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two weeks in Shenzhen and it’s an been eye-opening experience im here for a month with MIT SCALE and the speed of hardware production is easily 10× faster than sf. from product concept to production, everything is streamlined within a single building. Nearly every component you could need is...

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Miyu Horiuchi

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149,572 Aufrufe • vor 8 Monaten •via X (Twitter)

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We have 6 different models of CNC machines already designed and validated for production but we would need crores to scale up production and offer it to other manufacturers. Hence, we only build machines for our own production facility. Capital is a bottleneck for us. Currently we just have a tiny space within our own factory which is our R&D lab. We are a team of mere three people. Scaling hardware isn’t easy but it’s something that must be done for us to truly be self-reliant. Really appreciate your efforts Sridhar Vembu to build these hardware tools here. We must build more factories and hardware products in the country. Long way to go before I sleep.
0:28

We have 6 different models of CNC machines already designed and validated for production but we would need crores to scale up production and offer it to other manufacturers. Hence, we only build machines for our own production facility. Capital is a bottleneck for us. Currently we just have a tiny space within our own factory which is our R&D lab. We are a team of mere three people. Scaling hardware isn’t easy but it’s something that must be done for us to truly be self-reliant. Really appreciate your efforts Sridhar Vembu to build these hardware tools here. We must build more factories and hardware products in the country. Long way to go before I sleep.

Vishakh Ranotra

12,538 Aufrufe • vor 3 Monaten

Your hardware startup doesn't need another funding round. It needs a one-way ticket to Shenzhen The talent pool is vast and affordable, I watched two students build an entire automated tennis ball feeder prototype for the founders who started the company. Two students in a few month. The whole thing... Some areas in shenzhen offer almost no taxes for businesses and even free office space. There's an exchange center that connects foreign founders with manufacturers, partners, and lawyers for free. You don't even need initial capital to start production. Some manufacturers I connected with will produce without upfront costs and co-design with you to make the product successful. They'll drive an hour to pick you up, spend three hours taking you to factories, and dedicate an entire day getting everything set up. They're not just service providers, they’re investing in you. And the people are genuinely kind. I had issues with a power supply for my motor components, and even when they were busy, they stayed with me until it was resolved. and they work until the task is perfectly done. 996 is pretty much the norm here, but they don't seem burnt out because there's each others support, working together like a group of friends on a project. If you're building hardware, Shenzhen isn't just an option. It's the obvious one
0:18

Your hardware startup doesn't need another funding round. It needs a one-way ticket to Shenzhen The talent pool is vast and affordable, I watched two students build an entire automated tennis ball feeder prototype for the founders who started the company. Two students in a few month. The whole thing... Some areas in shenzhen offer almost no taxes for businesses and even free office space. There's an exchange center that connects foreign founders with manufacturers, partners, and lawyers for free. You don't even need initial capital to start production. Some manufacturers I connected with will produce without upfront costs and co-design with you to make the product successful. They'll drive an hour to pick you up, spend three hours taking you to factories, and dedicate an entire day getting everything set up. They're not just service providers, they’re investing in you. And the people are genuinely kind. I had issues with a power supply for my motor components, and even when they were busy, they stayed with me until it was resolved. and they work until the task is perfectly done. 996 is pretty much the norm here, but they don't seem burnt out because there's each others support, working together like a group of friends on a project. If you're building hardware, Shenzhen isn't just an option. It's the obvious one

Miyu Horiuchi

41,773 Aufrufe • vor 7 Monaten

I spent a month in Shenzhen visiting factories and robotics companies, and the contrast with the U.S. was striking. While Figure and Boston Dynamics hide their humanoids behind closed doors, Chinese companies have massive showrooms open to the public. But what really stood out wasn't just the transparency, it was how good they are at selling. Take UBTech: they've already sold 1,200 humanoid units at $200k each to factories. And here's the kicker, these robots aren't even that useful yet. They can only pick up and drop boxes at 1/10th the speed of a human, and factories still need to hire system integrators to train them for specific tasks. My theory is that these factories are terrified of getting left behind in the robotics/AI wave. They're investing in new tech not because it's ready, but because they can't afford to wait. The second surprise was the breadth of their robotics portfolio. These companies aren't just building humanoids, they're deploying service robots everywhere: restaurants, hotels, apartments. Consumer robots are cleaning houses, pools, pet waste, dishes. They're covering the entire spectrum. But the education piece shocked me most. I picked up what I thought was a high school or college robotics textbook, it was for primary school. The government mandated AI and robotics education starting in elementary school. Almost every single school in China now has AI and robotics curriculum, complete with education robots so kids can learn by building. They're creating a generation that grows up fluent in robotics and AI. China owns the supply chain and the hardware stack. But here's what I think people are missing: the race isn't just about who can build robots faster or cheaper. The U.S. advantage has always been in the layer between hardware and human, the interaction design, the software intelligence, the intuitive interfaces that make complex technology feel natural. China is building the physical infrastructure, but they're also learning fast. Every deployed service robot, every classroom full of kids building with education kits, every factory running humanoids, that's all data collection at scale. The window for the U.S. to establish its wedge is narrowing. It's not enough to be better at AI or software anymore. We need to be building the integration layer, the intelligence that makes physical AI actually useful, not just impressive in a showroom. Because right now, China isn't just manufacturing robots. They're manufacturing a robotics-native culture, and that might be the most defensible moat of all.
0:10

I spent a month in Shenzhen visiting factories and robotics companies, and the contrast with the U.S. was striking. While Figure and Boston Dynamics hide their humanoids behind closed doors, Chinese companies have massive showrooms open to the public. But what really stood out wasn't just the transparency, it was how good they are at selling. Take UBTech: they've already sold 1,200 humanoid units at $200k each to factories. And here's the kicker, these robots aren't even that useful yet. They can only pick up and drop boxes at 1/10th the speed of a human, and factories still need to hire system integrators to train them for specific tasks. My theory is that these factories are terrified of getting left behind in the robotics/AI wave. They're investing in new tech not because it's ready, but because they can't afford to wait. The second surprise was the breadth of their robotics portfolio. These companies aren't just building humanoids, they're deploying service robots everywhere: restaurants, hotels, apartments. Consumer robots are cleaning houses, pools, pet waste, dishes. They're covering the entire spectrum. But the education piece shocked me most. I picked up what I thought was a high school or college robotics textbook, it was for primary school. The government mandated AI and robotics education starting in elementary school. Almost every single school in China now has AI and robotics curriculum, complete with education robots so kids can learn by building. They're creating a generation that grows up fluent in robotics and AI. China owns the supply chain and the hardware stack. But here's what I think people are missing: the race isn't just about who can build robots faster or cheaper. The U.S. advantage has always been in the layer between hardware and human, the interaction design, the software intelligence, the intuitive interfaces that make complex technology feel natural. China is building the physical infrastructure, but they're also learning fast. Every deployed service robot, every classroom full of kids building with education kits, every factory running humanoids, that's all data collection at scale. The window for the U.S. to establish its wedge is narrowing. It's not enough to be better at AI or software anymore. We need to be building the integration layer, the intelligence that makes physical AI actually useful, not just impressive in a showroom. Because right now, China isn't just manufacturing robots. They're manufacturing a robotics-native culture, and that might be the most defensible moat of all.

Miyu Horiuchi

90,718 Aufrufe • vor 7 Monaten

"You can't move the means of production, but you can move the memes of production." Shenzhen has the world's best hardware building infrastructure. But it's also rapidly brain-draining the people (memes) all over the world to go build there. And now the US is banning immigrants like me while China opens its arms. China is rapidly changing policies to make visas, travel, and business easier. At the same time, every smart immigrant to the US is shaking at the knees that they'll get banned from re-entry, denied a visa, etc. Talent is everything and nations will rise and fall based on their ability to attract the world's best. If half the US discourse nowadays is about how scared they are of China, why are they building a wall that keeps out all the cracked people? Isn't is obvious now all those cracked people will go find some other high tech, giant economy to go contribute to instead?
0:10

"You can't move the means of production, but you can move the memes of production." Shenzhen has the world's best hardware building infrastructure. But it's also rapidly brain-draining the people (memes) all over the world to go build there. And now the US is banning immigrants like me while China opens its arms. China is rapidly changing policies to make visas, travel, and business easier. At the same time, every smart immigrant to the US is shaking at the knees that they'll get banned from re-entry, denied a visa, etc. Talent is everything and nations will rise and fall based on their ability to attract the world's best. If half the US discourse nowadays is about how scared they are of China, why are they building a wall that keeps out all the cracked people? Isn't is obvious now all those cracked people will go find some other high tech, giant economy to go contribute to instead?

cayden 凯登

14,571 Aufrufe • vor 1 Jahr

Chinese factories can build a car in 77 seconds, with robots doing the work at a scale the U.S. cannot match right now. And Trump is out here talking about tariffs like they are a magic switch that makes America “make things again.” Look at the automation in that kind of plant. Even with tariffs, it would take the U.S. decades, realistically 40 years, to rebuild the industrial base and the machine building capability needed to produce that level of robotics at scale, then stack enough volume to get true economies of scale. And for what, exactly. U.S. cars barely have a market outside the U.S. Meanwhile China builds for the world. As for the rest of the planet watching America’s tariff daydreams: couldn’t the world care less.
0:19

Chinese factories can build a car in 77 seconds, with robots doing the work at a scale the U.S. cannot match right now. And Trump is out here talking about tariffs like they are a magic switch that makes America “make things again.” Look at the automation in that kind of plant. Even with tariffs, it would take the U.S. decades, realistically 40 years, to rebuild the industrial base and the machine building capability needed to produce that level of robotics at scale, then stack enough volume to get true economies of scale. And for what, exactly. U.S. cars barely have a market outside the U.S. Meanwhile China builds for the world. As for the rest of the planet watching America’s tariff daydreams: couldn’t the world care less.

Gandalv

360,853 Aufrufe • vor 7 Monaten

Visiting Shenzhen China 🇨🇳 today and wow! There is no way someone can stand here and not be inspired by how much China has changed in the past 3 decades 🤯 There is not another city on the planet that has transformed the way Shenzhen has, once a fishing village of 25,000 people, it’s now home to 18 million people and the hub of tech and innovation in China 🇨🇳 This is the DJI headquarters, that’s right, the company that has emerged as the number one drone company in the world is based in this building Over 8,000 employees spread across offices, R&D Centers and testing facilities. This is honestly one of the most impressive buildings I’ve ever seen The British Trade Minister just visited Shenzhen for the FIRST time in 40 years last week and just think, how many politicians around the world could understand where China is and where it is going if they simply came and saw the truth with their own eyes. To borrow a phrase from my friend and China insider Shaun Rein the next China is China! 🚀
0:11

Visiting Shenzhen China 🇨🇳 today and wow! There is no way someone can stand here and not be inspired by how much China has changed in the past 3 decades 🤯 There is not another city on the planet that has transformed the way Shenzhen has, once a fishing village of 25,000 people, it’s now home to 18 million people and the hub of tech and innovation in China 🇨🇳 This is the DJI headquarters, that’s right, the company that has emerged as the number one drone company in the world is based in this building Over 8,000 employees spread across offices, R&D Centers and testing facilities. This is honestly one of the most impressive buildings I’ve ever seen The British Trade Minister just visited Shenzhen for the FIRST time in 40 years last week and just think, how many politicians around the world could understand where China is and where it is going if they simply came and saw the truth with their own eyes. To borrow a phrase from my friend and China insider Shaun Rein the next China is China! 🚀

Cyrus Janssen

87,557 Aufrufe • vor 2 Monaten

A machine like this can cost $500,000 to well over $1 million to make parts that may be worth only $10-15 This is the real manufacturing story. This INDEX six-spindle automatic carries 6 motorised spindles, up to 12 CNC tool carriers, operates at 8,000+ rpm, and weighs 7.2 tonnes. Different operations happen simultaneously as the spindle drum indexes each workpiece from station to station. A real scale production example produced a precision component in 11 seconds, versus 38 seconds on a conventional single-spindle lathe. That's roughly 327 parts per hour before downtime. But the machine is only the hardware. Tool geometry, CNC programs, cutting parameters, spindle synchronisation, tooling, bar feeding, chip evacuation, coolant, inspection and collision checked simulation all have to be engineered around the exact part. That is what it takes to integrate this machine into a factory workflow. This accumulated capability is what kept Germany and Japan at the pinnacle of machine-tool manufacturing for decades almost unchallenged. The advantage wasn't just building the hardware, but knowing how to program, tool and integrate these machines for thousands of different manufacturing requirements globally. China has now built much of that ecosystem at extraordinary scale, machines, controls, tooling, software, automation and integration. Its huge domestic manufacturing base has accelerated that learning curve dramatically. Today, Chinese manufacturers can increasingly offer sophisticated CNC and multi-spindle systems at 30-40% lower total costs in most applications, putting serious and relentless price pressure on German and Japanese builders. China produced 37% of the world's machine tools in 2025, compared with 12% for Germany and 10% for Japan. These are the machines that make the machines and ultimately determine how much an economy can manufacture. China is the biggest player as of now and growing faster than anyone else in manufacturing high-end machining tools. Source, Daniel Jansson
0:16

A machine like this can cost $500,000 to well over $1 million to make parts that may be worth only $10-15 This is the real manufacturing story. This INDEX six-spindle automatic carries 6 motorised spindles, up to 12 CNC tool carriers, operates at 8,000+ rpm, and weighs 7.2 tonnes. Different operations happen simultaneously as the spindle drum indexes each workpiece from station to station. A real scale production example produced a precision component in 11 seconds, versus 38 seconds on a conventional single-spindle lathe. That's roughly 327 parts per hour before downtime. But the machine is only the hardware. Tool geometry, CNC programs, cutting parameters, spindle synchronisation, tooling, bar feeding, chip evacuation, coolant, inspection and collision checked simulation all have to be engineered around the exact part. That is what it takes to integrate this machine into a factory workflow. This accumulated capability is what kept Germany and Japan at the pinnacle of machine-tool manufacturing for decades almost unchallenged. The advantage wasn't just building the hardware, but knowing how to program, tool and integrate these machines for thousands of different manufacturing requirements globally. China has now built much of that ecosystem at extraordinary scale, machines, controls, tooling, software, automation and integration. Its huge domestic manufacturing base has accelerated that learning curve dramatically. Today, Chinese manufacturers can increasingly offer sophisticated CNC and multi-spindle systems at 30-40% lower total costs in most applications, putting serious and relentless price pressure on German and Japanese builders. China produced 37% of the world's machine tools in 2025, compared with 12% for Germany and 10% for Japan. These are the machines that make the machines and ultimately determine how much an economy can manufacture. China is the biggest player as of now and growing faster than anyone else in manufacturing high-end machining tools. Source, Daniel Jansson

Ammanichanda

38,359 Aufrufe • vor 1 Monat

The invasion of Spain.. Unverified Reports circulating that a woman has been raped (still trying to verify), and assaults are rising. Locals are reporting that law enforcement appears to have been told to stand down. From my understanding, European accounts are claiming that Facebook was heavily utilized to organize massive groups, with the intent to encourage everyone to come all at once. Facebook has not shut them down. *Note— the MSM is not covering this well, and most info is coming from locals. Information is hard to verify. There is an invasion, yes, but take everything else with a grain of salt.
0:11

The invasion of Spain.. Unverified Reports circulating that a woman has been raped (still trying to verify), and assaults are rising. Locals are reporting that law enforcement appears to have been told to stand down. From my understanding, European accounts are claiming that Facebook was heavily utilized to organize massive groups, with the intent to encourage everyone to come all at once. Facebook has not shut them down. *Note— the MSM is not covering this well, and most info is coming from locals. Information is hard to verify. There is an invasion, yes, but take everything else with a grain of salt.

MJTruthUltra

34,678 Aufrufe • vor 1 Monat

You could spend hours planning a product shoot just to get a handful of usable marketing shots. Or you could start by generating the visuals you actually need. GPT Image 2.5 is coming to CapCut, with access through Design Studio and AI Image. For this test, I created two product images first. Then I used those visuals with Seedance 2.5 in CapCut PC to build a complete commercial video. The point isn't that AI replaces every part of production. It's that the distance between “I have a product” and “I have an ad concept” is getting much shorter. #GPTImage25 #CapCutPC #AIVideo #Seedance25
0:15

You could spend hours planning a product shoot just to get a handful of usable marketing shots. Or you could start by generating the visuals you actually need. GPT Image 2.5 is coming to CapCut, with access through Design Studio and AI Image. For this test, I created two product images first. Then I used those visuals with Seedance 2.5 in CapCut PC to build a complete commercial video. The point isn't that AI replaces every part of production. It's that the distance between “I have a product” and “I have an ad concept” is getting much shorter. #GPTImage25 #CapCutPC #AIVideo #Seedance25

Lex

45,759 Aufrufe • vor 5 Tagen

🇧🇩🇹🇷🇨🇳 NEW: Bangladesh is making a bold move to build its own drone power with Turkey and China Dhaka is no longer looking to simply buy military hardware from abroad. Bangladesh is pursuing partnerships with Turkey and China to develop domestic drone manufacturing and strengthen its defense industry. Turkey brings experience from one of the world's fastest-growing UAV industries. China brings major expertise in drones and defense manufacturing. Bangladesh wants to turn that foreign expertise into local production, technology and industrial capability. The bigger goal is clear: From importing weapons → to building them at home. If the plan succeeds, Bangladesh could emerge as a serious new player in Asia's rapidly expanding drone industry.
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🇧🇩🇹🇷🇨🇳 NEW: Bangladesh is making a bold move to build its own drone power with Turkey and China Dhaka is no longer looking to simply buy military hardware from abroad. Bangladesh is pursuing partnerships with Turkey and China to develop domestic drone manufacturing and strengthen its defense industry. Turkey brings experience from one of the world's fastest-growing UAV industries. China brings major expertise in drones and defense manufacturing. Bangladesh wants to turn that foreign expertise into local production, technology and industrial capability. The bigger goal is clear: From importing weapons → to building them at home. If the plan succeeds, Bangladesh could emerge as a serious new player in Asia's rapidly expanding drone industry.

Defence Index

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It's been an intense 10 months since we kicked off hardware engineering and I couldn't be prouder to have delivered a Pendant to our first customer along with Dan Siroker Alyssa Atkins Stammy! Very few hardware startups go from concept to customer that fast when using tooled mass production methods capable of producing 10s of thousands of units Much, much more to come. Tune in to Limitless next week for a full video of the delivery
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It's been an intense 10 months since we kicked off hardware engineering and I couldn't be prouder to have delivered a Pendant to our first customer along with Dan Siroker Alyssa Atkins Stammy! Very few hardware startups go from concept to customer that fast when using tooled mass production methods capable of producing 10s of thousands of units Much, much more to come. Tune in to Limitless next week for a full video of the delivery

jer

42,362 Aufrufe • vor 2 Jahren

One of the most common mistakes manufacturers make is relying on engineering logic to shape user behavior, while ignoring how users actually feel. Engineers often believe that as long as a feature exists, moves, or looks different, users will appreciate it. Users, however, care about something much simpler: whether the experience feels natural, refined, and intuitive. Great user experience is never created by stacking options. It is created by coherence and emotional consistency. Samsung’s recent update to Lock Star is a clear example. The new version introduces unlock animations that appear to add playfulness, yet the real experience feels disappointing. Many of these animations come across as childish, low level, poorly connected, and mechanically rigid. They feel closer to children’s UI effects than something designed for Samsung’s broad premium user base. The issue is not the presence of animations themselves. The problem lies in the mindset behind them. These effects are clearly driven by implementation logic rather than user perception. The assumption seems to be that adding visual flair automatically creates delight, while ignoring rhythm, emotional tone, and aesthetic maturity. This reflects a long standing pattern in Samsung’s software design. Random stickers, cartoon like emojis, and decorative elements often appear without a cohesive design language. There is a belief that younger users are attracted to these visuals, yet for Gen Z, such elements often feel outdated, immature, and disconnected from a premium identity. Strong product design allows user experience to constrain engineering decisions. When engineering begins to entertain itself, users quietly begin to disengage. Let's see how far apart Samsung and Xiaomi are.
0:07

One of the most common mistakes manufacturers make is relying on engineering logic to shape user behavior, while ignoring how users actually feel. Engineers often believe that as long as a feature exists, moves, or looks different, users will appreciate it. Users, however, care about something much simpler: whether the experience feels natural, refined, and intuitive. Great user experience is never created by stacking options. It is created by coherence and emotional consistency. Samsung’s recent update to Lock Star is a clear example. The new version introduces unlock animations that appear to add playfulness, yet the real experience feels disappointing. Many of these animations come across as childish, low level, poorly connected, and mechanically rigid. They feel closer to children’s UI effects than something designed for Samsung’s broad premium user base. The issue is not the presence of animations themselves. The problem lies in the mindset behind them. These effects are clearly driven by implementation logic rather than user perception. The assumption seems to be that adding visual flair automatically creates delight, while ignoring rhythm, emotional tone, and aesthetic maturity. This reflects a long standing pattern in Samsung’s software design. Random stickers, cartoon like emojis, and decorative elements often appear without a cohesive design language. There is a belief that younger users are attracted to these visuals, yet for Gen Z, such elements often feel outdated, immature, and disconnected from a premium identity. Strong product design allows user experience to constrain engineering decisions. When engineering begins to entertain itself, users quietly begin to disengage. Let's see how far apart Samsung and Xiaomi are.

Ice Universe

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Tokenization is quickly becoming one of the most talked-about ideas in crypto. This year we’re aiming much higher. We don’t just want to tokenize miner revenue; we want to bring entire productive ecosystems on-chain. That means tokenizing baskets of assets, real energy infrastructure, AI agents, compute power, data centres, and even the cooling systems that keep high-performance hardware running at scale. All of it connected and interoperable with DeFi. Thats what we have been building throughout. A single on-chain framework that unlocks something genuinely powerful: real ownership, real yield, and real coordination between digital and physical infrastructure. From backend systems and front-end interfaces to smart contracts, AI, physical infrastructure, oracles, and autonomous agents, the stack keeps expanding and compounding. It’s about building the foundation for how value will be owned, deployed, and earned in the next generation of the on-chain economy. Simplified by PinLink.
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Tokenization is quickly becoming one of the most talked-about ideas in crypto. This year we’re aiming much higher. We don’t just want to tokenize miner revenue; we want to bring entire productive ecosystems on-chain. That means tokenizing baskets of assets, real energy infrastructure, AI agents, compute power, data centres, and even the cooling systems that keep high-performance hardware running at scale. All of it connected and interoperable with DeFi. Thats what we have been building throughout. A single on-chain framework that unlocks something genuinely powerful: real ownership, real yield, and real coordination between digital and physical infrastructure. From backend systems and front-end interfaces to smart contracts, AI, physical infrastructure, oracles, and autonomous agents, the stack keeps expanding and compounding. It’s about building the foundation for how value will be owned, deployed, and earned in the next generation of the on-chain economy. Simplified by PinLink.

PinLink

14,339 Aufrufe • vor 8 Monaten

China is smart. China learned from the US's successes, using only the best parts. It's our turn. We should be learning from China. China's economy is growing three times faster than that of the USA. China leads in almost all areas of science, and has the best infrastructure the world has ever seen. The number one priority of China is tell help their people become more prosperous, especially the least well off. Is there still work to be done. Hell yeah. But there difference is that they are trying and we are not. I've been to hundreds of Chinese villages, for more than a decade, and people are becoming better off each year. They call it 'Socialism with Chinese Characteristics.' We don't need to replicate their system. But we should be learning from it. For those ignoring it, you are hurting America. Pretending China's model isn't successful is preventing the US from improving and learning. The China-Haters should be ashamed of the damage that they are doing to the West. Instead of slander and Sinophobia, we need to be learning from the successes of other nations and their peoples.
0:19

China is smart. China learned from the US's successes, using only the best parts. It's our turn. We should be learning from China. China's economy is growing three times faster than that of the USA. China leads in almost all areas of science, and has the best infrastructure the world has ever seen. The number one priority of China is tell help their people become more prosperous, especially the least well off. Is there still work to be done. Hell yeah. But there difference is that they are trying and we are not. I've been to hundreds of Chinese villages, for more than a decade, and people are becoming better off each year. They call it 'Socialism with Chinese Characteristics.' We don't need to replicate their system. But we should be learning from it. For those ignoring it, you are hurting America. Pretending China's model isn't successful is preventing the US from improving and learning. The China-Haters should be ashamed of the damage that they are doing to the West. Instead of slander and Sinophobia, we need to be learning from the successes of other nations and their peoples.

Jason Smith - 上官杰文

82,822 Aufrufe • vor 1 Jahr

🚨 AMERICA JUST BUILT THE WORLD’S MOST POWERFUL METAL 3D PRINTER AND IT’S ABOUT TO MASS-PRODUCE ROCKETS AND MISSILES. Divergent Technologies has unveiled the Monolith One, a giant industrial metal printer standing over 8 meters tall and armed with 12 high-powered lasers delivering a combined 24 kilowatts of energy. Unlike typical 3D printers used for prototypes, this machine is built for serious, high-volume production. It can print large, complex aerospace and defense parts in aluminum, titanium, steel, and nickel alloys and it roughly doubles the output of current systems. Why this matters: • Divergent plans to install 64 more of these machines in a massive new 430,000 sq ft factory in Long Beach, California • Once running, the facility aims to produce tens of thousands of munition airframes per year plus hundreds of thousands of critical metal components • It slashes manufacturing time from months down to weeks or even days • The company already supplies major players like Lockheed Martin and RTX The deeper implication: This isn’t just another 3D printer. It represents a shift toward software-defined, on-demand manufacturing at industrial scale for mission-critical hardware. As defense and aerospace demand skyrockets, traditional supply chains are too slow. Systems like Monolith One could become a cornerstone of faster, more resilient domestic production especially for complex structures that are difficult or impossible to make conventionally. We’re watching the industrialization of additive manufacturing in real time. How do you think large-scale 3D printing will change aerospace and defense manufacturing over the next decade? Follow for more frontier manufacturing and defense technology.
0:10

🚨 AMERICA JUST BUILT THE WORLD’S MOST POWERFUL METAL 3D PRINTER AND IT’S ABOUT TO MASS-PRODUCE ROCKETS AND MISSILES. Divergent Technologies has unveiled the Monolith One, a giant industrial metal printer standing over 8 meters tall and armed with 12 high-powered lasers delivering a combined 24 kilowatts of energy. Unlike typical 3D printers used for prototypes, this machine is built for serious, high-volume production. It can print large, complex aerospace and defense parts in aluminum, titanium, steel, and nickel alloys and it roughly doubles the output of current systems. Why this matters: • Divergent plans to install 64 more of these machines in a massive new 430,000 sq ft factory in Long Beach, California • Once running, the facility aims to produce tens of thousands of munition airframes per year plus hundreds of thousands of critical metal components • It slashes manufacturing time from months down to weeks or even days • The company already supplies major players like Lockheed Martin and RTX The deeper implication: This isn’t just another 3D printer. It represents a shift toward software-defined, on-demand manufacturing at industrial scale for mission-critical hardware. As defense and aerospace demand skyrockets, traditional supply chains are too slow. Systems like Monolith One could become a cornerstone of faster, more resilient domestic production especially for complex structures that are difficult or impossible to make conventionally. We’re watching the industrialization of additive manufacturing in real time. How do you think large-scale 3D printing will change aerospace and defense manufacturing over the next decade? Follow for more frontier manufacturing and defense technology.

TheNewPhysics

80,575 Aufrufe • vor 3 Monaten

🇺🇸🇮🇷 The U.S. military is burning through weapons it takes years to build... A Patriot interceptor isn't a bullet. It's a miniature spacecraft packed with specialized electronics, advanced guidance systems, and components sourced from supply chains that span dozens of manufacturers. An SM-3 interceptor has to track a warhead in space and collide with it at several kilometers per second. Each one costs up to $28 million and production runs in small batches, often only dozens per year. One night of Iranian missile defense can consume 2% of the entire annual Patriot production in under a minute. Factories can't scale overnight. They need multi-year contracts, skilled labor, and components that often come from a single supplier worldwide. Five weeks in, the Pentagon is cannibalizing missile systems from the Pacific and considering diverting Ukraine's weapons. The U.S. military was built for deterrence, not sustained high-intensity combat. This war exposed that assumption in real time. Source: Caspian Report YT
0:19

🇺🇸🇮🇷 The U.S. military is burning through weapons it takes years to build... A Patriot interceptor isn't a bullet. It's a miniature spacecraft packed with specialized electronics, advanced guidance systems, and components sourced from supply chains that span dozens of manufacturers. An SM-3 interceptor has to track a warhead in space and collide with it at several kilometers per second. Each one costs up to $28 million and production runs in small batches, often only dozens per year. One night of Iranian missile defense can consume 2% of the entire annual Patriot production in under a minute. Factories can't scale overnight. They need multi-year contracts, skilled labor, and components that often come from a single supplier worldwide. Five weeks in, the Pentagon is cannibalizing missile systems from the Pacific and considering diverting Ukraine's weapons. The U.S. military was built for deterrence, not sustained high-intensity combat. This war exposed that assumption in real time. Source: Caspian Report YT

Mario Nawfal

69,772 Aufrufe • vor 5 Monaten

Furniture assembly is the task everyone name-drops and nobody actually attempts at real scale. Every demo I have seen is a scaled down IKEA leg or a single arm on a toy chair. This paper does it properly, real scale, bimanual, up to 7 subtasks and 1,550 control steps per episode, and it is validated on a real Kinova Gen3, not just in sim. That real-robot number is the one that matters: only a 16 percent drop on the hardest task going from simulation to hardware. That is a small enough gap to take seriously, and it did not happen by accident. They built a VR teleoperation rig specifically for coordinated dual-arm collection, because generic single-arm teleop setups do not capture the coordination real assembly needs, and the model predicts a continuous progress signal alongside the action chunk rather than a discrete subtask label, letting it auto-transition and catch drift before it compounds into total failure. The simulation ablation is what got them there, 48 to 80 percent over baselines, with another 21 points from their perception and control design study alone, but that is groundwork, not the headline. Watch the video, there is a clip of the robot misgrasping the seat panel, reopening the gripper, and regrasping on its own. That is not scripted recovery behaviour, it emerged from training, and it emerged on hardware. Excellent work from the team from Mitsubishi Electric Research Laboratories, with Oxford and UNC Chapel Hill Clinical Laboratory Science. Video and project page in comments. #Robotics #Manipulation #VLA
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Furniture assembly is the task everyone name-drops and nobody actually attempts at real scale. Every demo I have seen is a scaled down IKEA leg or a single arm on a toy chair. This paper does it properly, real scale, bimanual, up to 7 subtasks and 1,550 control steps per episode, and it is validated on a real Kinova Gen3, not just in sim. That real-robot number is the one that matters: only a 16 percent drop on the hardest task going from simulation to hardware. That is a small enough gap to take seriously, and it did not happen by accident. They built a VR teleoperation rig specifically for coordinated dual-arm collection, because generic single-arm teleop setups do not capture the coordination real assembly needs, and the model predicts a continuous progress signal alongside the action chunk rather than a discrete subtask label, letting it auto-transition and catch drift before it compounds into total failure. The simulation ablation is what got them there, 48 to 80 percent over baselines, with another 21 points from their perception and control design study alone, but that is groundwork, not the headline. Watch the video, there is a clip of the robot misgrasping the seat panel, reopening the gripper, and regrasping on its own. That is not scripted recovery behaviour, it emerged from training, and it emerged on hardware. Excellent work from the team from Mitsubishi Electric Research Laboratories, with Oxford and UNC Chapel Hill Clinical Laboratory Science. Video and project page in comments. #Robotics #Manipulation #VLA

Stephen James

14,952 Aufrufe • vor 2 Monaten

in software, we're entering a new age of skyscrapers: rather than a small group of humans hand-typing code into a computer, software is now built by thousands of humans and agents working together to build applications at a scale that was previously unthinkable. the unsung heroes of this new era are infrastructure engineers. they are the people who are figuring out how to make software with 100x the amount of code, and 1000x the amount of contributors actually work OpenAI is one of the few companies already operating at this scale so we Every 📧 spent a few days deep inside of the company to learn how their infrastructure team thinks about building software skyscrapers—and how they use agents to do it one of the most important articles we've written this year:
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in software, we're entering a new age of skyscrapers: rather than a small group of humans hand-typing code into a computer, software is now built by thousands of humans and agents working together to build applications at a scale that was previously unthinkable. the unsung heroes of this new era are infrastructure engineers. they are the people who are figuring out how to make software with 100x the amount of code, and 1000x the amount of contributors actually work OpenAI is one of the few companies already operating at this scale so we Every 📧 spent a few days deep inside of the company to learn how their infrastructure team thinks about building software skyscrapers—and how they use agents to do it one of the most important articles we've written this year:

Dan Shipper

14,886 Aufrufe • vor 1 Monat

When you have an angel and a demon sitting on your right and left shoulders, this is what it means... The Tree of Life is within; the emotions and urges come from the higher dimensions of the Sefirot/Chakras/Egyptian parts of the soul. When energy flows from the left side, especially through Gevurah, that raw energy—the energy of the lion—brings anger that cannot be easily controlled. In the Egyptian system, that part of the soul is called Sekhem. From the right side, or from Chokmah and Chesed, a flow of energy brings kindness and love. There are people who receive energy only from one side, without balance. A lot of what you receive depends on the influence of the stars when you are born, and that is by design. Some are here to bring evil, some good—you need to find the balance and purify your heart.
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When you have an angel and a demon sitting on your right and left shoulders, this is what it means... The Tree of Life is within; the emotions and urges come from the higher dimensions of the Sefirot/Chakras/Egyptian parts of the soul. When energy flows from the left side, especially through Gevurah, that raw energy—the energy of the lion—brings anger that cannot be easily controlled. In the Egyptian system, that part of the soul is called Sekhem. From the right side, or from Chokmah and Chesed, a flow of energy brings kindness and love. There are people who receive energy only from one side, without balance. A lot of what you receive depends on the influence of the stars when you are born, and that is by design. Some are here to bring evil, some good—you need to find the balance and purify your heart.

Open Minded Approach

167,832 Aufrufe • vor 4 Monaten