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They say, Any Sufficiently advanced engineering is indistinguishable from art. This is what that looks like. A 5-axis Hermle machining centre isn't simply shaping metal. It is coordinating five axes of motion simultaneously while its spindle turns at up to 18,500-41,000 RPM, following tool-paths that can contain hundreds of...

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Ammanichanda

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38,987 просмотров • 6 дней назад •via X (Twitter)

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Titanium is one of the hardest materials to machine. It cuts much slower than aluminum, runs hot, and deep bowl-like geometry will snap a tool if chips aren't continuously flushed out with coolant. That strength is what allows thin, complex parts to hold tight tolerances, making it the material of choice for high-performance satellites that have to survive the harshest environment there is. Astranis machines titanium in-house at our factory in Northern California, building world-class hardware on American soil.
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Titanium is one of the hardest materials to machine. It cuts much slower than aluminum, runs hot, and deep bowl-like geometry will snap a tool if chips aren't continuously flushed out with coolant. That strength is what allows thin, complex parts to hold tight tolerances, making it the material of choice for high-performance satellites that have to survive the harshest environment there is. Astranis machines titanium in-house at our factory in Northern California, building world-class hardware on American soil.

Astranis Space Technologies

21,172 просмотров • 3 месяцев назад

Formula 1 pistons are Forged from ultra light high strength Aluminum alloys like 2618 grade racing alloys, then coated with thermal barrier and anti friction surface treatments, each piston is designed to survive combustion temperatures and inertial loads that would destroy conventional engine components within seconds. At around 20,000 RPM, the piston is reversing direction roughly 333 times per second, meaning it is constantly accelerating and decelerating under combustion pressures while experiencing peak inertial loads in the range of 10,000-15,000 g equivalents in high performance racing conditions. Each piston in a Formula 1 spec engine can cost roughly $3,000 to $7,000 per unit, not because of material alone, but because of the machining precision, weight balancing, and microscopic tolerance control required to keep it stable at that frequency. What makes it remarkable is not that it moves fast, but that it survives repeated directional failure hundreds of times every second without breaking apart for 5000+kms or extreme racing. 📹The AutoLife
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Formula 1 pistons are Forged from ultra light high strength Aluminum alloys like 2618 grade racing alloys, then coated with thermal barrier and anti friction surface treatments, each piston is designed to survive combustion temperatures and inertial loads that would destroy conventional engine components within seconds. At around 20,000 RPM, the piston is reversing direction roughly 333 times per second, meaning it is constantly accelerating and decelerating under combustion pressures while experiencing peak inertial loads in the range of 10,000-15,000 g equivalents in high performance racing conditions. Each piston in a Formula 1 spec engine can cost roughly $3,000 to $7,000 per unit, not because of material alone, but because of the machining precision, weight balancing, and microscopic tolerance control required to keep it stable at that frequency. What makes it remarkable is not that it moves fast, but that it survives repeated directional failure hundreds of times every second without breaking apart for 5000+kms or extreme racing. 📹The AutoLife

Ammanichanda

255,143 просмотров • 23 дней назад

The Apple Watch launched 10 years ago today (and has sold over 200 million units). An interesting manufacturing detail is that Apple is the world’s largest buyer of Swiss CNC machines. These automated precision tool cost ~$2m each and make small metal parts. Rolex used to be the largest buyer of CNC machines. But that title now belongs to Apple, which owns 100s of them. Why? For the Apple Watch: the tool is used specifically to make slots for swappable wrist straps. That’s it. How precise is the CNC (computer numerical control) machine? Per The Verge, an average CNC machine can cut pieces with a precision of +/- 50 microns (for comparison, a strand of hair is 70 microns). The Apple Watch is even more demanding: it requires a cut within +/- 5 microns. That’s a comically tight tolerance band. The multi-hundred million dollar investment has already paid for itself: Watch straps are a $1B accessory business. *** Links Found this video of a CNC Machine from Cox Manufacturing (not sure if Apple’s looks exactly the same but added the white lotus theme music because why not): The Verge has a fascinating breakdown on the Watch engineering for the slot: :
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The Apple Watch launched 10 years ago today (and has sold over 200 million units). An interesting manufacturing detail is that Apple is the world’s largest buyer of Swiss CNC machines. These automated precision tool cost ~$2m each and make small metal parts. Rolex used to be the largest buyer of CNC machines. But that title now belongs to Apple, which owns 100s of them. Why? For the Apple Watch: the tool is used specifically to make slots for swappable wrist straps. That’s it. How precise is the CNC (computer numerical control) machine? Per The Verge, an average CNC machine can cut pieces with a precision of +/- 50 microns (for comparison, a strand of hair is 70 microns). The Apple Watch is even more demanding: it requires a cut within +/- 5 microns. That’s a comically tight tolerance band. The multi-hundred million dollar investment has already paid for itself: Watch straps are a $1B accessory business. *** Links Found this video of a CNC Machine from Cox Manufacturing (not sure if Apple’s looks exactly the same but added the white lotus theme music because why not): The Verge has a fascinating breakdown on the Watch engineering for the slot: :

Trung Phan

276,100 просмотров • 1 год назад

Monopoly Defence Company In India There’s an Indian company quietly sitting inside some of the world’s most advanced machines from space rockets to fighter jets. It supplies aerospace-grade titanium and superalloys to global giants like Blue Origin, Honeywell, Dassault, BAE Systems, and even ISRO. What makes this even more interesting? Very few companies globally can manufacture and certify these mission-critical materials. With a fully integrated titanium ecosystem and a massive capacity expansion coming up, this company is positioning itself right at the center of a global supply chain shift. While the world looks for alternatives to disrupted supply sources, India might already have its answer. This is the kind of hidden opportunity most investors miss early. Credit : ValueEducator
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Monopoly Defence Company In India There’s an Indian company quietly sitting inside some of the world’s most advanced machines from space rockets to fighter jets. It supplies aerospace-grade titanium and superalloys to global giants like Blue Origin, Honeywell, Dassault, BAE Systems, and even ISRO. What makes this even more interesting? Very few companies globally can manufacture and certify these mission-critical materials. With a fully integrated titanium ecosystem and a massive capacity expansion coming up, this company is positioning itself right at the center of a global supply chain shift. While the world looks for alternatives to disrupted supply sources, India might already have its answer. This is the kind of hidden opportunity most investors miss early. Credit : ValueEducator

Augadh

66,744 просмотров • 3 месяцев назад

A simple CNC machine. Wood. A rotating tool. And yet the pattern shifts from circles to perfect hexagons with a level of accuracy most factories still struggle to hit. I worked five years in manufacturing at Siemens, and this is the part people often overlook. The real magic is not new or loud. It is stability. Repeatability. Tool paths that were tuned forever. Precision that just keeps working. Robotics is in a hype cycle right now, but manufacturing has delivered quiet perfection long before anyone talked about foundation models. Sometimes the most interesting engineering is the part that does not ask for attention. —- Weekly robotics and AI insights. Subscribe free:
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A simple CNC machine. Wood. A rotating tool. And yet the pattern shifts from circles to perfect hexagons with a level of accuracy most factories still struggle to hit. I worked five years in manufacturing at Siemens, and this is the part people often overlook. The real magic is not new or loud. It is stability. Repeatability. Tool paths that were tuned forever. Precision that just keeps working. Robotics is in a hype cycle right now, but manufacturing has delivered quiet perfection long before anyone talked about foundation models. Sometimes the most interesting engineering is the part that does not ask for attention. —- Weekly robotics and AI insights. Subscribe free:

Ilir Aliu

164,829 просмотров • 8 месяцев назад

This is one of my favorite videos from Russia. It is claimed to be of an "advance robotic combat soldier" developed by the Russian MoD. Look at Putin's face... even he is embarrassed. But the Russian media ran with the story anyway. Any 10-year-old can see it is an ATV with a manikin on it that is being driven remotely by a human. It is nothing more than a cheap parlor trick, magic, smoke and mirrors... But it probably cost the Russian tax payers hundreds of millions of rubles over several years to "develop." This is probably the best analogy I have come across of what Russia is at its core: fake, a lie, corrupt and brainwashed. And, I can say with full confidence that, at least in this case, there truly is no "analog." #OSINT #UkraineRussiaWar️ #UkraineWar #Ukraine #Counteroffensive
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This is one of my favorite videos from Russia. It is claimed to be of an "advance robotic combat soldier" developed by the Russian MoD. Look at Putin's face... even he is embarrassed. But the Russian media ran with the story anyway. Any 10-year-old can see it is an ATV with a manikin on it that is being driven remotely by a human. It is nothing more than a cheap parlor trick, magic, smoke and mirrors... But it probably cost the Russian tax payers hundreds of millions of rubles over several years to "develop." This is probably the best analogy I have come across of what Russia is at its core: fake, a lie, corrupt and brainwashed. And, I can say with full confidence that, at least in this case, there truly is no "analog." #OSINT #UkraineRussiaWar️ #UkraineWar #Ukraine #Counteroffensive

OSINT Intuit™

540,284 просмотров • 3 лет назад

Scientists mapped a piece of brain the size of half a grain of rice. One-millionth the size of the human brain. It took them a year and over 1.4 million gigabytes to scan it. They found over 57,000 cells, 150 million synapses, and even some new structures they didn't know existed. Mapping the entire human brain in this level of detail would require all the data storage generated on Earth in a year + a 140-acre data center. But the human brain itself can hold up to ~2.5 million gigabytes of information - enough for ~3 million hours of HD video or 342 years of continuous viewing. It can process roughly 10 quadrillion calculations per second - enough processing power to run over 4,000 high-end gaming PCs all operating at peak ability. And it only runs on the amount of power needed for a single dim light bulb. No technology even comes close to doing what the brain can do. The more we learn about biology, the more complex it becomes. This is God's Glory on display.
1:34

Scientists mapped a piece of brain the size of half a grain of rice. One-millionth the size of the human brain. It took them a year and over 1.4 million gigabytes to scan it. They found over 57,000 cells, 150 million synapses, and even some new structures they didn't know existed. Mapping the entire human brain in this level of detail would require all the data storage generated on Earth in a year + a 140-acre data center. But the human brain itself can hold up to ~2.5 million gigabytes of information - enough for ~3 million hours of HD video or 342 years of continuous viewing. It can process roughly 10 quadrillion calculations per second - enough processing power to run over 4,000 high-end gaming PCs all operating at peak ability. And it only runs on the amount of power needed for a single dim light bulb. No technology even comes close to doing what the brain can do. The more we learn about biology, the more complex it becomes. This is God's Glory on display.

Divinely Designed

588,278 просмотров • 2 месяцев назад

Many people don't really understand the size of the equipment Ukraine operates and why excavators are critical and what I am asking for your help with donating and sharing this message (donation link in the end) ​Here is an example of a PzH 2000 that was sent to me by a friend from a brigade we are helping with excavators. You can see the dugout that an excavator has built for it, and you can compare a person's size to the size of the machine to understand the labor that goes into saving these machines. Even with an excavator, it still takes days to construct. ​It's impossible to dig a position for it with a shovel. This howitzer costs tens of millions of dollars; you can help save it and its crew by donating 10 dollars Donation link:
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Many people don't really understand the size of the equipment Ukraine operates and why excavators are critical and what I am asking for your help with donating and sharing this message (donation link in the end) ​Here is an example of a PzH 2000 that was sent to me by a friend from a brigade we are helping with excavators. You can see the dugout that an excavator has built for it, and you can compare a person's size to the size of the machine to understand the labor that goes into saving these machines. Even with an excavator, it still takes days to construct. ​It's impossible to dig a position for it with a shovel. This howitzer costs tens of millions of dollars; you can help save it and its crew by donating 10 dollars Donation link:

✙ Constantine ✙

272,291 просмотров • 4 месяцев назад

Just to give you guys a visual reference of what we’re currently building. This is a 12-axis CNC controlled wire forming machine which can bend wires and coil springs up to 2.5mm wire diameter (spring steel and equivalent). Out of the 12 axis, 10 of those axis will have almost zero backlash planetary reducers. Precision is the name of the game. All the 8 slides you see on the front plate can be moved and rotated along the plate’s axis for better flexibility and accuracy. This will also have a rotary wire pecking system that would be the first of its kind to be made in India. I can’t wait to build this machine and show you guys how it manufactures precision springs all day and all night. The parts of this machine are being manufactured in our facility as I post this.
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Just to give you guys a visual reference of what we’re currently building. This is a 12-axis CNC controlled wire forming machine which can bend wires and coil springs up to 2.5mm wire diameter (spring steel and equivalent). Out of the 12 axis, 10 of those axis will have almost zero backlash planetary reducers. Precision is the name of the game. All the 8 slides you see on the front plate can be moved and rotated along the plate’s axis for better flexibility and accuracy. This will also have a rotary wire pecking system that would be the first of its kind to be made in India. I can’t wait to build this machine and show you guys how it manufactures precision springs all day and all night. The parts of this machine are being manufactured in our facility as I post this.

Vishakh Ranotra

30,990 просмотров • 11 месяцев назад

I've been showing the output of my flight reconstruction tool for a while and I wanted to share something like it which wasn't a mess of hand tuned stuff that required X-Plane. So I created a completely new version in javascript that runs in an HTML page so that anyone can use it. The output is a KML file which is a tour that works in Google Earth pro with all the attitude information included. This is a long way from perfect, I messed around with multiple smoothing algorithms and none of them compares well with the python code, but they're readable and understandable for anyone.
1:37

I've been showing the output of my flight reconstruction tool for a while and I wanted to share something like it which wasn't a mess of hand tuned stuff that required X-Plane. So I created a completely new version in javascript that runs in an HTML page so that anyone can use it. The output is a KML file which is a tour that works in Google Earth pro with all the attitude information included. This is a long way from perfect, I messed around with multiple smoothing algorithms and none of them compares well with the python code, but they're readable and understandable for anyone.

Scott Manley

19,808 просмотров • 5 месяцев назад

One of the most underrated marvels of World War II was the torpedo guidance gyro. A high precision torpedo gyro could spin at 20,000+ RPM, maintain directional stability underwater for miles, survive violent launch loads, and keep a weapon on course using purely mechanical control systems built to tolerances measured in thousandths of an inch. The Mark 14 torpedo that carried these systems cost over $10,000+ per unit in the 1940s. Designed on drafting tables and manufactured with engine lathes, jig borers, and manual milling machines, all without CAD, simulation software, or CNC machining. Without them, the US submarine campaign that crippled Japan's merchant fleet would not have been possible. World War II wasn't just won by ships and aircraft. It was also won by thousands of invisible engineering masterpieces. Video Source:- Inert Ordnance
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One of the most underrated marvels of World War II was the torpedo guidance gyro. A high precision torpedo gyro could spin at 20,000+ RPM, maintain directional stability underwater for miles, survive violent launch loads, and keep a weapon on course using purely mechanical control systems built to tolerances measured in thousandths of an inch. The Mark 14 torpedo that carried these systems cost over $10,000+ per unit in the 1940s. Designed on drafting tables and manufactured with engine lathes, jig borers, and manual milling machines, all without CAD, simulation software, or CNC machining. Without them, the US submarine campaign that crippled Japan's merchant fleet would not have been possible. World War II wasn't just won by ships and aircraft. It was also won by thousands of invisible engineering masterpieces. Video Source:- Inert Ordnance

Ammanichanda

89,845 просмотров • 1 месяц назад

"In a fantasy or science fiction story, you can get away with one big lie. You can include one thing that's convenient for the author in order to make the plot work. In Children of Time, the question is 'what if a species of a spider developed a society, civilization, and technology. But the big lie is literally that there is a nanovirus is assisting the uplift of the spiders, and the lie is the amount of time that'll take. Because of the nanovirus, that happens in tens of thousands of years rather than hundreds of millions of years, which you would need by evolution. People need to read a book and think 'that's a thing that could happen.' It gives your book a weight and gravity that it would not have if it was magic talking spiders. So in order to support your One Big Lie, everything else needs to be true." — Adrian Tchaikovsky
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"In a fantasy or science fiction story, you can get away with one big lie. You can include one thing that's convenient for the author in order to make the plot work. In Children of Time, the question is 'what if a species of a spider developed a society, civilization, and technology. But the big lie is literally that there is a nanovirus is assisting the uplift of the spiders, and the lie is the amount of time that'll take. Because of the nanovirus, that happens in tens of thousands of years rather than hundreds of millions of years, which you would need by evolution. People need to read a book and think 'that's a thing that could happen.' It gives your book a weight and gravity that it would not have if it was magic talking spiders. So in order to support your One Big Lie, everything else needs to be true." — Adrian Tchaikovsky

David Perell

66,006 просмотров • 5 месяцев назад

🚨This is what American engineering looks like… in real time. No hype… no CGI… no trick editing. A man takes industrial structural adhesive… Applies it correctly… lets it cure… Then lifts a 7,000 lb Tesla Cybertruck OFF THE GROUND… Tesla With glue. Let that sink in. Not bolts… Not welds… Not steel reinforcement… Glue. This isn’t arts and crafts… this is aerospace-grade chemistry meeting precision engineering. The product used… Fusor 2098 Is designed to create bonds so strong… they rival or exceed traditional mechanical fastening in specific applications. And it showed. That joint held under full load… No snap… No shear failure… No separation. This is the level of innovation people underestimate. America doesn’t just build things… It reinvents how things are built. From automotive to aerospace… From composites to bonding science… We are engineering at the molecular level now. While others are debating… We’re designing materials that can hold up a truck with a layer you can barely see. That’s not just impressive… That’s dominance in applied science. #SilentMajoritySpeaks #AStoneGroove
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🚨This is what American engineering looks like… in real time. No hype… no CGI… no trick editing. A man takes industrial structural adhesive… Applies it correctly… lets it cure… Then lifts a 7,000 lb Tesla Cybertruck OFF THE GROUND… Tesla With glue. Let that sink in. Not bolts… Not welds… Not steel reinforcement… Glue. This isn’t arts and crafts… this is aerospace-grade chemistry meeting precision engineering. The product used… Fusor 2098 Is designed to create bonds so strong… they rival or exceed traditional mechanical fastening in specific applications. And it showed. That joint held under full load… No snap… No shear failure… No separation. This is the level of innovation people underestimate. America doesn’t just build things… It reinvents how things are built. From automotive to aerospace… From composites to bonding science… We are engineering at the molecular level now. While others are debating… We’re designing materials that can hold up a truck with a layer you can barely see. That’s not just impressive… That’s dominance in applied science. #SilentMajoritySpeaks #AStoneGroove

A Gene Robinson

534,242 просмотров • 3 месяцев назад

Elon’s been saying this for years. His view is that AI will eventually make a lot of jobs obsolete, and in that future, UBI, universal basic income will be needed so people can still have a living while machines do most of the work. He’s called UBI “necessary” in a high-AI future, but he’s also said it should be more like a “universal high income” tied to making sure people benefit from AI productivity, not just getting a basic check to survive. He’s repeated this on interviews and on X multiple times.
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Elon’s been saying this for years. His view is that AI will eventually make a lot of jobs obsolete, and in that future, UBI, universal basic income will be needed so people can still have a living while machines do most of the work. He’s called UBI “necessary” in a high-AI future, but he’s also said it should be more like a “universal high income” tied to making sure people benefit from AI productivity, not just getting a basic check to survive. He’s repeated this on interviews and on X multiple times.

Patricia 🇺🇸

25,107 просмотров • 2 месяцев назад

Pi was built when there were already agent harnesses around. Here’s why Mario Zechner(Mario Zechner), found them suboptimal and built Pi, a minimalist self-modifying agent: #1 - Mario initially was a believer in Claude Code: "I was a believer in Claude code because they were the first that packaged agentic search up in a really compelling package. And at the time that fit my workflow really well. Everything around the LLM was kind of nice and tidy and easy to understand. I was super happy. I was proselytising Claude code." #2 - Reverse engineering Claude Code highlighted the degradation that Mario felt as a user: "I personally like simple tools that are stable and that I can rely on. Even if they have non-deterministic parts, all the deterministic parts should be as stable as possible. That was just not the experience with Claude Code around summer 2025. They would take away your control of the context. They would inject stuff behind your back, which is bad. Then, your workflows stopped working because there's now a system reminder that you don't even see in the UI that would modify the behaviour of the model. They would also do this to the system prompt. I built a little service where I can track the progression or evolution of the system, prompt and tool definitions and, with every release, it was messing with stuff. That just messed with my workflows and I don't appreciate that." #3 - PI was built with an appreciation for simple and reliable tools: "If I commit to a development tool, I want it to be a stable, reliable thing like a hammer. I don't want my hammer to break a different spot every day. That's terrible. We need somebody who goes the full velocity kind of way. But I don't want to work with a tool like that."
2:54

Pi was built when there were already agent harnesses around. Here’s why Mario Zechner(Mario Zechner), found them suboptimal and built Pi, a minimalist self-modifying agent: #1 - Mario initially was a believer in Claude Code: "I was a believer in Claude code because they were the first that packaged agentic search up in a really compelling package. And at the time that fit my workflow really well. Everything around the LLM was kind of nice and tidy and easy to understand. I was super happy. I was proselytising Claude code." #2 - Reverse engineering Claude Code highlighted the degradation that Mario felt as a user: "I personally like simple tools that are stable and that I can rely on. Even if they have non-deterministic parts, all the deterministic parts should be as stable as possible. That was just not the experience with Claude Code around summer 2025. They would take away your control of the context. They would inject stuff behind your back, which is bad. Then, your workflows stopped working because there's now a system reminder that you don't even see in the UI that would modify the behaviour of the model. They would also do this to the system prompt. I built a little service where I can track the progression or evolution of the system, prompt and tool definitions and, with every release, it was messing with stuff. That just messed with my workflows and I don't appreciate that." #3 - PI was built with an appreciation for simple and reliable tools: "If I commit to a development tool, I want it to be a stable, reliable thing like a hammer. I don't want my hammer to break a different spot every day. That's terrible. We need somebody who goes the full velocity kind of way. But I don't want to work with a tool like that."

The Pragmatic Engineer

62,825 просмотров • 2 месяцев назад

Elon Musk: Any country that allows unfettered mass immigration will cease to exist. “The mass immigration is insane and will lead to the destruction of any country that allows unfettered mass immigration. That country will simply cease to exist. At the end of the day, it is a numbers game, a numbers situation. If there are 8 billion people in the world, and let's say you're a country of 50 million, 60 million, for a medium-sized country, but even for a country like the United States, which is 350 million, given that there are 8 billion people in the world, it only takes a few percent of the rest of the world to move to the country to where it is no longer that country. A country is not its geography. A country is its people. This is a fundamental concept that is truly obvious. If you took the people of Italy and you teleported the people of Italy to, say, some part of the United States, it would still be Italy. But if you teleported a bunch of people from some other part of the world to Italy, where the Italian people are no longer because they've been teleported to America, then the region, the geographic region, would no longer be Italy. It would be that other country.” From: Interview with Matteo Salvini, April 5, 2025
1:42

Elon Musk: Any country that allows unfettered mass immigration will cease to exist. “The mass immigration is insane and will lead to the destruction of any country that allows unfettered mass immigration. That country will simply cease to exist. At the end of the day, it is a numbers game, a numbers situation. If there are 8 billion people in the world, and let's say you're a country of 50 million, 60 million, for a medium-sized country, but even for a country like the United States, which is 350 million, given that there are 8 billion people in the world, it only takes a few percent of the rest of the world to move to the country to where it is no longer that country. A country is not its geography. A country is its people. This is a fundamental concept that is truly obvious. If you took the people of Italy and you teleported the people of Italy to, say, some part of the United States, it would still be Italy. But if you teleported a bunch of people from some other part of the world to Italy, where the Italian people are no longer because they've been teleported to America, then the region, the geographic region, would no longer be Italy. It would be that other country.” From: Interview with Matteo Salvini, April 5, 2025

ELON CLIPS

27,107 просмотров • 1 год назад

Two data points dropped in the last few months that should terrify every software company that thinks its codebase is a moat. First, one engineer at Cloudflare, working with Claude via AI agents, rebuilt 94% of Next.js, one of the most widely used frontend frameworks on the internet, built over 10 years by a large engineering team in a single week. Total cost was $1,100 in API tokens. The result, called Vinext, is a drop-in replacement that builds production apps up to 4x faster and produces client bundles 57% smaller and customers are already running it in production. Second is Cursor CEO Michael Truell deployed a swarm of hundreds of GPT-5.2 agents that ran uninterrupted for an entire week and built a fully functional web browser from scratch called FastRender. 3 million lines of code, thousands of files and a custom Rust rendering engine with HTML parsing, CSS layout, text shaping, and a custom JavaScript VM. Total cost was roughly $30,000. For context, Google has spent billions of dollars and decades of engineering building Chrome. And the benchmarks say by next year, you will be able to one-shot prompt anything. The moat that software companies spent decades building, the complexity of their codebase, the years it would take a competitor to replicate it, the switching costs that moat assumed humans were the unit of production. AI does not care how long it took you to build it, it only cares how long it takes to rebuild it. And right now, the answer is one week.
1:05

Two data points dropped in the last few months that should terrify every software company that thinks its codebase is a moat. First, one engineer at Cloudflare, working with Claude via AI agents, rebuilt 94% of Next.js, one of the most widely used frontend frameworks on the internet, built over 10 years by a large engineering team in a single week. Total cost was $1,100 in API tokens. The result, called Vinext, is a drop-in replacement that builds production apps up to 4x faster and produces client bundles 57% smaller and customers are already running it in production. Second is Cursor CEO Michael Truell deployed a swarm of hundreds of GPT-5.2 agents that ran uninterrupted for an entire week and built a fully functional web browser from scratch called FastRender. 3 million lines of code, thousands of files and a custom Rust rendering engine with HTML parsing, CSS layout, text shaping, and a custom JavaScript VM. Total cost was roughly $30,000. For context, Google has spent billions of dollars and decades of engineering building Chrome. And the benchmarks say by next year, you will be able to one-shot prompt anything. The moat that software companies spent decades building, the complexity of their codebase, the years it would take a competitor to replicate it, the switching costs that moat assumed humans were the unit of production. AI does not care how long it took you to build it, it only cares how long it takes to rebuild it. And right now, the answer is one week.

Milk Road AI

16,781 просмотров • 3 месяцев назад

Spiritual Transformation Is The Only Mechanism To Go Beyond This World Science fiction, and even many whistleblowers in Ufology, often claim that incredible feats can be achieved through technology alone. Technology can be Psychic! Machines exist that can take you into the higher dimensions! You can augment yourself with technology to gain spiritual abilities! Any serious student of Spirituality should be able to see, from a mile away, that a machine cannot seriously achieve these things. The modern day spiritualization of technology is a clear symptom of a society that has lost its spiritual underpinning. It is a sign of a world that has yet to turn inward. What we are really seeing with the spiritualization of technology is human beings that are trying to externalize, and project, inner, spiritual processes and capacities onto machines. This is because it is far easier to externalize something, to project it outward, than to actually understand it's inner meaning and process within ourselves. Ultimately, externalization and projection mean that we can avoid our personal responsibilities. The reality is that machines cannot truly be psychic. Machines cannot take you anywhere you want to go in time and space. Machines cannot create spiritual abilities for you. The only reason why we believe this as a society is because we do not acknowledge the soul. And, even if we do not, as a collective, acknowledge the existence of the soul, we will still yearn for it. We will still seek it even if we do not believe it exists. And, it is this innate seeking to experience Spirit that will lead us to project it where it could not possibly exist. The Esoteric Keys to Disclosure: Audience Questions
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Spiritual Transformation Is The Only Mechanism To Go Beyond This World Science fiction, and even many whistleblowers in Ufology, often claim that incredible feats can be achieved through technology alone. Technology can be Psychic! Machines exist that can take you into the higher dimensions! You can augment yourself with technology to gain spiritual abilities! Any serious student of Spirituality should be able to see, from a mile away, that a machine cannot seriously achieve these things. The modern day spiritualization of technology is a clear symptom of a society that has lost its spiritual underpinning. It is a sign of a world that has yet to turn inward. What we are really seeing with the spiritualization of technology is human beings that are trying to externalize, and project, inner, spiritual processes and capacities onto machines. This is because it is far easier to externalize something, to project it outward, than to actually understand it's inner meaning and process within ourselves. Ultimately, externalization and projection mean that we can avoid our personal responsibilities. The reality is that machines cannot truly be psychic. Machines cannot take you anywhere you want to go in time and space. Machines cannot create spiritual abilities for you. The only reason why we believe this as a society is because we do not acknowledge the soul. And, even if we do not, as a collective, acknowledge the existence of the soul, we will still yearn for it. We will still seek it even if we do not believe it exists. And, it is this innate seeking to experience Spirit that will lead us to project it where it could not possibly exist. The Esoteric Keys to Disclosure: Audience Questions

Gigi Young

17,200 просмотров • 2 лет назад

A LINUX KERNEL DEVELOPER PROVED THE THING YOU PUSH CODE TO IS SECRETLY A DATABASE THAT CAN VERSION ALMOST ANYTHING AND THAT MOST DEVS HAVE ONLY EVER TOUCHED A TENTH OF IT 42 minutes from Josh Triplett -- a longtime Linux kernel and Debian developer -- showing that Git is a general-purpose, tamper-evident versioning engine that just happens to be famous for code. -> The moment it clicks, Git stops being "Where my code lives" and becomes what it really is underneath: a content-addressable store that can version almost anything -- your configs, your notes, your servers' state, entire datasets. People run whole wikis on it. They version their entire machine's configuration with it. They ship websites by pushing to it. They track data too big to email. None of it is a hack -- it's the same handful of objects you already use for code, pointed somewhere new. Treating Git as a code-only tool was never the ceiling -> it's a versioning engine for anything, and the people who see that automate what the rest of the team still does by hand. And as AI agents start spitting out not just code but configs, docs and data, the one system that can version and audit all of it at once is already sitting on your machine. You learned five commands to survive. This is the talk that shows you were standing on top of a database the whole time. It changes what you think the tool is even for. Bookmark & Watch it today ↓
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A LINUX KERNEL DEVELOPER PROVED THE THING YOU PUSH CODE TO IS SECRETLY A DATABASE THAT CAN VERSION ALMOST ANYTHING AND THAT MOST DEVS HAVE ONLY EVER TOUCHED A TENTH OF IT 42 minutes from Josh Triplett -- a longtime Linux kernel and Debian developer -- showing that Git is a general-purpose, tamper-evident versioning engine that just happens to be famous for code. -> The moment it clicks, Git stops being "Where my code lives" and becomes what it really is underneath: a content-addressable store that can version almost anything -- your configs, your notes, your servers' state, entire datasets. People run whole wikis on it. They version their entire machine's configuration with it. They ship websites by pushing to it. They track data too big to email. None of it is a hack -- it's the same handful of objects you already use for code, pointed somewhere new. Treating Git as a code-only tool was never the ceiling -> it's a versioning engine for anything, and the people who see that automate what the rest of the team still does by hand. And as AI agents start spitting out not just code but configs, docs and data, the one system that can version and audit all of it at once is already sitting on your machine. You learned five commands to survive. This is the talk that shows you were standing on top of a database the whole time. It changes what you think the tool is even for. Bookmark & Watch it today ↓

slash1s

384,056 просмотров • 1 месяц назад