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🇬🇧 Presenting our first prototype of a unique double penetration toy.🎉Get ready for a completely new experience❤️ 🇨🇿 Představujeme náš první prototyp unikátní hračky pro dvojitou penetraci.🎉Připrav se na úplně nový zážitek❤️ #dvp #double #doublepenetration #dildo #toy

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Deep Pleasure Toys

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20,888 views • 1 year ago •via X (Twitter)

NSFW#dvp#double#doublepenetration#dildo#toy
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These changes will add more value to Master Editions, give participants greater confidence, and enhance the overall ecosystem. - Cloned Edition Minting: This innovative feature will launch when Master Editions begin to mint out their Clones, allowing people to mint these unique variations. Cloned Editions will inherit traits and offer new gameplay opportunities, expanding your Critters' potential and rewards. Backend Tweaks: While many of these improvements are visible, we've also made numerous backend tweaks that aren't immediately seen. These optimizations ensure better performance, stability, and scalability for the platform moving forward. Continuous Elevation: This migration marks our first massive overhaul, but it's just the beginning. We're committed to elevating Critters Quest on a continuous basis, refining and expanding the platform with each rollout to keep delivering the best possible experience for our community. 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26,186 views • 1 year ago

UPDATE FROM COBB COUNTY, GA!!! 🎉 IT’S ZEUS’ FREEDOM RIDE 🎉 Zeus was a 10 year old senior dog whose story really broke our hearts. 💔 Apparently, his family moved out of their home and left him behind completely alone. He was found two weeks later and brought to the shelter. When Zeus first arrived, you could tell he was heartbroken. He barely wagged his tail, didn’t want to get out of bed, and just seemed so defeated by the world around him. Even when he started coming out with us volunteers, he stayed very quiet and withdrawn… 🥺 Then one incredibly sweet couple drove all the way from Chattanooga just to meet him… and the second they saw Zeus, they knew he was meant to be theirs. 🧡 When we brought Zeus into the office to get him dressed up for his big day, something about him already felt different. It was almost like he knew his life was about to change. The moment he saw his new parents sitting in the lobby, he immediately went right up to them like he had been waiting for them his entire life. 🥹 When they opened the car door, Zeus tried SO hard to climb in as fast as he could. We were all laughing through tears because although he’s an older senior boy, he was determined to make sure he wasn’t getting left behind again. And the second he got into that car, everything changed. That sad, quiet, heartbroken dog slowly disappeared right before our eyes. Zeus started smiling, rolling onto his back, asking for love, and soaking up every second of freedom. I truly believe he knew exactly what was happening 😭❤️ His new mom sat in the backseat beside him the whole drive home. She kissed him on the head, and Zeus looked back at all of us one last time… almost like he was saying thank you, and then laid down right next to Mom … His new family decided to rename him Worthy because they said he is worthy of love, and I truly do not think there could have been a more perfect name for him. It was such an honor to be part of your journey, Zeus. 💙 Thank you to this amazing couple for giving him the beautiful life he always deserved. Freedom looks so good on you, Worthy!! 😭🎉❤️
1:29

UPDATE FROM COBB COUNTY, GA!!! 🎉 IT’S ZEUS’ FREEDOM RIDE 🎉 Zeus was a 10 year old senior dog whose story really broke our hearts. 💔 Apparently, his family moved out of their home and left him behind completely alone. He was found two weeks later and brought to the shelter. When Zeus first arrived, you could tell he was heartbroken. He barely wagged his tail, didn’t want to get out of bed, and just seemed so defeated by the world around him. Even when he started coming out with us volunteers, he stayed very quiet and withdrawn… 🥺 Then one incredibly sweet couple drove all the way from Chattanooga just to meet him… and the second they saw Zeus, they knew he was meant to be theirs. 🧡 When we brought Zeus into the office to get him dressed up for his big day, something about him already felt different. It was almost like he knew his life was about to change. The moment he saw his new parents sitting in the lobby, he immediately went right up to them like he had been waiting for them his entire life. 🥹 When they opened the car door, Zeus tried SO hard to climb in as fast as he could. We were all laughing through tears because although he’s an older senior boy, he was determined to make sure he wasn’t getting left behind again. And the second he got into that car, everything changed. That sad, quiet, heartbroken dog slowly disappeared right before our eyes. Zeus started smiling, rolling onto his back, asking for love, and soaking up every second of freedom. I truly believe he knew exactly what was happening 😭❤️ His new mom sat in the backseat beside him the whole drive home. She kissed him on the head, and Zeus looked back at all of us one last time… almost like he was saying thank you, and then laid down right next to Mom … His new family decided to rename him Worthy because they said he is worthy of love, and I truly do not think there could have been a more perfect name for him. It was such an honor to be part of your journey, Zeus. 💙 Thank you to this amazing couple for giving him the beautiful life he always deserved. Freedom looks so good on you, Worthy!! 😭🎉❤️

Fionaismybitch

51,930 views • 3 months ago

🐼🦖 ROAR, he’s FOUR! Join us in wishing giant panda Bao Li a dino-mite birthday! At 9 a.m., animal care staff presented Bao Li with a special panda-friendly fruitsicle cake made by the Zoo’s Department of Nutrition Science. Commissary keepers crafted the multi-tiered cake using frozen diluted pineapple juices. The treat was decorated with Bao Li’s favorite treats, including apples, carrots, sweet potatoes, blueberries and leafeater biscuits. The cake was topped with 4 “candles” made from one of the pandas’ favorite foods: sugar cane! . . . 🎉🎂 Bao Li made a beeline straight for his cake. He snacked on a piece of sugar cane first, then plucked an apple from the top. He chewed each treat slowly, seeming to savor every bite! The cake was flanked by two colorful enrichment boxes, one was green with “Dino-4” in painted letters, and the other—a blue box inscribed with “To: Bao Li From: Your Keepers”—concealed a new buoy toy hidden inside. Keepers place a colorful hand-painted banner, complete with a panda in a dinosaur costume, in the habitat for decoration. Virtual visitors tuned into the Zoo’s Giant Panda Cam, sponsored by The Boeing Company, to watch Bao Li enjoy his birthday festivities. . . . ❤️🐼 This marks Bao Li’s first birthday at the Zoo since he arrived in Washington, D.C. on Oct. 15, 2024 with 3-year-old female giant panda Qing Bao. The giant panda team affectionately describes Bao Li as charismatic, playful and confident. “He is so much fun to work with!” said Laurie Thompson, assistant curator of giant pandas. “Bao Li always greets us with a bleat and seems to enjoy attention, whether it’s during training sessions, playing in the hose spray while we clean or coming over for ear scritches.” . . . 🎁🐼 Want to give Bao Li a birthday gift? Make his day extra special by pledging to save pandas! Head to our website to support panda conservation efforts around the globe: On behalf of our #DCPandas and all the animals we care for: thank you! 🫶
0:42

🐼🦖 ROAR, he’s FOUR! Join us in wishing giant panda Bao Li a dino-mite birthday! At 9 a.m., animal care staff presented Bao Li with a special panda-friendly fruitsicle cake made by the Zoo’s Department of Nutrition Science. Commissary keepers crafted the multi-tiered cake using frozen diluted pineapple juices. The treat was decorated with Bao Li’s favorite treats, including apples, carrots, sweet potatoes, blueberries and leafeater biscuits. The cake was topped with 4 “candles” made from one of the pandas’ favorite foods: sugar cane! . . . 🎉🎂 Bao Li made a beeline straight for his cake. He snacked on a piece of sugar cane first, then plucked an apple from the top. He chewed each treat slowly, seeming to savor every bite! The cake was flanked by two colorful enrichment boxes, one was green with “Dino-4” in painted letters, and the other—a blue box inscribed with “To: Bao Li From: Your Keepers”—concealed a new buoy toy hidden inside. Keepers place a colorful hand-painted banner, complete with a panda in a dinosaur costume, in the habitat for decoration. Virtual visitors tuned into the Zoo’s Giant Panda Cam, sponsored by The Boeing Company, to watch Bao Li enjoy his birthday festivities. . . . ❤️🐼 This marks Bao Li’s first birthday at the Zoo since he arrived in Washington, D.C. on Oct. 15, 2024 with 3-year-old female giant panda Qing Bao. The giant panda team affectionately describes Bao Li as charismatic, playful and confident. “He is so much fun to work with!” said Laurie Thompson, assistant curator of giant pandas. “Bao Li always greets us with a bleat and seems to enjoy attention, whether it’s during training sessions, playing in the hose spray while we clean or coming over for ear scritches.” . . . 🎁🐼 Want to give Bao Li a birthday gift? Make his day extra special by pledging to save pandas! Head to our website to support panda conservation efforts around the globe: On behalf of our #DCPandas and all the animals we care for: thank you! 🫶

National Zoo

41,890 views • 1 year ago

T-1: Countdown to the ARC Customization Portal Launch 🟣 Heads Up! Spoiler Alert – Hold Off Watching If You're Not Curious 👇 Quick Tips Before You Dive into Stellar Customization Crafting the Stellar Experience In the world of Creativity and Events, it's all about the experience. It's not just about the looks or avatars, but the whole adventure into the ARC universe to claim your stellar identity. (That's why our avatar strikes that pose.) In the world of Stellars, our identities aren't bound by who we are, but what we're passionate about - ARC My advice? Grab a seat, set up your desktop. Bigger screen is better. Turn on the audio. Get ready to enjoy this journey of self-discovery. Amazing Artwork Already? It's Just the Preview The customization site's artwork is seriously impressive. As you pick different traits or move the mouse around, the colors and shadows play along. And guess what? This is just a sneak peek of the full 3D version of the stellars. Why? Because most of our computers, mine included, can't handle it. Not even my trusty Macbook. Here's the twist (what makes our 3D art cool): ARC renders the entire stellar as a whole, not just bit by bit. That's why you get those subtle reflections on sunglasses, layers of light and shadow. All the traits interact, changing with the light source. Yes, we have to wait a bit longer. But trust me, it's double the excitement. Even if you have a rough idea of how your stellars will look, the fully rendered version will blow you away. Cheers to ARC Diamond Squad & Early Contributors Being part of the ARC Diamond Squad with early contributors is an honor. We're the ones testing concepts, giving feedback, and supporting the community. Over the past months, we've had so many talks, all pointing to one thing from the ARC team — they want to give the best to the stellars. They've really taken the community's needs to heart, especially this identity customization thing. It's a privilege to get a head start on customization. We're glad we did it with limited info so all the stellars can have more reference of the traits, "rarity" & "relatability". So every stellar out there can get the best first-stage customizations. Hats off to the Early Contributors: Collin Seow CFTe @fridgeintheopen Doc Noel.hl (theo arc) Skid @ddskiwi SatoSwee | sweenee.eth ❤️ Memecoin 🏴‍☠️🐉$MON Ben Choo 🇸🇬 fuzzcheek 0xAndy.eth CK4 ⚽️-' 🐐 Divergence 🔮 Bella 𝚙𝚊𝚙𝚎𝚛 🎒 luke Jun theoriginaldy.kongz.eth ❤️ Memecoin @YPSONO_33 Brownworkglov3 🧸 @wideeyekarI @etttrader inkshepherd.eth wassieloyer Manox @chrisngoi Lowes 🧘🏻 (d/acc) J.Peh (Jason) @Airgeek_ JT criticalz 🐉$MON @Chrislhz Newar Tanguy Girault 🇰🇷🇫🇷 CATMEATPARTY Jo | Joanne And a Big Shoutout to the ARC Team: icunucmi Gab Yang Jaclyn Lee ✦ ARC keane joey Nickoo firmanata Akari Clifford Alvinology
1:58

T-1: Countdown to the ARC Customization Portal Launch 🟣 Heads Up! Spoiler Alert – Hold Off Watching If You're Not Curious 👇 Quick Tips Before You Dive into Stellar Customization Crafting the Stellar Experience In the world of Creativity and Events, it's all about the experience. It's not just about the looks or avatars, but the whole adventure into the ARC universe to claim your stellar identity. (That's why our avatar strikes that pose.) In the world of Stellars, our identities aren't bound by who we are, but what we're passionate about - ARC My advice? Grab a seat, set up your desktop. Bigger screen is better. Turn on the audio. Get ready to enjoy this journey of self-discovery. Amazing Artwork Already? It's Just the Preview The customization site's artwork is seriously impressive. As you pick different traits or move the mouse around, the colors and shadows play along. And guess what? This is just a sneak peek of the full 3D version of the stellars. Why? Because most of our computers, mine included, can't handle it. Not even my trusty Macbook. Here's the twist (what makes our 3D art cool): ARC renders the entire stellar as a whole, not just bit by bit. That's why you get those subtle reflections on sunglasses, layers of light and shadow. All the traits interact, changing with the light source. Yes, we have to wait a bit longer. But trust me, it's double the excitement. Even if you have a rough idea of how your stellars will look, the fully rendered version will blow you away. Cheers to ARC Diamond Squad & Early Contributors Being part of the ARC Diamond Squad with early contributors is an honor. We're the ones testing concepts, giving feedback, and supporting the community. Over the past months, we've had so many talks, all pointing to one thing from the ARC team — they want to give the best to the stellars. They've really taken the community's needs to heart, especially this identity customization thing. It's a privilege to get a head start on customization. We're glad we did it with limited info so all the stellars can have more reference of the traits, "rarity" & "relatability". So every stellar out there can get the best first-stage customizations. Hats off to the Early Contributors: Collin Seow CFTe @fridgeintheopen Doc Noel.hl (theo arc) Skid @ddskiwi SatoSwee | sweenee.eth ❤️ Memecoin 🏴‍☠️🐉$MON Ben Choo 🇸🇬 fuzzcheek 0xAndy.eth CK4 ⚽️-' 🐐 Divergence 🔮 Bella 𝚙𝚊𝚙𝚎𝚛 🎒 luke Jun theoriginaldy.kongz.eth ❤️ Memecoin @YPSONO_33 Brownworkglov3 🧸 @wideeyekarI @etttrader inkshepherd.eth wassieloyer Manox @chrisngoi Lowes 🧘🏻 (d/acc) J.Peh (Jason) @Airgeek_ JT criticalz 🐉$MON @Chrislhz Newar Tanguy Girault 🇰🇷🇫🇷 CATMEATPARTY Jo | Joanne And a Big Shoutout to the ARC Team: icunucmi Gab Yang Jaclyn Lee ✦ ARC keane joey Nickoo firmanata Akari Clifford Alvinology

𝚙𝚊𝚙𝚎𝚛 🎒

15,608 views • 3 years ago

Time to rock. Devil May Cry is here 🎉 We’re thrilled to welcome Devil May Cry 4: Special Edition and Devil May Cry HD Collection to both the GOG catalog and the GOG Preservation Program, fully DRM-free and ready to be played in their best form forever 💜 The timing of this double arrival is perfect, as Devil May Cry 4: Special Edition is celebrating its 10th anniversary! 👉 It’s a joy and an honor to bring this legendary series from Capcom to GOG. Whether you are returning to the action or discovering it for the first time, we hope you create unforgettable memories with these masterpieces. But Dante isn’t arriving alone. Today, more legends join the GOG Preservation Program: – Leisure Suit Larry: Reloaded – Voyage: Journey to the Moon – Star Wars™ Rebellion – Tex Murphy: The Pandora Directive – Populous™ – Mortal Kombat 1 + 2 + 3 – Star Trek™: Judgment Rites – Magic Carpet™ 2: The Netherworlds – Castles + Castles 2 – Earthworm Jim 2 – Imperium Galactica Each of these titles is fully optimized for modern systems, DRM-free, and preserved to remain accessible for generations to come. Find all the new additions here: Thank you for being part of this journey 💜 With your support, amazing partners like Capcom, and our shared love for games, we are showing that classics do not have to be lost to time. Let’s keep making games live forever 💿 See you soon! Capcom USA Capcom Europe
3:04

Time to rock. Devil May Cry is here 🎉 We’re thrilled to welcome Devil May Cry 4: Special Edition and Devil May Cry HD Collection to both the GOG catalog and the GOG Preservation Program, fully DRM-free and ready to be played in their best form forever 💜 The timing of this double arrival is perfect, as Devil May Cry 4: Special Edition is celebrating its 10th anniversary! 👉 It’s a joy and an honor to bring this legendary series from Capcom to GOG. Whether you are returning to the action or discovering it for the first time, we hope you create unforgettable memories with these masterpieces. But Dante isn’t arriving alone. Today, more legends join the GOG Preservation Program: – Leisure Suit Larry: Reloaded – Voyage: Journey to the Moon – Star Wars™ Rebellion – Tex Murphy: The Pandora Directive – Populous™ – Mortal Kombat 1 + 2 + 3 – Star Trek™: Judgment Rites – Magic Carpet™ 2: The Netherworlds – Castles + Castles 2 – Earthworm Jim 2 – Imperium Galactica Each of these titles is fully optimized for modern systems, DRM-free, and preserved to remain accessible for generations to come. Find all the new additions here: Thank you for being part of this journey 💜 With your support, amazing partners like Capcom, and our shared love for games, we are showing that classics do not have to be lost to time. Let’s keep making games live forever 💿 See you soon! Capcom USA Capcom Europe

GOG.COM

110,842 views • 1 year ago

Are you ready for KANSTAR Lore? (Including Mint, Utility, Reveal & AMA Space Information) In the vast expanse of the third cosmic string, the planet Kanstar was invaded by a ruthless alien force, its destruction swift and merciless. Amidst the chaos, one figure stood as a beacon of hope—the Architect, keeper of ancient secrets, his lineage tied to the first great creator. His solitary quest was to uncover the Canis Amber, a natural relic holding the Primordial Cells vital for the resurrection of his race. Years of relentless pursuit, guided by the echoes of his ancestors' wisdom, led him to this sacred treasure. Within, he found eighteen cells, but only sixteen remained potent. With the formidable Quantum Codex, the Architect initiated Project HOPE, gathering the primordial cells and nurturing them within the Kanstar Capsules to resurrect 4444 canine souls in an epic tale of rebirth and cosmic wonder. Here's where the epic saga of the Kanstars begins! Full Mint Information: • Mint Date: January 3 @ 9AM EST • Mint Price: 33 $RON • Supply: 4444 (2944 presold, 1500 will be sold via Whitelists) • Where: Mavis Launchpad • Stage 1 (Private Presale): 9AM EST • Stage 2 (Whitelist Mint): 10AM EST • Stage 3 (Public Mint): 11AM EST (If you have multiple WL allocations, you can mint up to 5 NFTs on your address.) Kanstars Reveal Process: ✨ Phase 1: Genesis Kanstar Primordial Cells Mint on Mavis Launchpad Jamuary 3rd 9am EST 🔋 Phase 2: Incubation Process in Capsules Fur Rarity auto-reveal January 12th 9am EST 🎉 Phase 3: The Birth of all Kanstars & 1/1’s Full auto-reveal January 15th 9am EST Utility: Kanstar NFT holders will earn part of the profits from Kanstar businesses—streetwear, blockchain educational books, and toy royalties. They also get a unique PFP, in-game characters with Ronin Games interoperability, exclusive WLs & presales, and VIP events access. The Kanstar Team is grateful to the Sky Mavis Team for all the coordinations for us to be the first-ever Community Collection to be launched on Ronin, to our partners for your support Ronin Axie Infinity Pixels Lumiterra (mainnet arc) Wild Forest Moku✨ WOW3 - Ronin Portfolio Tracker Apeiron The Machines Arena Kaidro 🐉 Jasper CyberKongz Kongmunity, to all amazing Ronin Creators, the powerful Ronin community, our family KIND Creators, Guilds, Ronin OG Legends, Kanstar Holders and Kanstar Whales for your believe in the future of our beloved cosmic doggo. Kanstar AMA Space w/ The Kanstar Team & Founders Zio.ron | KIND 💫 lima (Tonight!) Join us tonight at 8pm EST for a very special Twitter AMA space where we’ll dive into all the details of the Kanstar Collection, featuring some major leeks, future plans and surprise guests! See you there! WOOF 🔥
0:22

Are you ready for KANSTAR Lore? (Including Mint, Utility, Reveal & AMA Space Information) In the vast expanse of the third cosmic string, the planet Kanstar was invaded by a ruthless alien force, its destruction swift and merciless. Amidst the chaos, one figure stood as a beacon of hope—the Architect, keeper of ancient secrets, his lineage tied to the first great creator. His solitary quest was to uncover the Canis Amber, a natural relic holding the Primordial Cells vital for the resurrection of his race. Years of relentless pursuit, guided by the echoes of his ancestors' wisdom, led him to this sacred treasure. Within, he found eighteen cells, but only sixteen remained potent. With the formidable Quantum Codex, the Architect initiated Project HOPE, gathering the primordial cells and nurturing them within the Kanstar Capsules to resurrect 4444 canine souls in an epic tale of rebirth and cosmic wonder. Here's where the epic saga of the Kanstars begins! Full Mint Information: • Mint Date: January 3 @ 9AM EST • Mint Price: 33 $RON • Supply: 4444 (2944 presold, 1500 will be sold via Whitelists) • Where: Mavis Launchpad • Stage 1 (Private Presale): 9AM EST • Stage 2 (Whitelist Mint): 10AM EST • Stage 3 (Public Mint): 11AM EST (If you have multiple WL allocations, you can mint up to 5 NFTs on your address.) Kanstars Reveal Process: ✨ Phase 1: Genesis Kanstar Primordial Cells Mint on Mavis Launchpad Jamuary 3rd 9am EST 🔋 Phase 2: Incubation Process in Capsules Fur Rarity auto-reveal January 12th 9am EST 🎉 Phase 3: The Birth of all Kanstars & 1/1’s Full auto-reveal January 15th 9am EST Utility: Kanstar NFT holders will earn part of the profits from Kanstar businesses—streetwear, blockchain educational books, and toy royalties. They also get a unique PFP, in-game characters with Ronin Games interoperability, exclusive WLs & presales, and VIP events access. The Kanstar Team is grateful to the Sky Mavis Team for all the coordinations for us to be the first-ever Community Collection to be launched on Ronin, to our partners for your support Ronin Axie Infinity Pixels Lumiterra (mainnet arc) Wild Forest Moku✨ WOW3 - Ronin Portfolio Tracker Apeiron The Machines Arena Kaidro 🐉 Jasper CyberKongz Kongmunity, to all amazing Ronin Creators, the powerful Ronin community, our family KIND Creators, Guilds, Ronin OG Legends, Kanstar Holders and Kanstar Whales for your believe in the future of our beloved cosmic doggo. Kanstar AMA Space w/ The Kanstar Team & Founders Zio.ron | KIND 💫 lima (Tonight!) Join us tonight at 8pm EST for a very special Twitter AMA space where we’ll dive into all the details of the Kanstar Collection, featuring some major leeks, future plans and surprise guests! See you there! WOOF 🔥

KANSTAR 💫

113,909 views • 1 year ago

Thermodynamic computing is here There is a new computing paradigm emerging from the noise, and its arrival may be as significant as the dawn of deep learning or the advent of cloud virtualization. A new company, Extropic, has just launched its first thermodynamic computer, a device they call a TSU, or Thermal Sampling Unit. While the web is already filling with deep technical dives, what’s more important for most of us is building a clear intuition for what this technology is, how it’s fundamentally different from anything that’s come before, and why it’s generating so much excitement. This isn’t just another chip; it’s a new way to think about computation itself. Seeing is Believing: Solving Puzzles in One Shot To understand what a TSU does, let’s look at two classic, notoriously difficult computer science problems: Sudoku and the Eight Queens problem. When you or I solve a Sudoku, we use a process of sequential logic, guess-and-check, and backtracking. We make an assumption, follow its logical conclusion, and if we hit a dead end, we erase and try again. A classical computer does the same, just much faster. A TSU, however, approaches this in a completely different way. Using a TSU simulator, one can “program” the problem by first clamping the known values—the clues already on the board. Then, you program in the constraints: no duplicate numbers in any row, column, or 3x3 square. With the problem thus defined, the TSU doesn’t “search” for a solution; it anneals one. In a single computational step, the solution simply emerges, backfilling all the empty squares correctly. The same principle applies to the Eight Queens problem, a challenge to place eight queens on a chessboard so that none can attack any other. This is a complex combinatorial problem with 92 distinct solutions. A classical computer would have to iteratively search for these. A TSU, by contrast, can be programmed with the constraints (the “anti-affinity” between queens on the same row, column, or diagonal) and then set to sample the “solution space.” In this context, a valid solution is one with a “problem energy” of zero. The TSU’s physical nature allows it to naturally find these zero-energy states. A simulation of this process shows the TSU discovering all 92 unique solutions, demonstrating its ability to not just find an answer, but to explore the entire landscape of all correct answers. This is a fundamentally new approach, one that bypasses the brute-force, iterative methods we’ve relied on for decades. The Physics of Computation: Using Noise, Not Fighting It This new power comes from a radical design philosophy. For the last 70 years, computing has been about one thing: order. We build chips that are deterministic, logical, and precise. The great enemy has always been noise, heat, and randomness. We spend billions on cooling and error correction to eliminate these very things. Quantum computing, in many ways, is the ultimate expression of this, requiring temperatures near absolute zero to eliminate all thermal noise and achieve quantum coherence. Thermodynamic computing is the polar opposite. It doesn’t fight the noise; it uses it. The TSU is built on the understanding that the natural, stochastic noise from “leaky” transistors—the very randomness we’ve tried to engineer out of existence—is itself a powerful computational resource. Think of it this way: a GPU, which is central to today’s AI, has to simulate noise. When a generative AI model creates a new image or sentence, it’s using complex algorithms to fake randomness. The TSU doesn’t need to fake it; it harnesses the actual physical randomness of thermodynamics. It is a piece of hardware that directly computes with probability. This makes it a hybrid, sitting somewhere between a purely analog computer (which might use light or sound waves to compute) and a digital GPU. It’s a physical device that leverages the laws of physics itself to find solutions, rather than just using logic gates to simulate them. From a Lost Hiker to a Million Bouncy Balls Perhaps the best way to build intuition is with a metaphor. Imagine that solving a complex optimization problem is like trying to find the lowest point of altitude in a 100-square-mile mountainous landscape. Classical computing, using an algorithm like gradient descent, is like being a single hiker dropped into this landscape at night. You have no map or satellite view. All you have is an altimeter and the sensation of the slope under your feet. You can only take one step at a time, always walking downhill, hoping you don’t get stuck in a small local valley when the true, lowest canyon is miles away. Thermodynamic computing is a completely different approach. It’s like having a million bouncy balls and a helicopter. You drop all million balls simultaneously across the entire 100-square-mile landscape. Then, you “turn on an earthquake,” shaking the entire system. The balls bounce and jostle, but as the shaking (the “annealing”) subsides, where do they all end up? They naturally settle into the lowest points. The balls that collect in the deepest valley represent the optimal solution. The TSU is, in essence, a physical device for dropping those million balls at once and letting the laws of thermodynamics find the lowest “energy” state for you, all at the same time. Beyond Puzzles: The Real-World Impact This is far more than just a clever way to solve brain teasers. This ability to instantly find the lowest energy state for a complex, constrained system has staggering real-world applications. One of the most immediate is protein folding. Companies like Google’s DeepMind have made incredible progress with AI like AlphaFold, which predicts protein structures. But this is still a predictive model trained on existing data. A TSU could potentially solve the folding problem directly, treating the protein as a system of atomic affinities and repulsions and finding its most stable, lowest-energy configuration almost instantaneously. This could revolutionize drug discovery and materials science. An even more profound possibility lies in nuclear fusion. One of the greatest engineering challenges in history is controlling the superheated plasma within a tokamak reactor. This requires shaping unimaginably complex magnetic containment fields in real-time to prevent the plasma from touching the reactor walls. This is a real-time optimization problem so complex it’s currently beyond our capabilities. A TSU, however, could be fast enough. Its ability to compute with electricity itself, rather than abstracting the problem through layers of software, might allow it to update the magnetic fields fast enough to stabilize the fusion reaction. One could even imagine a future where thermodynamic computing elements are built directly into the tokamak’s walls, allowing the reactor to physically and intelligently react to the plasma’s state in real time. A ‘GPT-2 Moment’ for a New Era It’s easy to become numb to hype, but what we are witnessing with the TSU feels different. This is what you might call a “GPT-2 moment.” For those who were there, GPT-2 was the first generative AI model that wasn’t just a toy; it was the first time you could play with it at home and see the spark of true generative intelligence. It was the precursor that pointed directly to the GPT-3 and ChatGPT revolution that has since changed the world. This TSU has that same feel. It’s the “SDK” for a new computing paradigm. This technology is as different from classical computing as quantum computing is, but with a critical difference: a team of 15 built this in two years, and it runs at room temperature on your desk. Quantum computing has seen decades of work and billions in funding, and it still hasn’t produced a commercially viable, scalable machine. The TSU is here now. Based on a two-decade-long career at the cutting edge of technology—from seeing the obvious future of virtualization in 2007 to an early conviction in deep learning and GPT—this has all the same hallmarks of a fundamental, world-changing shift. We are not just building faster calculators; we are learning to compute with the universe itself. Pay close attention to this. This is the next big thing.
18:01

Thermodynamic computing is here There is a new computing paradigm emerging from the noise, and its arrival may be as significant as the dawn of deep learning or the advent of cloud virtualization. A new company, Extropic, has just launched its first thermodynamic computer, a device they call a TSU, or Thermal Sampling Unit. While the web is already filling with deep technical dives, what’s more important for most of us is building a clear intuition for what this technology is, how it’s fundamentally different from anything that’s come before, and why it’s generating so much excitement. This isn’t just another chip; it’s a new way to think about computation itself. Seeing is Believing: Solving Puzzles in One Shot To understand what a TSU does, let’s look at two classic, notoriously difficult computer science problems: Sudoku and the Eight Queens problem. When you or I solve a Sudoku, we use a process of sequential logic, guess-and-check, and backtracking. We make an assumption, follow its logical conclusion, and if we hit a dead end, we erase and try again. A classical computer does the same, just much faster. A TSU, however, approaches this in a completely different way. Using a TSU simulator, one can “program” the problem by first clamping the known values—the clues already on the board. Then, you program in the constraints: no duplicate numbers in any row, column, or 3x3 square. With the problem thus defined, the TSU doesn’t “search” for a solution; it anneals one. In a single computational step, the solution simply emerges, backfilling all the empty squares correctly. The same principle applies to the Eight Queens problem, a challenge to place eight queens on a chessboard so that none can attack any other. This is a complex combinatorial problem with 92 distinct solutions. A classical computer would have to iteratively search for these. A TSU, by contrast, can be programmed with the constraints (the “anti-affinity” between queens on the same row, column, or diagonal) and then set to sample the “solution space.” In this context, a valid solution is one with a “problem energy” of zero. The TSU’s physical nature allows it to naturally find these zero-energy states. A simulation of this process shows the TSU discovering all 92 unique solutions, demonstrating its ability to not just find an answer, but to explore the entire landscape of all correct answers. This is a fundamentally new approach, one that bypasses the brute-force, iterative methods we’ve relied on for decades. The Physics of Computation: Using Noise, Not Fighting It This new power comes from a radical design philosophy. For the last 70 years, computing has been about one thing: order. We build chips that are deterministic, logical, and precise. The great enemy has always been noise, heat, and randomness. We spend billions on cooling and error correction to eliminate these very things. Quantum computing, in many ways, is the ultimate expression of this, requiring temperatures near absolute zero to eliminate all thermal noise and achieve quantum coherence. Thermodynamic computing is the polar opposite. It doesn’t fight the noise; it uses it. The TSU is built on the understanding that the natural, stochastic noise from “leaky” transistors—the very randomness we’ve tried to engineer out of existence—is itself a powerful computational resource. Think of it this way: a GPU, which is central to today’s AI, has to simulate noise. When a generative AI model creates a new image or sentence, it’s using complex algorithms to fake randomness. The TSU doesn’t need to fake it; it harnesses the actual physical randomness of thermodynamics. It is a piece of hardware that directly computes with probability. This makes it a hybrid, sitting somewhere between a purely analog computer (which might use light or sound waves to compute) and a digital GPU. It’s a physical device that leverages the laws of physics itself to find solutions, rather than just using logic gates to simulate them. From a Lost Hiker to a Million Bouncy Balls Perhaps the best way to build intuition is with a metaphor. Imagine that solving a complex optimization problem is like trying to find the lowest point of altitude in a 100-square-mile mountainous landscape. Classical computing, using an algorithm like gradient descent, is like being a single hiker dropped into this landscape at night. You have no map or satellite view. All you have is an altimeter and the sensation of the slope under your feet. You can only take one step at a time, always walking downhill, hoping you don’t get stuck in a small local valley when the true, lowest canyon is miles away. Thermodynamic computing is a completely different approach. It’s like having a million bouncy balls and a helicopter. You drop all million balls simultaneously across the entire 100-square-mile landscape. Then, you “turn on an earthquake,” shaking the entire system. The balls bounce and jostle, but as the shaking (the “annealing”) subsides, where do they all end up? They naturally settle into the lowest points. The balls that collect in the deepest valley represent the optimal solution. The TSU is, in essence, a physical device for dropping those million balls at once and letting the laws of thermodynamics find the lowest “energy” state for you, all at the same time. Beyond Puzzles: The Real-World Impact This is far more than just a clever way to solve brain teasers. This ability to instantly find the lowest energy state for a complex, constrained system has staggering real-world applications. One of the most immediate is protein folding. Companies like Google’s DeepMind have made incredible progress with AI like AlphaFold, which predicts protein structures. But this is still a predictive model trained on existing data. A TSU could potentially solve the folding problem directly, treating the protein as a system of atomic affinities and repulsions and finding its most stable, lowest-energy configuration almost instantaneously. This could revolutionize drug discovery and materials science. An even more profound possibility lies in nuclear fusion. One of the greatest engineering challenges in history is controlling the superheated plasma within a tokamak reactor. This requires shaping unimaginably complex magnetic containment fields in real-time to prevent the plasma from touching the reactor walls. This is a real-time optimization problem so complex it’s currently beyond our capabilities. A TSU, however, could be fast enough. Its ability to compute with electricity itself, rather than abstracting the problem through layers of software, might allow it to update the magnetic fields fast enough to stabilize the fusion reaction. One could even imagine a future where thermodynamic computing elements are built directly into the tokamak’s walls, allowing the reactor to physically and intelligently react to the plasma’s state in real time. A ‘GPT-2 Moment’ for a New Era It’s easy to become numb to hype, but what we are witnessing with the TSU feels different. This is what you might call a “GPT-2 moment.” For those who were there, GPT-2 was the first generative AI model that wasn’t just a toy; it was the first time you could play with it at home and see the spark of true generative intelligence. It was the precursor that pointed directly to the GPT-3 and ChatGPT revolution that has since changed the world. This TSU has that same feel. It’s the “SDK” for a new computing paradigm. This technology is as different from classical computing as quantum computing is, but with a critical difference: a team of 15 built this in two years, and it runs at room temperature on your desk. Quantum computing has seen decades of work and billions in funding, and it still hasn’t produced a commercially viable, scalable machine. The TSU is here now. Based on a two-decade-long career at the cutting edge of technology—from seeing the obvious future of virtualization in 2007 to an early conviction in deep learning and GPT—this has all the same hallmarks of a fundamental, world-changing shift. We are not just building faster calculators; we are learning to compute with the universe itself. Pay close attention to this. This is the next big thing.

David Shapiro (L/0)

83,649 views • 9 months ago

📢 AIRDROP 333 $BANMAO 🎁 ​👉​Like ❤️ + Repost 🔁 + Follow 🐱 banmao 🐱🍌 👉​Comment your XLayer wallet address 👇 ​🚀 BANMAO RPS - The FIRST GameFi & Childhood Rock-Paper-Scissors Triumphs on X Layer! ✊🖐✌️ 💬​Dear Gamers, ​We are thrilled to announce the official launch of BANMAO RPS – a GameFi version of the timeless, beloved classic, Rock-Paper-Scissors, now available on the X Layer network! 🎉 BANMAO RPS is proud to be the FIRST GameFi project on X Layer! ​🌟 What Makes BANMAO RPS SPECIAL? ​Simple & Easy to Play: 🎮 No complex learning curve, just pick Rock, Paper, or Scissors. Easy to approach, endless fun! ​Ultra-Low Cost on X Layer: 💰 Enjoy a near-free transaction experience thanks to the optimization of the X Layer network. Let's unlock the flow of X Layer together! 🌊 ​Multi-Language Support: The current website supports 7 languages. ​Eye-Catching Interface: 🎨 Modern, intuitive game design that offers a delightful visual experience. ​Completely Decentralized & Transparent: 🔗 ​Open Source Smart Contract. ​No backdoors or abusive Admin privileges. 🛡️ ​Everything is Community-Driven: Game results are determined in a decentralized manner; no one can interfere or cheat. ⚖️ ​📜 Contract Address & Verification ​Transparency is our top priority! You can verify the source code and game logic here: ​BANMAO RPS Contract: ​🤝 Join the Community & Develop Together! ​Let's put the past aside, respect differences, and look towards the future with $BANMAO. Become part of a growing community where fun and decentralization meet! 🌍✨ ​Download OKX Wallet 📲 and search for " in the dApp section. ​Or visit the website directly: 🌐 ​🙏 Big Thanks to DOREMON (ＤＯＲＥＭＯＮ)! ​We extend our sincerest gratitude to DOREMON (ＤＯＲＥＭＯＮ) for developing this amazing game. All suggestions and feedback to help make $BANMAO RPS even better, including translation contributions, can be sent to his mailbox. ✉️ ​Play now, Win big, and Discover the power of decentralized GameFi on X Layer! 🚀🏆 🔑 CA: 0x16d91d1615fc55b76d5f92365bd60c069b46ef78 💰 1$ → 10$ → 100$ → 1000$ 🚀🌕 🎶 Faith & dreams will overcome greed & fear 🎶 ✨ 信念和梦想将战胜人性中的贪婪与恐惧 ✨ 🔥 Together we rise, united as one community! 🔥 一起崛起，团结就是力量！ X Layer OKX OKXchinese OKX Wallet 中文 OKX Wallet Star_OKX 📌 #banmao #okx #xlayer #memecoin #community #btc #eth #okb #bananacat #香蕉猫 #memeking #Airdrop #GameFi
0:39

📢 AIRDROP 333 $BANMAO 🎁 ​👉​Like ❤️ + Repost 🔁 + Follow 🐱 banmao 🐱🍌 👉​Comment your XLayer wallet address 👇 ​🚀 BANMAO RPS - The FIRST GameFi & Childhood Rock-Paper-Scissors Triumphs on X Layer! ✊🖐✌️ 💬​Dear Gamers, ​We are thrilled to announce the official launch of BANMAO RPS – a GameFi version of the timeless, beloved classic, Rock-Paper-Scissors, now available on the X Layer network! 🎉 BANMAO RPS is proud to be the FIRST GameFi project on X Layer! ​🌟 What Makes BANMAO RPS SPECIAL? ​Simple & Easy to Play: 🎮 No complex learning curve, just pick Rock, Paper, or Scissors. Easy to approach, endless fun! ​Ultra-Low Cost on X Layer: 💰 Enjoy a near-free transaction experience thanks to the optimization of the X Layer network. Let's unlock the flow of X Layer together! 🌊 ​Multi-Language Support: The current website supports 7 languages. ​Eye-Catching Interface: 🎨 Modern, intuitive game design that offers a delightful visual experience. ​Completely Decentralized & Transparent: 🔗 ​Open Source Smart Contract. ​No backdoors or abusive Admin privileges. 🛡️ ​Everything is Community-Driven: Game results are determined in a decentralized manner; no one can interfere or cheat. ⚖️ ​📜 Contract Address & Verification ​Transparency is our top priority! You can verify the source code and game logic here: ​BANMAO RPS Contract: ​🤝 Join the Community & Develop Together! ​Let's put the past aside, respect differences, and look towards the future with $BANMAO. Become part of a growing community where fun and decentralization meet! 🌍✨ ​Download OKX Wallet 📲 and search for " in the dApp section. ​Or visit the website directly: 🌐 ​🙏 Big Thanks to DOREMON (ＤＯＲＥＭＯＮ)! ​We extend our sincerest gratitude to DOREMON (ＤＯＲＥＭＯＮ) for developing this amazing game. All suggestions and feedback to help make $BANMAO RPS even better, including translation contributions, can be sent to his mailbox. ✉️ ​Play now, Win big, and Discover the power of decentralized GameFi on X Layer! 🚀🏆 🔑 CA: 0x16d91d1615fc55b76d5f92365bd60c069b46ef78 💰 1$ → 10$ → 100$ → 1000$ 🚀🌕 🎶 Faith & dreams will overcome greed & fear 🎶 ✨ 信念和梦想将战胜人性中的贪婪与恐惧 ✨ 🔥 Together we rise, united as one community! 🔥 一起崛起，团结就是力量！ X Layer OKX OKXchinese OKX Wallet 中文 OKX Wallet Star_OKX 📌 #banmao #okx #xlayer #memecoin #community #btc #eth #okb #bananacat #香蕉猫 #memeking #Airdrop #GameFi

banmao 🐱🍌

22,673 views • 9 months ago

🎉💖 Xin chào Việt Nam~!! 🇻🇳 Chúng mình — Boys In Love, 6 chàng trai với 6 quả tim đang đập loạn nhịp đây!! 💓 Chỉ vài ngày nữa thôi, chúng mình sẽ được gặp các bạn rồi ✈️🥹 tại GMMTV FANDAY 26 IN VIETNAM 📍 Ngày 23 tháng 11 này, tại Nhà hát Bến Thành, TP. Hồ Chí Minh! Đây là lần đầu tiên chúng mình đến Việt Nam! 🇻🇳 Từ khi biết là sắp được gặp các bạn, chúng mình cứ cười suốt không ngừng được 😭💞 Chúng mình rất mong được nhìn thấy nụ cười, nghe tiếng reo hò vui vẻ và cảm nhận tình yêu từ các bạn ❤️‍🔥 Chúng mình đã chuẩn bị những tiết mục đặc biệt 🎤✨, những bất ngờ thú vị và những khoảnh khắc ấm áp chứa đầy nỗi nhớ và tình yêu dành cho các bạn 💫 Đảm bảo sẽ mang đến một đêm thật vui, thật hạnh phúc để cùng nhau tạo nên những ký ức đáng nhớ nhất! 🫶🏻💖 Đừng quên quyền lợi Top up Private Photo độc quyền nha~ 📸 💥 Và đặc biệt, mọi vị trí ghế ngồi đều có cơ hội được tham gia hoạt động trên sân khấu cùng chúng mình đó! 💥 Nhanh tay đặt vé ngay nhé 🎟️💨 👉🏻 Chúng mình đã sẵn sàng mang yêu thương ❤️ từ Boys In Love đến với tất cả các bạn một cách trọn vẹn nhất!! 💘🔥 Hẹn gặp nhau nhé, Việt Nam~!! 🇻🇳 Hãy sẵn sàng nhận lấy tình yêu, nỗi nhớ và nguồn năng lượng bùng nổ từ chúng mình nha~ 😍💥 ..................... 🎉💖 Hello Vietnam~!! 🇻🇳 We — Boys In Love, all 6 of us — can’t stop our hearts from racing!! 💓 It won’t be long before we finally get to meet everyone ✈️🥹 at GMMTV FANDAY 26 IN VIETNAM 📍 November 23rd at Ben Thanh Theatre, Ho Chi Minh City! This is our very first trip to Vietnam! 🇻🇳 Ever since we heard we’d get to meet you, we haven’t stopped smiling 😭💞 We can’t wait to see your smiles, hear your laughter, and feel the power of your love right there with us ❤️‍🔥 We’ve prepared special stages 🎤✨, fun surprises, and warm moments all filled with our love and the energy of missing you 💫 We promise to make it a night full of warmth, joy, and unforgettable memories together 🫶🏻💖 Don’t forget to grab your exclusive Top up Private Photo privileges~ 📸 💥 And remember — every seat has a chance to join us on stage too! 💥 Go get your tickets now 🎟️💨 👉🏻 We’re more than ready to send all our love ❤️ from Boys In Love straight to your hearts — to the MAX!! 💘🔥 See you very soon, Vietnam~!! 🇻🇳 Get ready for all our love, affection, and crazy energy!! 😍💥 #GMMTVFANDAY26 #BoysInLoveSeriesxVIETNAM #GMMTV lukepeemsan mickmetas พี่คิม (โชกุน) 📚P’KIM 6/1 น้องม่อน (แอสตัน) 📚 N’Mon 6/4 Ken_Lim น้องต้าร์ (พอล) 📚N’tar 6/1
1:15

🎉💖 Xin chào Việt Nam~!! 🇻🇳 Chúng mình — Boys In Love, 6 chàng trai với 6 quả tim đang đập loạn nhịp đây!! 💓 Chỉ vài ngày nữa thôi, chúng mình sẽ được gặp các bạn rồi ✈️🥹 tại GMMTV FANDAY 26 IN VIETNAM 📍 Ngày 23 tháng 11 này, tại Nhà hát Bến Thành, TP. Hồ Chí Minh! Đây là lần đầu tiên chúng mình đến Việt Nam! 🇻🇳 Từ khi biết là sắp được gặp các bạn, chúng mình cứ cười suốt không ngừng được 😭💞 Chúng mình rất mong được nhìn thấy nụ cười, nghe tiếng reo hò vui vẻ và cảm nhận tình yêu từ các bạn ❤️‍🔥 Chúng mình đã chuẩn bị những tiết mục đặc biệt 🎤✨, những bất ngờ thú vị và những khoảnh khắc ấm áp chứa đầy nỗi nhớ và tình yêu dành cho các bạn 💫 Đảm bảo sẽ mang đến một đêm thật vui, thật hạnh phúc để cùng nhau tạo nên những ký ức đáng nhớ nhất! 🫶🏻💖 Đừng quên quyền lợi Top up Private Photo độc quyền nha~ 📸 💥 Và đặc biệt, mọi vị trí ghế ngồi đều có cơ hội được tham gia hoạt động trên sân khấu cùng chúng mình đó! 💥 Nhanh tay đặt vé ngay nhé 🎟️💨 👉🏻 Chúng mình đã sẵn sàng mang yêu thương ❤️ từ Boys In Love đến với tất cả các bạn một cách trọn vẹn nhất!! 💘🔥 Hẹn gặp nhau nhé, Việt Nam~!! 🇻🇳 Hãy sẵn sàng nhận lấy tình yêu, nỗi nhớ và nguồn năng lượng bùng nổ từ chúng mình nha~ 😍💥 ..................... 🎉💖 Hello Vietnam~!! 🇻🇳 We — Boys In Love, all 6 of us — can’t stop our hearts from racing!! 💓 It won’t be long before we finally get to meet everyone ✈️🥹 at GMMTV FANDAY 26 IN VIETNAM 📍 November 23rd at Ben Thanh Theatre, Ho Chi Minh City! This is our very first trip to Vietnam! 🇻🇳 Ever since we heard we’d get to meet you, we haven’t stopped smiling 😭💞 We can’t wait to see your smiles, hear your laughter, and feel the power of your love right there with us ❤️‍🔥 We’ve prepared special stages 🎤✨, fun surprises, and warm moments all filled with our love and the energy of missing you 💫 We promise to make it a night full of warmth, joy, and unforgettable memories together 🫶🏻💖 Don’t forget to grab your exclusive Top up Private Photo privileges~ 📸 💥 And remember — every seat has a chance to join us on stage too! 💥 Go get your tickets now 🎟️💨 👉🏻 We’re more than ready to send all our love ❤️ from Boys In Love straight to your hearts — to the MAX!! 💘🔥 See you very soon, Vietnam~!! 🇻🇳 Get ready for all our love, affection, and crazy energy!! 😍💥 #GMMTVFANDAY26 #BoysInLoveSeriesxVIETNAM #GMMTV lukepeemsan mickmetas พี่คิม (โชกุน) 📚P’KIM 6/1 น้องม่อน (แอสตัน) 📚 N’Mon 6/4 Ken_Lim น้องต้าร์ (พอล) 📚N’tar 6/1

GMMTV

51,527 views • 9 months ago

Dr. Fan video translation: First of all, I would like to congratulate more than 16 million Pioneers around the world for transitioning to the open network. This is the result of our joint efforts over the past six years. We should celebrate this historic moment in the development of the network. Looking back at the development of Pi now, it has always been a unique project. Some people will feel that it is different, and yes, it is. Pi is a non-conformist. Many innovations come from non-conformists who challenge conventions, conventions, and established practices. In the case of Pi, in the early days of cryptocurrency development, many projects raised funds through initial coin offerings (ICOs), but Pi never did so. Pi never sold tokens through ICOs and ensured that everyone could get them for free. 80% of Pi tokens belong to the public and the community. When a cryptocurrency project can go online with just a white paper, a smart contract, or even just an emoji today, the Pi community spent six years building its infrastructure, ecosystem, and ensuring that it has usable practical functions. Before opening, most of its addresses were unverified for most blockchains. Pi chooses to verify the identities of millions of users through identity verification (KYC) and business identity verification (KYB) to ensure that the identities of individuals and businesses on the mainnet are authentic and reliable. Because Pi firmly believes that true decentralization is not inconsistent with authenticity and legitimacy. Some cryptocurrency critics worry that Pi's users are too mainstream. Is this a problem? We think not. This is precisely the biggest advantage that the Pi network has been working hard to build and build over the past six years. Ordinary people like Pioneers are the driving force behind Pi's development because Pi aims to solve the problems of large-scale applications and real-world practicality. Pi welcomes both cryptocurrency enthusiasts and mainstream people. History has shown that only by meeting the real needs of the mainstream population can technology develop for a long time. With this development trend, the cryptocurrency industry as a whole will also benefit from the participation of a large number of mainstream audiences to jointly create the real utility of blockchain technology. What does it mean to open the network today? This means that the firewall of the Pi blockchain has been removed and connected to the outside world. This makes it easier for merchants to sell goods and services in the local market; developers can further develop applications and improve business model logic; creators can gain greater influence; and ordinary Pioneers can also connect and trade with each other. For new developers, welcome to this widely distributed crypto network. If you already have a business model, come to the Pi network to test and sell your products. For developers who don't have a business model but have an excellent application experience, the Pi application network has prepared a business model for you. The platform will bring you traffic and make you profitable. At the same time, it creates the use value of Pi for all pioneers, which is very beneficial to the Pi network as a whole. So, Pioneers, in the end, don't let external noise distract you. Focus on key matters, focus on things that can have an impact in the crypto field and even the world. Keep working hard, keep creating, and everything else will fall into place. MY MESSAGE Please listen carefully to this video so that you understand, the value is determined by the existing ecosystem, the current ecosystem is GCV $314,159 What small traders do under the auspices of the ambassadors 🥰 Eagle woman 🦅 Nonny Padja NTT 🇮🇩 Believe it or not, it's up to you, the point is we've won with a GCV barter value of $314,159 If you want to succeed Barter with Pioneer and small merchants with GCV value of $314,159❤️
4:38

Dr. Fan video translation: First of all, I would like to congratulate more than 16 million Pioneers around the world for transitioning to the open network. This is the result of our joint efforts over the past six years. We should celebrate this historic moment in the development of the network. Looking back at the development of Pi now, it has always been a unique project. Some people will feel that it is different, and yes, it is. Pi is a non-conformist. Many innovations come from non-conformists who challenge conventions, conventions, and established practices. In the case of Pi, in the early days of cryptocurrency development, many projects raised funds through initial coin offerings (ICOs), but Pi never did so. Pi never sold tokens through ICOs and ensured that everyone could get them for free. 80% of Pi tokens belong to the public and the community. When a cryptocurrency project can go online with just a white paper, a smart contract, or even just an emoji today, the Pi community spent six years building its infrastructure, ecosystem, and ensuring that it has usable practical functions. Before opening, most of its addresses were unverified for most blockchains. Pi chooses to verify the identities of millions of users through identity verification (KYC) and business identity verification (KYB) to ensure that the identities of individuals and businesses on the mainnet are authentic and reliable. Because Pi firmly believes that true decentralization is not inconsistent with authenticity and legitimacy. Some cryptocurrency critics worry that Pi's users are too mainstream. Is this a problem? We think not. This is precisely the biggest advantage that the Pi network has been working hard to build and build over the past six years. Ordinary people like Pioneers are the driving force behind Pi's development because Pi aims to solve the problems of large-scale applications and real-world practicality. Pi welcomes both cryptocurrency enthusiasts and mainstream people. History has shown that only by meeting the real needs of the mainstream population can technology develop for a long time. With this development trend, the cryptocurrency industry as a whole will also benefit from the participation of a large number of mainstream audiences to jointly create the real utility of blockchain technology. What does it mean to open the network today? This means that the firewall of the Pi blockchain has been removed and connected to the outside world. This makes it easier for merchants to sell goods and services in the local market; developers can further develop applications and improve business model logic; creators can gain greater influence; and ordinary Pioneers can also connect and trade with each other. For new developers, welcome to this widely distributed crypto network. If you already have a business model, come to the Pi network to test and sell your products. For developers who don't have a business model but have an excellent application experience, the Pi application network has prepared a business model for you. The platform will bring you traffic and make you profitable. At the same time, it creates the use value of Pi for all pioneers, which is very beneficial to the Pi network as a whole. So, Pioneers, in the end, don't let external noise distract you. Focus on key matters, focus on things that can have an impact in the crypto field and even the world. Keep working hard, keep creating, and everything else will fall into place. MY MESSAGE Please listen carefully to this video so that you understand, the value is determined by the existing ecosystem, the current ecosystem is GCV $314,159 What small traders do under the auspices of the ambassadors 🥰 Eagle woman 🦅 Nonny Padja NTT 🇮🇩 Believe it or not, it's up to you, the point is we've won with a GCV barter value of $314,159 If you want to succeed Barter with Pioneer and small merchants with GCV value of $314,159❤️

NONNY PADJA NTT ❤ Eagle woman 🦅

45,669 views • 1 year ago

I Cracked Polymarket Using Claude Opus 4.6: The 96,000 Dollar Script For 5 Minute High Leverage Windows most traders are currently sitting at their desks fighting a losing battle against a digital wall because they do not realize the house always wins against human emotion. while the crowd is busy chasing the next meme coin or getting washed out in a single wick an automated agent just pulled nearly a hundred thousand dollars out of thin air using nothing but raw logic. i have seen people blow their life savings in these five minute windows because they treated a high leverage prediction market like a playground instead of a laboratory i am moon dev and i believe that code is the great equalizer because through losing money with liquidations and over trading i knew i had to automate my trading. in the past i spent hundreds of thousands on devs for apps thinking i would not be able to code myself which was a massive waste of my time and resources. with bots you must iterate to success so i decided to learn live on youtube and now we are here with fully automated systems trading for me instead of getting liquidated by the market the five minute markets on polymarket are essentially a high speed game of musical chairs where the person left standing is usually the one with the fastest script. leverage makes these markets extremely dangerous because it amplifies every mistake you make until your account is completely empty. the only way to survive this environment is to stop trading based on a gut feeling and start trading based on a stress tested mathematical edge the real breakthrough happened when i started using claude opus four point six to write the execution code for these specific five minute windows. having an ai agent that can analyze microstructure data means you can find trends that are completely invisible to the naked eye. it is essentially like having a team of twenty engineers working for you around the clock without the communication lag or the massive overhead costs some of our back tests show a sixty four percent win rate which sounds like a dream to anyone who has ever spent a night staring at a red screen. however the return on these tests varies wildly based on a few specific changes to the strategy parameters and histogram filters. i found that a return of forty one thousand dollars can jump to nearly double that just by adjusting how the bot handles the macd histogram threshold the trap that most people fall into is thinking that a good back test is a license to print money immediately without any further validation. this is a dangerous lie that leads to huge losses because the market in the past is not a perfect mirror of what is going to happen today. that is why i never launch a bot with full size until it has survived the incubation phase where it trades with ten dollars at a time incubation is the ultimate reality check for any trading strategy regardless of how good the numbers look on a computer screen. it is nerve wracking to watch a bot enter its first real trade even if the size is small because that is the moment theory meets reality. most of the bots that pass a back test will fail during the first forty eight hours of incubation and that is exactly why this step is non negotiable the data i use to build these systems covers over two hundred weeks of historical one minute candles to ensure the results are robust and not just luck. we are currently moving toward a machine learning approach where the system can adapt to changing market conditions without me having to intervene. this means the bot will eventually be able to recognize when a high leverage window is too risky and simply wait for a better entry the strategy itself relies heavily on macd variations which is a well known indicator but it is used here with a very specific and proprietary twist. by filtering for trades that hit a specific threshold we can ignore the random price noise that usually liquidates manual traders. we look for an edge of at least six percent which is enough to cover all platform fees and still leave a significant profit on the table i used to think that being a successful trader meant being a genius who could predict the future with a magical crystal ball. the truth is far more boring because success is just about researching an idea and testing it until the data proves it works in the past. then you just let the bot do the work while you go live your life instead of being a slave to the candle sticks and charts this world is changing fast and the people who learn to leverage ai to automate their thinking are going to be the ones who win the next decade. i am not asking you to trust a back test or a screenshot from a website because i want you to trust the process of testing it yourself. code allows you to take your life back from the screens and finally stop the cycle of over trading and emotional liquidations the difference between the traders who make it and the people who blow up is simply the willingness to iterate on their ideas daily. you might fail on your first ten bots but the eleventh one might be the script that changes your entire financial trajectory forever. it is about staying in the game long enough for the math to finally work in your favor and removing the human heart from the execution every day i am back testing and researching new ideas to see if they can survive the stress of real market data. i launch these live bots and let them run for seventy two hours to see if they can handle the pressure of the current market trend. while everyone else is coping and complaining about market volatility we are just adjusting our parameters and letting the ai find the next profitable window vibe coding with claude opus four point six has changed the speed at which i can deploy a new strategy from weeks down to just a few minutes. you can give the ai a general strategy idea and it builds the entire trading infrastructure for you while you focus on the logic. this speed is the ultimate advantage in a market that moves as fast as a five minute prediction window on the blockchain the future of trading is not found in a chat room or a paid signal group but in the code you write and the data you process. i believe that everyone has the ability to become an automated trader if they are willing to put in the work to learn the scripts. it is the only way to escape the trap of the nine to five and the anxiety of manual hand trading in a manipulated market i want you to understand that the ninety six thousand dollar returns i see are the result of hundreds of failed tests that never saw the light of day. you have to be willing to look at a failing bot and kill it without emotion so you can move on to the next research project. that is the quantitative mindset that separates the winners from the people who are just gambling with their savings if you are ready to stop being the liquidity for the big players then it is time to start building your own automated army of bots. for the cost of a few cups of coffee you can get access to the road map and the scripts that are driving these results. i am here every day showing you the process because i want to see more people use code to find their financial freedom and beat the house at its own game
11:04

I Cracked Polymarket Using Claude Opus 4.6: The 96,000 Dollar Script For 5 Minute High Leverage Windows most traders are currently sitting at their desks fighting a losing battle against a digital wall because they do not realize the house always wins against human emotion. while the crowd is busy chasing the next meme coin or getting washed out in a single wick an automated agent just pulled nearly a hundred thousand dollars out of thin air using nothing but raw logic. i have seen people blow their life savings in these five minute windows because they treated a high leverage prediction market like a playground instead of a laboratory i am moon dev and i believe that code is the great equalizer because through losing money with liquidations and over trading i knew i had to automate my trading. in the past i spent hundreds of thousands on devs for apps thinking i would not be able to code myself which was a massive waste of my time and resources. with bots you must iterate to success so i decided to learn live on youtube and now we are here with fully automated systems trading for me instead of getting liquidated by the market the five minute markets on polymarket are essentially a high speed game of musical chairs where the person left standing is usually the one with the fastest script. leverage makes these markets extremely dangerous because it amplifies every mistake you make until your account is completely empty. the only way to survive this environment is to stop trading based on a gut feeling and start trading based on a stress tested mathematical edge the real breakthrough happened when i started using claude opus four point six to write the execution code for these specific five minute windows. having an ai agent that can analyze microstructure data means you can find trends that are completely invisible to the naked eye. it is essentially like having a team of twenty engineers working for you around the clock without the communication lag or the massive overhead costs some of our back tests show a sixty four percent win rate which sounds like a dream to anyone who has ever spent a night staring at a red screen. however the return on these tests varies wildly based on a few specific changes to the strategy parameters and histogram filters. i found that a return of forty one thousand dollars can jump to nearly double that just by adjusting how the bot handles the macd histogram threshold the trap that most people fall into is thinking that a good back test is a license to print money immediately without any further validation. this is a dangerous lie that leads to huge losses because the market in the past is not a perfect mirror of what is going to happen today. that is why i never launch a bot with full size until it has survived the incubation phase where it trades with ten dollars at a time incubation is the ultimate reality check for any trading strategy regardless of how good the numbers look on a computer screen. it is nerve wracking to watch a bot enter its first real trade even if the size is small because that is the moment theory meets reality. most of the bots that pass a back test will fail during the first forty eight hours of incubation and that is exactly why this step is non negotiable the data i use to build these systems covers over two hundred weeks of historical one minute candles to ensure the results are robust and not just luck. we are currently moving toward a machine learning approach where the system can adapt to changing market conditions without me having to intervene. this means the bot will eventually be able to recognize when a high leverage window is too risky and simply wait for a better entry the strategy itself relies heavily on macd variations which is a well known indicator but it is used here with a very specific and proprietary twist. by filtering for trades that hit a specific threshold we can ignore the random price noise that usually liquidates manual traders. we look for an edge of at least six percent which is enough to cover all platform fees and still leave a significant profit on the table i used to think that being a successful trader meant being a genius who could predict the future with a magical crystal ball. the truth is far more boring because success is just about researching an idea and testing it until the data proves it works in the past. then you just let the bot do the work while you go live your life instead of being a slave to the candle sticks and charts this world is changing fast and the people who learn to leverage ai to automate their thinking are going to be the ones who win the next decade. i am not asking you to trust a back test or a screenshot from a website because i want you to trust the process of testing it yourself. code allows you to take your life back from the screens and finally stop the cycle of over trading and emotional liquidations the difference between the traders who make it and the people who blow up is simply the willingness to iterate on their ideas daily. you might fail on your first ten bots but the eleventh one might be the script that changes your entire financial trajectory forever. it is about staying in the game long enough for the math to finally work in your favor and removing the human heart from the execution every day i am back testing and researching new ideas to see if they can survive the stress of real market data. i launch these live bots and let them run for seventy two hours to see if they can handle the pressure of the current market trend. while everyone else is coping and complaining about market volatility we are just adjusting our parameters and letting the ai find the next profitable window vibe coding with claude opus four point six has changed the speed at which i can deploy a new strategy from weeks down to just a few minutes. you can give the ai a general strategy idea and it builds the entire trading infrastructure for you while you focus on the logic. this speed is the ultimate advantage in a market that moves as fast as a five minute prediction window on the blockchain the future of trading is not found in a chat room or a paid signal group but in the code you write and the data you process. i believe that everyone has the ability to become an automated trader if they are willing to put in the work to learn the scripts. it is the only way to escape the trap of the nine to five and the anxiety of manual hand trading in a manipulated market i want you to understand that the ninety six thousand dollar returns i see are the result of hundreds of failed tests that never saw the light of day. you have to be willing to look at a failing bot and kill it without emotion so you can move on to the next research project. that is the quantitative mindset that separates the winners from the people who are just gambling with their savings if you are ready to stop being the liquidity for the big players then it is time to start building your own automated army of bots. for the cost of a few cups of coffee you can get access to the road map and the scripts that are driving these results. i am here every day showing you the process because i want to see more people use code to find their financial freedom and beat the house at its own game

Moon Dev

10,921 views • 4 months ago

In a newly released technical update, SpaceX's leadership team, which includes communications manager Dan Huot, Director of Satellite Engineering Ian Dahl, and CEO Elon Musk, detailed a highly ambitious infrastructure roadmap to design, manufacture, and operate specialized artificial intelligence computing satellites at scale. Positioned as a major strategic pillar to dramatically elevate civilizational energy and processing capacity on the Kardashev scale, this strategy moves past traditional communications architectures into massive orbital server arrays. Here is the complete breakdown of the core technologies and timelines driving this space-based intelligence revolution: 🛰️ AI1 satellite power and compute capacity Ian Dahl and Elon Musk introduced the baseline performance targets for the first-generation AI1 satellite, explaining how its custom hardware is engineered to operate like an orbital data center server rack. Ian Dahl noted that their direct operational experience with xAI guided them to target a 150-kilowatt peak power capacity. To manage active machine learning workloads continuously, Elon Musk explained that the satellite is optimized to maintain a sustained average compute power envelope of 120 kilowatts, which directly mirrors the real-world performance of a terrestrial NVIDIA server rack. The official presentation slides outline several key operational metrics for this payload configuration: ⚡ The custom architecture delivers a 150 kW peak compute payload. 🔋 The system maintains a 120 kW sustained average compute payload under active workloads. ⚖️ The hardware achieves a highly optimized power-to-weight density of 70 kW per ton. 🔄 The layout features a completely interchangeable compute provider design. "We thought that the right place to start is around the 150 kilowatt peak power level. But as we look at the workloads with our experience with xAI, we see that we can support about 120 kilowatts of average compute. The 150 kilowatt peak power level roughly matches what, say, an NVIDIA GV300 rack would do. A more reasonable operating envelope would be around 120 kilowatts average power, but it can peak up to 150. So it is basically thinking about it as a rack of compute in space." --- 📐 AI1 satellite dimensions and thermal efficiency specs Elon Musk detailed the physical layout of the AI1 satellite, highlighting the massive dimensions required to accommodate its immense power and cooling hardware. He shared specific design criteria, explaining that the engineering relies on a custom 150 kW solar array paired with a high-capacity deployable liquid radiator thermal management system. The technical specifications of this vehicle layout include: 📏 The structural frame features a massive 70-meter wingspan. ↕️ The vehicle spans a total deployed height of 20 meters. ☀️ The onboard solar array delivers an efficiency of 250 W/m² using technology manufactured in Bastrop, Texas. 🌡️ The thermal system utilizes a 110 m² deployable liquid radiator to cleanly dump waste heat. 🔄 The cooling architecture incorporates redundant pumping loops for mission safety. 🛡️ The exterior contains integrated micrometeoroid shielding to protect the fluid lines. 🧭 The double-sided radiators achieve a dissipation rate of 1400 watts per square meter while remaining oriented knife-edge to the sun. "The assumptions here are 250 watts per square meter for the solar array and about 1400 watts per square meter for the radiators. The radiators are double-sided, radiating on both sides, and they're oriented knife-edge to the sun. They have about a 70-meter wingspan, so these are fairly large." --- 🧩 Simplified design architecture built on Starlink V3 tech Elon Musk explained that despite the satellite's imposing size, its internal architecture is fundamentally much simpler than a standard Starlink satellite. Because it lacks heavy phased array and parabolic communications antennas, the entire vehicle layout is completely streamlined around a few essential structural modules: 🎛️ The hardware framework is arranged around a centralized compute module. ☀️ Large deployable solar arrays extend outward to capture orbital energy. 🌡️ A deployable liquid-radiator thermal management system controls active operational temperatures. 🔄 The engineering team heavily leverages the component evolution and manufacturing experience gained from developing the Starlink V3 vehicle platform. "The AI satellite is actually much simpler than a Starlink satellite. A Starlink satellite has gigantic phased array antennas, parabolic antennas, and a lot of laser links, making it much more complicated. An AI satellite is essentially a lot of solar cells, a radiator, and you still need some laser links, but you don't have all of the super complex antennas that you have on a Starlink satellite. A lot of this is technology we've already made for the Starlink V3 satellites." --- 🔌 Interchangeable compute reference designs and high connectivity Elon Musk outlined a modular hardware approach for the satellite's payload, allowing it to house a variety of industry-standard processing units depending on client requirements. This interchangeable compute rack is supported by a high-bandwidth connectivity loop that links separate orbital units together or transmits data directly back to Earth. The core network parameters include: 🧠 Reference designs are fully established to seamlessly accommodate NVIDIA Reuben chips. 💾 The system architecture is built to support alternative setups using NVIDIA GB300 chips. 💻 Custom hardware layouts are explicitly designed to integrate Google TPUs. 🌐 The onboard communications setup delivers roughly 1 terabit of laser link connectivity. ⏱️ The network closes the communication loop directly with the main Starlink constellation at an ultra-low latency of only 3 milliseconds. "Our current reference design is for NVIDIA Reuben chips, or it could be either GB300 or Reuben chips. We'll also have a reference design for TPUs. Essentially, you can put up any existing chips into orbit. There would also be probably something on the order of a terabit of laser link connectivity from the satellite. Then you can connect these racks of compute to each other by the laser links or directly to the Starlink constellations. Light travels 300 kilometers per millisecond, so that's about three milliseconds away." --- 🏭 The "gigasat" AI satellite and solar production hub in Bastrop, Texas Dan Huot highlighted that the primary production hub for this entire hardware ecosystem is anchored at their sprawling complex in Bastrop, Texas, officially designated as the Gigasat factory. Elon Musk verified that construction is already actively underway on the solar manufacturing facility to feed the project's supply line, with plans moving forward to construct the adjacent AI satellite assembly lines. The physical footprint and timeline of this manufacturing hub are defined by the following benchmarks: 🗺️ The company has over 1,000 acres of land currently owned or under contract for the site. 🏢 The manufacturing complex boasts a massive structural building potential exceeding 11 million square feet. ⚙️ The facility will vertically integrate production to manufacture solar ingots, wafers, solar cells, and completed AI satellites. 📅 Both the solar and AI satellite production lines are targeted to be operational at a viable volume by the end of next year. "We're going to be building a lot of satellites and we're going to be building them here in Bastrop. We already have the solar manufacturing facility under construction, and then we will be building out the AI sat production building soon. We expect to have the AI sat production, the solar production, and all of that operating at some reasonable volume by the end of next year." --- 🏢 The 100-million-square-foot "terafab" chip factory Elon Musk revealed a massive, long-term scaling strategy to build an immense chip manufacturing facility dubbed the "terafab" to completely bypass global semiconductor volume constraints. This manufacturing infrastructure is designed to transition the company into next-generation industrial scaling by producing highly specialized computing components at an unprecedented volume. The scale of this infrastructure project is defined by several extraordinary engineering and production benchmarks: 🏭 The colossal factory is projected to span approximately 100 million square feet, making it ten times larger than the current Tesla Gigafactory Texas. ⚡ The facility is structurally engineered to achieve a massive manufacturing output of 1 terawatt per year once fully operational. 📦 This unprecedented physical footprint provides the capacity required to manufacture 1 billion full-reticle equivalent chips annually. 🔌 Each individual chip manufactured by the facility is designed to run at a power capacity of 1 kilowatt. 🇺🇸 The total scaled output of the facility represents an energy footprint that is exactly double the current annual electricity consumption of the entire United States. "In order to get to the next order of magnitude, you need a gigantic chip factory. To give you a sense of scale here, we expect that the terafab is going to be around 100 million square feet, which is 10 times the size of the Tesla Gigafactory Texas. From a logic die standpoint, that's like having a billion chips per year with a kilowatt per reticle, scaling to a terawatt per year. That is twice the current electricity consumption of the United States." --- 📶 Next-generation high-volume Starlink terminals Dan Huot and Elon Musk introduced their next-generation Starlink user terminals, which have been redesigned specifically to achieve massive manufacturing throughput. Elon Musk pointed out that these newer models will be produced in vastly higher volumes than current hardware designs to fulfill their long-term global deployment targets: 📈 The upgraded user hardware is manufactured at a much higher volume capacity than existing units. 🌍 The company's ultimate target is to successfully deploy a few hundred million of these next-generation terminals worldwide. "In fact, these are the new Starlink terminals, which we made in much higher volume than the current terminals. Ultimately, we think there's probably going to be a few hundred million Starlink terminals out there." --- 📈 Aspirational timeline for orbital AI compute scaling Elon Musk laid out an ambitious, multi-year execution timeline detailing how the company plans to progressively scale space-based processing power. The roadmap targets an initial run-rate by the end of next year and sets an aggressive pace to increase total operational capacity sequentially through a structured, multi-phase timeline: 1️⃣ The initial target aims to hit an annualized run-rate of 1 gigawatt of space AI compute by the end of next year. 2️⃣ The capacity scales to an annualized rate of 10 gigawatts within the next two and a half years. 3️⃣ The operational envelope expands to reach 100 gigawatts in three and a half years. 4️⃣ The long-term deployment plan scales directly to a full terawatt capacity per year using the output of the terafab. "The goal is to get to roughly an annualized rate of a gigawatt per year by the end of next year in terms of space AI compute. Then aspirationally, we want to scale that by an order of magnitude per year. In two and a half years, hitting an annualized rate of 10 gigawatts a year in space, and in three and a half years, maybe a hundred gigawatts, going beyond that with the terafab to scale to a terawatt per year." --- 🌕 Ultimate scaling via lunar production and mass drivers Elon Musk explained that scaling three orders of magnitude past a single terawatt forces a transition completely off-planet to avoid the logistical penalty of Earth's deep gravity well. The vision relies on establishing manufacturing infrastructure directly on the moon to leverage localized resource loops and zero-atmosphere physics: 🌙 The company plans to establish localized raw production lines on the moon to fabricate solar panels, photovoltaics, and radiators from lunar materials. ⚡ Manufacturing components locally avoids the massive fuel and mass penalties of transporting heavy structural materials from Earth. 🧲 Because the moon has no atmosphere and only one-sixth of Earth's gravity, the facility will utilize an electromagnetic mass driver to launch completed satellites. 🚀 Operating essentially as a linear electric motor rail gun, this mechanism will shoot fully assembled AI satellites straight into deep space without relying on chemical rockets. "The only way that we can really see that you can achieve that is on the moon with a mass driver, essentially where you do local production of photovoltaics, solar panels, and radiators on the moon. Because the moon has no atmosphere and only one-sixth Earth's gravity, you can accelerate the AI satellites into deep space without a rocket. You can basically shoot them into space using an electromagnetic gun, like a rail gun type—it's basically a linear electric motor."
31:16

In a newly released technical update, SpaceX's leadership team, which includes communications manager Dan Huot, Director of Satellite Engineering Ian Dahl, and CEO Elon Musk, detailed a highly ambitious infrastructure roadmap to design, manufacture, and operate specialized artificial intelligence computing satellites at scale. Positioned as a major strategic pillar to dramatically elevate civilizational energy and processing capacity on the Kardashev scale, this strategy moves past traditional communications architectures into massive orbital server arrays. Here is the complete breakdown of the core technologies and timelines driving this space-based intelligence revolution: 🛰️ AI1 satellite power and compute capacity Ian Dahl and Elon Musk introduced the baseline performance targets for the first-generation AI1 satellite, explaining how its custom hardware is engineered to operate like an orbital data center server rack. Ian Dahl noted that their direct operational experience with xAI guided them to target a 150-kilowatt peak power capacity. To manage active machine learning workloads continuously, Elon Musk explained that the satellite is optimized to maintain a sustained average compute power envelope of 120 kilowatts, which directly mirrors the real-world performance of a terrestrial NVIDIA server rack. The official presentation slides outline several key operational metrics for this payload configuration: ⚡ The custom architecture delivers a 150 kW peak compute payload. 🔋 The system maintains a 120 kW sustained average compute payload under active workloads. ⚖️ The hardware achieves a highly optimized power-to-weight density of 70 kW per ton. 🔄 The layout features a completely interchangeable compute provider design. "We thought that the right place to start is around the 150 kilowatt peak power level. But as we look at the workloads with our experience with xAI, we see that we can support about 120 kilowatts of average compute. The 150 kilowatt peak power level roughly matches what, say, an NVIDIA GV300 rack would do. A more reasonable operating envelope would be around 120 kilowatts average power, but it can peak up to 150. So it is basically thinking about it as a rack of compute in space." --- 📐 AI1 satellite dimensions and thermal efficiency specs Elon Musk detailed the physical layout of the AI1 satellite, highlighting the massive dimensions required to accommodate its immense power and cooling hardware. He shared specific design criteria, explaining that the engineering relies on a custom 150 kW solar array paired with a high-capacity deployable liquid radiator thermal management system. The technical specifications of this vehicle layout include: 📏 The structural frame features a massive 70-meter wingspan. ↕️ The vehicle spans a total deployed height of 20 meters. ☀️ The onboard solar array delivers an efficiency of 250 W/m² using technology manufactured in Bastrop, Texas. 🌡️ The thermal system utilizes a 110 m² deployable liquid radiator to cleanly dump waste heat. 🔄 The cooling architecture incorporates redundant pumping loops for mission safety. 🛡️ The exterior contains integrated micrometeoroid shielding to protect the fluid lines. 🧭 The double-sided radiators achieve a dissipation rate of 1400 watts per square meter while remaining oriented knife-edge to the sun. "The assumptions here are 250 watts per square meter for the solar array and about 1400 watts per square meter for the radiators. The radiators are double-sided, radiating on both sides, and they're oriented knife-edge to the sun. They have about a 70-meter wingspan, so these are fairly large." --- 🧩 Simplified design architecture built on Starlink V3 tech Elon Musk explained that despite the satellite's imposing size, its internal architecture is fundamentally much simpler than a standard Starlink satellite. Because it lacks heavy phased array and parabolic communications antennas, the entire vehicle layout is completely streamlined around a few essential structural modules: 🎛️ The hardware framework is arranged around a centralized compute module. ☀️ Large deployable solar arrays extend outward to capture orbital energy. 🌡️ A deployable liquid-radiator thermal management system controls active operational temperatures. 🔄 The engineering team heavily leverages the component evolution and manufacturing experience gained from developing the Starlink V3 vehicle platform. "The AI satellite is actually much simpler than a Starlink satellite. A Starlink satellite has gigantic phased array antennas, parabolic antennas, and a lot of laser links, making it much more complicated. An AI satellite is essentially a lot of solar cells, a radiator, and you still need some laser links, but you don't have all of the super complex antennas that you have on a Starlink satellite. A lot of this is technology we've already made for the Starlink V3 satellites." --- 🔌 Interchangeable compute reference designs and high connectivity Elon Musk outlined a modular hardware approach for the satellite's payload, allowing it to house a variety of industry-standard processing units depending on client requirements. This interchangeable compute rack is supported by a high-bandwidth connectivity loop that links separate orbital units together or transmits data directly back to Earth. The core network parameters include: 🧠 Reference designs are fully established to seamlessly accommodate NVIDIA Reuben chips. 💾 The system architecture is built to support alternative setups using NVIDIA GB300 chips. 💻 Custom hardware layouts are explicitly designed to integrate Google TPUs. 🌐 The onboard communications setup delivers roughly 1 terabit of laser link connectivity. ⏱️ The network closes the communication loop directly with the main Starlink constellation at an ultra-low latency of only 3 milliseconds. "Our current reference design is for NVIDIA Reuben chips, or it could be either GB300 or Reuben chips. We'll also have a reference design for TPUs. Essentially, you can put up any existing chips into orbit. There would also be probably something on the order of a terabit of laser link connectivity from the satellite. Then you can connect these racks of compute to each other by the laser links or directly to the Starlink constellations. Light travels 300 kilometers per millisecond, so that's about three milliseconds away." --- 🏭 The "gigasat" AI satellite and solar production hub in Bastrop, Texas Dan Huot highlighted that the primary production hub for this entire hardware ecosystem is anchored at their sprawling complex in Bastrop, Texas, officially designated as the Gigasat factory. Elon Musk verified that construction is already actively underway on the solar manufacturing facility to feed the project's supply line, with plans moving forward to construct the adjacent AI satellite assembly lines. The physical footprint and timeline of this manufacturing hub are defined by the following benchmarks: 🗺️ The company has over 1,000 acres of land currently owned or under contract for the site. 🏢 The manufacturing complex boasts a massive structural building potential exceeding 11 million square feet. ⚙️ The facility will vertically integrate production to manufacture solar ingots, wafers, solar cells, and completed AI satellites. 📅 Both the solar and AI satellite production lines are targeted to be operational at a viable volume by the end of next year. "We're going to be building a lot of satellites and we're going to be building them here in Bastrop. We already have the solar manufacturing facility under construction, and then we will be building out the AI sat production building soon. We expect to have the AI sat production, the solar production, and all of that operating at some reasonable volume by the end of next year." --- 🏢 The 100-million-square-foot "terafab" chip factory Elon Musk revealed a massive, long-term scaling strategy to build an immense chip manufacturing facility dubbed the "terafab" to completely bypass global semiconductor volume constraints. This manufacturing infrastructure is designed to transition the company into next-generation industrial scaling by producing highly specialized computing components at an unprecedented volume. The scale of this infrastructure project is defined by several extraordinary engineering and production benchmarks: 🏭 The colossal factory is projected to span approximately 100 million square feet, making it ten times larger than the current Tesla Gigafactory Texas. ⚡ The facility is structurally engineered to achieve a massive manufacturing output of 1 terawatt per year once fully operational. 📦 This unprecedented physical footprint provides the capacity required to manufacture 1 billion full-reticle equivalent chips annually. 🔌 Each individual chip manufactured by the facility is designed to run at a power capacity of 1 kilowatt. 🇺🇸 The total scaled output of the facility represents an energy footprint that is exactly double the current annual electricity consumption of the entire United States. "In order to get to the next order of magnitude, you need a gigantic chip factory. To give you a sense of scale here, we expect that the terafab is going to be around 100 million square feet, which is 10 times the size of the Tesla Gigafactory Texas. From a logic die standpoint, that's like having a billion chips per year with a kilowatt per reticle, scaling to a terawatt per year. That is twice the current electricity consumption of the United States." --- 📶 Next-generation high-volume Starlink terminals Dan Huot and Elon Musk introduced their next-generation Starlink user terminals, which have been redesigned specifically to achieve massive manufacturing throughput. Elon Musk pointed out that these newer models will be produced in vastly higher volumes than current hardware designs to fulfill their long-term global deployment targets: 📈 The upgraded user hardware is manufactured at a much higher volume capacity than existing units. 🌍 The company's ultimate target is to successfully deploy a few hundred million of these next-generation terminals worldwide. "In fact, these are the new Starlink terminals, which we made in much higher volume than the current terminals. Ultimately, we think there's probably going to be a few hundred million Starlink terminals out there." --- 📈 Aspirational timeline for orbital AI compute scaling Elon Musk laid out an ambitious, multi-year execution timeline detailing how the company plans to progressively scale space-based processing power. The roadmap targets an initial run-rate by the end of next year and sets an aggressive pace to increase total operational capacity sequentially through a structured, multi-phase timeline: 1️⃣ The initial target aims to hit an annualized run-rate of 1 gigawatt of space AI compute by the end of next year. 2️⃣ The capacity scales to an annualized rate of 10 gigawatts within the next two and a half years. 3️⃣ The operational envelope expands to reach 100 gigawatts in three and a half years. 4️⃣ The long-term deployment plan scales directly to a full terawatt capacity per year using the output of the terafab. "The goal is to get to roughly an annualized rate of a gigawatt per year by the end of next year in terms of space AI compute. Then aspirationally, we want to scale that by an order of magnitude per year. In two and a half years, hitting an annualized rate of 10 gigawatts a year in space, and in three and a half years, maybe a hundred gigawatts, going beyond that with the terafab to scale to a terawatt per year." --- 🌕 Ultimate scaling via lunar production and mass drivers Elon Musk explained that scaling three orders of magnitude past a single terawatt forces a transition completely off-planet to avoid the logistical penalty of Earth's deep gravity well. The vision relies on establishing manufacturing infrastructure directly on the moon to leverage localized resource loops and zero-atmosphere physics: 🌙 The company plans to establish localized raw production lines on the moon to fabricate solar panels, photovoltaics, and radiators from lunar materials. ⚡ Manufacturing components locally avoids the massive fuel and mass penalties of transporting heavy structural materials from Earth. 🧲 Because the moon has no atmosphere and only one-sixth of Earth's gravity, the facility will utilize an electromagnetic mass driver to launch completed satellites. 🚀 Operating essentially as a linear electric motor rail gun, this mechanism will shoot fully assembled AI satellites straight into deep space without relying on chemical rockets. "The only way that we can really see that you can achieve that is on the moon with a mass driver, essentially where you do local production of photovoltaics, solar panels, and radiators on the moon. Because the moon has no atmosphere and only one-sixth Earth's gravity, you can accelerate the AI satellites into deep space without a rocket. You can basically shoot them into space using an electromagnetic gun, like a rail gun type—it's basically a linear electric motor."

Ming

22,203 views • 2 months ago

Technically is dead; long live Technically Some bittersweet news for you all today: after 5 years writing Technically and more than 100 posts about everything from APIs to data warehouses to Facebook DNS hacks, today I am (for the most part) shutting the Technically Substack down… …and replacing it with Technically 2.0, an amazing software product I’ve been working with David Krevitt on for the past 6 months. But first… For a newsletter that started with an innocent tweet while I was bored in Haneda airport, this thing has come pretty far. 70K+ subscribers, yada yada. But you’re here for the story so here it is. It was December 2019, I was traveling before moving to SF to start at Retool, and like I said, I was bored. Late 2019 – what an amazing time to start a newsletter! There weren’t that many of them out there. And then came 2020. Everyone was stuck at home with nothing to do but sign up for more and more Substacks, and talk about them on the internet. Every day, another one of your friends was announcing a newsletter on Twitter. It was the golden era, no doubt, and many people like me combined hard work, a good idea, and the old fashioned “right place right time” streak of luck to build a really nice Substack business. I’ll never forget the day Ben Thompson referenced Technically in Stratechery. I must have gotten 50 texts from friends. Everyone was reading Stratechery at the time…it was like becoming a made man. There was this almost communal vibe in the air with these newsletters. Everyone was reading the same stuff, talking about the same stuff. It was a scene is what it was. But by 2022 things were changing. People were outside again, and had less free time to read newsletters. Interest rates were going up, and people were working more (even in offices). In the paid Substack group chats, most of us were reporting stalling or negative growth, even though we hadn’t changed anything on our end. And with 50% churn rates on these subscriptions, if you weren’t growing you were dying. I’m listening to Neil Young’s “After the Gold Rush” as I write this and it couldn’t be more fitting. Although I imagine Mr. Young himself would disapprove of the whole paid newsletter endeavor. What happened to newsletters? David and I call what’s going on “Substack Fatigue” – people are just tired of reading yet another newsletter, let alone paying for one. Newsletters are just not the thing anymore. There are some fast growing news ones focused on AI, but the same story is going to play out in a few years when everything cools down. Political newsletters are fully investing in video and podcasts. Newsletters are not the thing anymore. We rode a cultural wave and the wave is over. You don’t have to die, but you have to adjust. The wrench in this whole story is that Technically was only (very) part time for me. I’m pretty sure at one point I was generating the most revenue on Substack for someone who wasn’t focusing on their newsletter full time. Which is a sick flex no doubt, but was also a huge problem, because I just didn’t have the time or mental capacity to make the big moves required to reverse the trend. Technically started to slowly lose paid subscribers every month, but I was at peace with that. I was entering a new phase in my life, settling down a bit, enjoying spending time on cooking, cocktails, and music. Approaching 30 and feeling really good about everything. It’s OK for some things to be temporary, and I was content with Technically to continue to be useful to people…just not make as much money. But in the back of my head, I always knew that Technically had a lot more potential, and deserved more than I could give it. That there’s no reason this thing couldn’t be a $1M+/year business. I continue to believe that technical literacy is going to be one of the defining social problems of our era, and the progress in AI only makes this even more critical. It should be way more than a newsletter, it should be how everyone learns what the fuck is going on in this digital world. I needed some help. But I had a bad track record of getting people to work on Technically with me. It’s hard to share custody of your child. And I am extremely particular. I’m not always the easiest to work with. Worked with some contractors here and there, but never found a more long term partner. I’m extremely grateful that David Krevitt reached out to me when he did or this paragraph would end here. Instead, after regaling you with my boring tale for many paragraphs now, I can finally share what we’ve been working on since last year. It’s called Technically 2.0. It’s all of the content you know and love, but built as a piece of software specifically aimed at helping people get more technical. No more newsletter – it’s a learning platform now, complete with reading lists, bookmarks, a dictionary, and guided learning tracks. Our goal was to make a Wikipedia kind of experience: click around to follow your curiosity on whatever software you’re learning about. You can sign up on the Technically site ( You’re going to have to pay for it, but if your experience is anything like that of the other thousands of people who already have, you won’t regret it. Enjoy the soothing sounds of David's voice as he walks you through it in the video below. It’s hard to say goodbye completely to something you’ve been doing every week for 5 years. Any readers with their own long running newsletters will understand the odd, para-social relationship you develop with your audience. So I’m going to keep publishing on Substack a little – monthly roundups of the new stuff we’re publishing on Technically 2.0, plus some good sponsored posts. So while the newsletter might be dead, it is also only just beginning (or something). Hope to see you on the other side, ~ ❤️ Justin
1:14

Technically is dead; long live Technically Some bittersweet news for you all today: after 5 years writing Technically and more than 100 posts about everything from APIs to data warehouses to Facebook DNS hacks, today I am (for the most part) shutting the Technically Substack down… …and replacing it with Technically 2.0, an amazing software product I’ve been working with David Krevitt on for the past 6 months. But first… For a newsletter that started with an innocent tweet while I was bored in Haneda airport, this thing has come pretty far. 70K+ subscribers, yada yada. But you’re here for the story so here it is. It was December 2019, I was traveling before moving to SF to start at Retool, and like I said, I was bored. Late 2019 – what an amazing time to start a newsletter! There weren’t that many of them out there. And then came 2020. Everyone was stuck at home with nothing to do but sign up for more and more Substacks, and talk about them on the internet. Every day, another one of your friends was announcing a newsletter on Twitter. It was the golden era, no doubt, and many people like me combined hard work, a good idea, and the old fashioned “right place right time” streak of luck to build a really nice Substack business. I’ll never forget the day Ben Thompson referenced Technically in Stratechery. I must have gotten 50 texts from friends. Everyone was reading Stratechery at the time…it was like becoming a made man. There was this almost communal vibe in the air with these newsletters. Everyone was reading the same stuff, talking about the same stuff. It was a scene is what it was. But by 2022 things were changing. People were outside again, and had less free time to read newsletters. Interest rates were going up, and people were working more (even in offices). In the paid Substack group chats, most of us were reporting stalling or negative growth, even though we hadn’t changed anything on our end. And with 50% churn rates on these subscriptions, if you weren’t growing you were dying. I’m listening to Neil Young’s “After the Gold Rush” as I write this and it couldn’t be more fitting. Although I imagine Mr. Young himself would disapprove of the whole paid newsletter endeavor. What happened to newsletters? David and I call what’s going on “Substack Fatigue” – people are just tired of reading yet another newsletter, let alone paying for one. Newsletters are just not the thing anymore. There are some fast growing news ones focused on AI, but the same story is going to play out in a few years when everything cools down. Political newsletters are fully investing in video and podcasts. Newsletters are not the thing anymore. We rode a cultural wave and the wave is over. You don’t have to die, but you have to adjust. The wrench in this whole story is that Technically was only (very) part time for me. I’m pretty sure at one point I was generating the most revenue on Substack for someone who wasn’t focusing on their newsletter full time. Which is a sick flex no doubt, but was also a huge problem, because I just didn’t have the time or mental capacity to make the big moves required to reverse the trend. Technically started to slowly lose paid subscribers every month, but I was at peace with that. I was entering a new phase in my life, settling down a bit, enjoying spending time on cooking, cocktails, and music. Approaching 30 and feeling really good about everything. It’s OK for some things to be temporary, and I was content with Technically to continue to be useful to people…just not make as much money. But in the back of my head, I always knew that Technically had a lot more potential, and deserved more than I could give it. That there’s no reason this thing couldn’t be a $1M+/year business. I continue to believe that technical literacy is going to be one of the defining social problems of our era, and the progress in AI only makes this even more critical. It should be way more than a newsletter, it should be how everyone learns what the fuck is going on in this digital world. I needed some help. But I had a bad track record of getting people to work on Technically with me. It’s hard to share custody of your child. And I am extremely particular. I’m not always the easiest to work with. Worked with some contractors here and there, but never found a more long term partner. I’m extremely grateful that David Krevitt reached out to me when he did or this paragraph would end here. Instead, after regaling you with my boring tale for many paragraphs now, I can finally share what we’ve been working on since last year. It’s called Technically 2.0. It’s all of the content you know and love, but built as a piece of software specifically aimed at helping people get more technical. No more newsletter – it’s a learning platform now, complete with reading lists, bookmarks, a dictionary, and guided learning tracks. Our goal was to make a Wikipedia kind of experience: click around to follow your curiosity on whatever software you’re learning about. You can sign up on the Technically site ( You’re going to have to pay for it, but if your experience is anything like that of the other thousands of people who already have, you won’t regret it. Enjoy the soothing sounds of David's voice as he walks you through it in the video below. It’s hard to say goodbye completely to something you’ve been doing every week for 5 years. Any readers with their own long running newsletters will understand the odd, para-social relationship you develop with your audience. So I’m going to keep publishing on Substack a little – monthly roundups of the new stuff we’re publishing on Technically 2.0, plus some good sponsored posts. So while the newsletter might be dead, it is also only just beginning (or something). Hope to see you on the other side, ~ ❤️ Justin

sisyphus bar and grill

29,390 views • 1 year ago