Researchers from the The University of Manchester introduced a neural network-based computational pipeline as a representation-agnostic slicer for multi-axis 3D printing. Traditional 3D printing works like stacking pancakes, flat layers on top of each other. 🥞 This often requires temporary support structures that get thrown away after printing, wastes material, and creates weaker parts. Multi-axis 3D printing can print along curved paths that follow the object's natural shape. This eliminates support structures and makes stronger parts. But figuring out these curved paths is mathematically complex, you need to avoid collisions, respect what the printer can physically do, and optimize for strength. The neural network solves this automatically. It learns to create a "field" around the object, then extracts curved printing paths from this field. Because the entire process is differentiable (translation for non-math specialists, meaning you can optimize it end-to-end), the AI can directly optimize for manufacturing goals like "no support structures needed" and "make it as strong as possible." Here's the project: ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

57,048 Aufrufe • vor 5 Monaten

I Built Tiktok for video games in 72hrs and It went so VIRAL that investors started hitting my dms but it gets even crazier.. because this $1M app idea just turned into a $100M app idea the #1 suggestion i got from you guys on X Was to add multiplayer or local playing with friends to the games Bc that’s what actually makes Tiktok so addictive It’s the interaction with other users. comments, likes, reposts it's all multi-player. but of course that is a complicated task to add to our little app here. very complicated... Thats when the co-founder of reached out And said they are woking on a multiplayer feature for Rork To make this process an extremely easy. This is why Rork is the #1 app builder right now as far as updates on the app →i've added 5 more games to the feed (mostly classics!) → Started implementing the multiplayer UI to invite friends/match-making if you have any ideas for games or for the app drop your suggestions below!
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I Built Tiktok for video games in 72hrs and It went so VIRAL that investors started hitting my dms but it gets even crazier.. because this $1M app idea just turned into a $100M app idea the #1 suggestion i got from you guys on X Was to add multiplayer or local playing with friends to the games Bc that’s what actually makes Tiktok so addictive It’s the interaction with other users. comments, likes, reposts it's all multi-player. but of course that is a complicated task to add to our little app here. very complicated... Thats when the co-founder of reached out And said they are woking on a multiplayer feature for Rork To make this process an extremely easy. This is why Rork is the #1 app builder right now as far as updates on the app →i've added 5 more games to the feed (mostly classics!) → Started implementing the multiplayer UI to invite friends/match-making if you have any ideas for games or for the app drop your suggestions below!

Ernesto Lopez

74,985 Aufrufe • vor 8 Monaten