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🚨 Fusion breakthrough: Scientists just held a stable plasma for 60 seconds without damaging the reactor. That’s a big deal. Here’s the problem with fusion: • Plasma = hotter than the Sun • Reactor walls = melt risk • Stability = constantly collapsing (ELMs) Normally you can’t have both:...

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TheNewPhysics

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35,746 просмотров • 3 месяцев назад •via X (Twitter)

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I built a plasma donation directory on Wordpress over a year ago that low-key sucked. It didn’t do anything useful. Only made like $2k in the last year and a half. I dug deeper into the niche and realized I’m solving the wrong problem. People who donate plasma don’t have issues finding plasma centers - they have issues figuring out how much $$ plasma centers pay their donors. So I rebuilt it with Claude code and launched it yesterday. The new focus is to crowdsource plasma price data. Gasbuddy ($10m+ directory) but for plasma donation. Made a Reddit post this morning and its poppin off. Already got 58 crowdsourced pricing reports. It’s so freakin niche but it’s a massive consumer need in a $30B market. It’s still an SEO play, but now it’s also a “make this so valuable people share it organically” play. My last YT vid explains how I’m crowdsourcing data + creating incentives Short-term monetization plan: display ads Long-tail monetization plan: create a very high-ticket offer where I sell data back to plasma centers. Or featured listings.
0:17

I built a plasma donation directory on Wordpress over a year ago that low-key sucked. It didn’t do anything useful. Only made like $2k in the last year and a half. I dug deeper into the niche and realized I’m solving the wrong problem. People who donate plasma don’t have issues finding plasma centers - they have issues figuring out how much $$ plasma centers pay their donors. So I rebuilt it with Claude code and launched it yesterday. The new focus is to crowdsource plasma price data. Gasbuddy ($10m+ directory) but for plasma donation. Made a Reddit post this morning and its poppin off. Already got 58 crowdsourced pricing reports. It’s so freakin niche but it’s a massive consumer need in a $30B market. It’s still an SEO play, but now it’s also a “make this so valuable people share it organically” play. My last YT vid explains how I’m crowdsourcing data + creating incentives Short-term monetization plan: display ads Long-tail monetization plan: create a very high-ticket offer where I sell data back to plasma centers. Or featured listings.

frey

10,241 просмотров • 5 месяцев назад

When a nuclear reactor powers on for the first time, the core fills with a deep blue glow that feels almost unreal as it rises through the water in a quiet surge of energy. The light is Cherenkov radiation, created when charged particles move through the water faster than light can travel in that medium, a discovery made in the 1930s that revealed a new way to see high energy reactions. Every appearance of this glow is a reminder of how powerful atomic reactions can be, showing a rare moment where raw physics becomes something visible and strangely beautiful.
0:13

When a nuclear reactor powers on for the first time, the core fills with a deep blue glow that feels almost unreal as it rises through the water in a quiet surge of energy. The light is Cherenkov radiation, created when charged particles move through the water faster than light can travel in that medium, a discovery made in the 1930s that revealed a new way to see high energy reactions. Every appearance of this glow is a reminder of how powerful atomic reactions can be, showing a rare moment where raw physics becomes something visible and strangely beautiful.

Today In History

383,937 просмотров • 2 месяцев назад

There's something about design that truly makes me happy. Before I was diagnosed with a complete SCI, I loved building thing with my hands and trying to make them unique and beautiful. The accident didn't just take my mobility, it robbed me of my creative drive. I didn't I would ever get that back that was up until Neuralink came into the picture. I was very serious about applying but just couldn't bring myself to do it. Then Noland Arbaugh comes into the picture and I see his video and I saw how passionate he was toward the whole ide and that was like a switch. I want to thank Noland because if I hadn't seen that video I wouldn't be typing this message with my thoughts. So the day I gained control of the device I had the guys install Autodesk Fusion and the first night I had my first part designed by BCI. I have been designing things non-stop since. Now lets talk tools and the first one is the ArcDroid it is a CNC robot that holds a plasma torch and can cut profiles in sheet metal. I have made numerous signs, letters and parts with this and i love it. I have also had the chance to help the local high school install and setup their CNC plasma table. I love being able to share my knowledge with others and show new technology to kids that want to learn. The next one everybody is more familiar with is the Bambu Lab X1C. It is my first 3D printer and I had no idea how dang handy these things were! I can go from thought, Neuralink, Fusion, X1C and poof! You have your part all in a matter of like a hour. I make everything from parts for my wheelchair or RC ✈ to toys for my nephew. These devices have completely changed my life. I now have my creative outlet back and I'm not done looking for new things to try. I'm thinking a laser next!!!😎 Thank you Elon Musk for the opportunity to showcase my skills, I'm extremely grateful🙏
0:28

There's something about design that truly makes me happy. Before I was diagnosed with a complete SCI, I loved building thing with my hands and trying to make them unique and beautiful. The accident didn't just take my mobility, it robbed me of my creative drive. I didn't I would ever get that back that was up until Neuralink came into the picture. I was very serious about applying but just couldn't bring myself to do it. Then Noland Arbaugh comes into the picture and I see his video and I saw how passionate he was toward the whole ide and that was like a switch. I want to thank Noland because if I hadn't seen that video I wouldn't be typing this message with my thoughts. So the day I gained control of the device I had the guys install Autodesk Fusion and the first night I had my first part designed by BCI. I have been designing things non-stop since. Now lets talk tools and the first one is the ArcDroid it is a CNC robot that holds a plasma torch and can cut profiles in sheet metal. I have made numerous signs, letters and parts with this and i love it. I have also had the chance to help the local high school install and setup their CNC plasma table. I love being able to share my knowledge with others and show new technology to kids that want to learn. The next one everybody is more familiar with is the Bambu Lab X1C. It is my first 3D printer and I had no idea how dang handy these things were! I can go from thought, Neuralink, Fusion, X1C and poof! You have your part all in a matter of like a hour. I make everything from parts for my wheelchair or RC ✈ to toys for my nephew. These devices have completely changed my life. I now have my creative outlet back and I'm not done looking for new things to try. I'm thinking a laser next!!!😎 Thank you Elon Musk for the opportunity to showcase my skills, I'm extremely grateful🙏

Alex Conley

43,158 просмотров • 8 месяцев назад

🚨 WARNING: THIS IS HOW THE BIGGEST COLLAPSE STARTS!! The market is getting hit from EVERY side now. - FED rate hikes just got confirmed. - China, Japan, and Turkey are dumping US Treasuries. - The US-Iran peace deal is 24 hours away from COLLAPSING. When markets open on Monday, this will NOT be just a dip. Because this is no longer one isolated problem. It is a full macro stress setup hitting markets from MULTIPLE fronts at the same time. Smart money already sees it. They are NOT buying the dip. They are cutting risk, moving into cash, and getting ready for the biggest risk off move of the year. And now add the next piece. China is rejecting U.S. Nvidia chips. That's a trade war signal. Because when chips become geopolitical weapons, the market stops pricing growth. It starts pricing control, supply chain stress, and lower demand. There are only a few ways this goes from here, and they are NOT equal. - LIGHT SHOCK: markets panic first, bonds get stressed, oil pumps, and risk stabilizes if headlines calm down fast. - HEAVIER SCENARIO: the peace deal collapses, China keeps rejecting U.S. chips, and markets start pricing a real trade war plus a real war risk at the same time. - WORST CASE: diplomacy fully breaks, oil pumps HARD, yields pump, liquidity gets worse, and risk assets dump all at once. That last one is the REAL danger. Because none of this is happening in a vacuum. After months of negotiations, the U.S. and Iran still have no peace deal. No breakthrough. No stability. No real off ramp. That changes the entire risk landscape. Because when diplomacy breaks down, markets do NOT price hope. They price WAR. And once markets start pricing direct U.S.-Iran escalation, oil does NOT move slowly. It pumps HARD. Shipping gets hit. Supply chains get worse. Inflation comes back. Central banks stay trapped. That is where the real damage starts. Because when geopolitical stress hits an already fragile financial system, markets do NOT adjust slowly. They dump HARD. Capital does NOT rotate calmly. It runs to safety all at once. And risk assets? They do NOT correct. They DUMP HARD. This is how chain reactions start. Because once markets stop pricing temporary fear and start pricing prolonged instability, the whole system changes. Watch oil. Watch bonds. Watch semiconductors. Watch rates. Because once this starts accelerating, there will be no time left to react. I’ve studied macro for 10 years and I called almost every major market top, including the October BTC ATH. Follow and turn notifications on. I’ll post the warning BEFORE it hits the headlines.
0:14

🚨 WARNING: THIS IS HOW THE BIGGEST COLLAPSE STARTS!! The market is getting hit from EVERY side now. - FED rate hikes just got confirmed. - China, Japan, and Turkey are dumping US Treasuries. - The US-Iran peace deal is 24 hours away from COLLAPSING. When markets open on Monday, this will NOT be just a dip. Because this is no longer one isolated problem. It is a full macro stress setup hitting markets from MULTIPLE fronts at the same time. Smart money already sees it. They are NOT buying the dip. They are cutting risk, moving into cash, and getting ready for the biggest risk off move of the year. And now add the next piece. China is rejecting U.S. Nvidia chips. That's a trade war signal. Because when chips become geopolitical weapons, the market stops pricing growth. It starts pricing control, supply chain stress, and lower demand. There are only a few ways this goes from here, and they are NOT equal. - LIGHT SHOCK: markets panic first, bonds get stressed, oil pumps, and risk stabilizes if headlines calm down fast. - HEAVIER SCENARIO: the peace deal collapses, China keeps rejecting U.S. chips, and markets start pricing a real trade war plus a real war risk at the same time. - WORST CASE: diplomacy fully breaks, oil pumps HARD, yields pump, liquidity gets worse, and risk assets dump all at once. That last one is the REAL danger. Because none of this is happening in a vacuum. After months of negotiations, the U.S. and Iran still have no peace deal. No breakthrough. No stability. No real off ramp. That changes the entire risk landscape. Because when diplomacy breaks down, markets do NOT price hope. They price WAR. And once markets start pricing direct U.S.-Iran escalation, oil does NOT move slowly. It pumps HARD. Shipping gets hit. Supply chains get worse. Inflation comes back. Central banks stay trapped. That is where the real damage starts. Because when geopolitical stress hits an already fragile financial system, markets do NOT adjust slowly. They dump HARD. Capital does NOT rotate calmly. It runs to safety all at once. And risk assets? They do NOT correct. They DUMP HARD. This is how chain reactions start. Because once markets stop pricing temporary fear and start pricing prolonged instability, the whole system changes. Watch oil. Watch bonds. Watch semiconductors. Watch rates. Because once this starts accelerating, there will be no time left to react. I’ve studied macro for 10 years and I called almost every major market top, including the October BTC ATH. Follow and turn notifications on. I’ll post the warning BEFORE it hits the headlines.

Wimar.X

52,798 просмотров • 2 месяцев назад

🚨 SCIENTISTS MAY HAVE FOUND A REAL “LOOPHOLE” FOR WARP DRIVES. And for the first time, the math may not completely break physics. For decades, warp drives were considered impossible because they seemed to require massive amounts of “exotic negative energy” that doesn’t exist in usable quantities. But new theoretical models suggest there may be ways to reshape spacetime using far less exotic energy or in some versions, almost none at all. Why this matters: • A warp drive doesn’t actually move the ship faster than light • It compresses spacetime in front of the craft and expands it behind • The ship stays inside a stable bubble while the universe itself moves around it • Einstein’s speed limit remains intact the ship never locally exceeds c The deeper implication is mind-bending: If spacetime can be engineered like this, distance itself becomes programmable. Interstellar travel would stop being an impossible energy problem… and turn into a geometry problem. The universe may not be blocking faster-than-light travel. We may simply be too primitive to shape spacetime correctly yet. What happens when humanity learns to engineer gravity itself? Follow for more frontier physics and reality-bending breakthroughs.
0:16

🚨 SCIENTISTS MAY HAVE FOUND A REAL “LOOPHOLE” FOR WARP DRIVES. And for the first time, the math may not completely break physics. For decades, warp drives were considered impossible because they seemed to require massive amounts of “exotic negative energy” that doesn’t exist in usable quantities. But new theoretical models suggest there may be ways to reshape spacetime using far less exotic energy or in some versions, almost none at all. Why this matters: • A warp drive doesn’t actually move the ship faster than light • It compresses spacetime in front of the craft and expands it behind • The ship stays inside a stable bubble while the universe itself moves around it • Einstein’s speed limit remains intact the ship never locally exceeds c The deeper implication is mind-bending: If spacetime can be engineered like this, distance itself becomes programmable. Interstellar travel would stop being an impossible energy problem… and turn into a geometry problem. The universe may not be blocking faster-than-light travel. We may simply be too primitive to shape spacetime correctly yet. What happens when humanity learns to engineer gravity itself? Follow for more frontier physics and reality-bending breakthroughs.

TheNewPhysics

89,623 просмотров • 2 месяцев назад

🚨 SOMETHING EXTREMELY BAD IS COMING THIS MONDAY!! The US-Iran peace deal is breaking from BOTH sides now. Trump is NOT accepting it. Iran is NOT accepting it And markets are NOT ready for what comes next. When markets open on Monday, this will NOT be just a dip. This is a geopolitical catalyst hitting an already fragile system. Stocks will dump. Bonds will dump. Bitcoin will dump even harder. That one fact explains a lot. Because this is no longer about hope. It's about the market realizing that the deal everyone was waiting for is not real yet. No breakthrough. No stability. No real off ramp. And when diplomacy breaks down, markets do NOT price hope. They price WAR. There are only a few ways this goes from here, and they are NOT equal. - LIGHT SHOCK: both sides keep talking, markets panic first, oil pumps, then risk tries to stabilize. - HEAVIER SCENARIO: Trump rejects the deal again, Iran refuses the nuclear terms, and markets start pricing a longer conflict. - WORST CASE: talks collapse completely, strikes restart, oil pumps HARD, yields pump, liquidity gets worse, and risk assets dump all at once. That last one is the REAL danger. Because none of this is happening in a vacuum. Oil is already unstable. Bonds are already stressed. Liquidity is already getting worse. And now the peace deal looks like another fake hope trade. Now connect the dots. If the deal fails, oil does NOT move slowly. It pumps HARD. Shipping gets hit. Inflation comes back Central banks stay trapped. And every market that needs cheap energy and easy money gets hit again. That is where the real damage starts. Because once markets stop pricing temporary fear and start pricing prolonged instability, the whole system changes. Capital does NOT rotate calmly. It runs to safety all at once. And risk assets? They do NOT correct. They DUMP HARD. This is NOT a theory. The deal is being rejected from both sides. Markets are NOT pricing the next move now. But they will. I’ve studied macro for 10 years and I called almost every major market top, including the October BTC ATH. Follow and turn notifications on. I’ll post the warning BEFORE it hits the headlines.
0:16

🚨 SOMETHING EXTREMELY BAD IS COMING THIS MONDAY!! The US-Iran peace deal is breaking from BOTH sides now. Trump is NOT accepting it. Iran is NOT accepting it And markets are NOT ready for what comes next. When markets open on Monday, this will NOT be just a dip. This is a geopolitical catalyst hitting an already fragile system. Stocks will dump. Bonds will dump. Bitcoin will dump even harder. That one fact explains a lot. Because this is no longer about hope. It's about the market realizing that the deal everyone was waiting for is not real yet. No breakthrough. No stability. No real off ramp. And when diplomacy breaks down, markets do NOT price hope. They price WAR. There are only a few ways this goes from here, and they are NOT equal. - LIGHT SHOCK: both sides keep talking, markets panic first, oil pumps, then risk tries to stabilize. - HEAVIER SCENARIO: Trump rejects the deal again, Iran refuses the nuclear terms, and markets start pricing a longer conflict. - WORST CASE: talks collapse completely, strikes restart, oil pumps HARD, yields pump, liquidity gets worse, and risk assets dump all at once. That last one is the REAL danger. Because none of this is happening in a vacuum. Oil is already unstable. Bonds are already stressed. Liquidity is already getting worse. And now the peace deal looks like another fake hope trade. Now connect the dots. If the deal fails, oil does NOT move slowly. It pumps HARD. Shipping gets hit. Inflation comes back Central banks stay trapped. And every market that needs cheap energy and easy money gets hit again. That is where the real damage starts. Because once markets stop pricing temporary fear and start pricing prolonged instability, the whole system changes. Capital does NOT rotate calmly. It runs to safety all at once. And risk assets? They do NOT correct. They DUMP HARD. This is NOT a theory. The deal is being rejected from both sides. Markets are NOT pricing the next move now. But they will. I’ve studied macro for 10 years and I called almost every major market top, including the October BTC ATH. Follow and turn notifications on. I’ll post the warning BEFORE it hits the headlines.

Wimar.X

146,442 просмотров • 2 месяцев назад

JADE gets emotional reflecting on her North American tour in a new TikTok: “I’m having so much fun on this tour. I just feel so grateful that I’m getting to do this at this point in my career. The fact that I get to tour [North America] after being in the industry for 15 years, and only now just getting to do my own headline tour, is incredible. It’s been a long time coming. What’s really beautiful about these shows is that when I look into the audience, I recognise so many of the fans here from back in the day, who’ve literally waited for years – like me! – for this moment. It just makes me feel so loved and supported to know people have believed in me enough to stick around for years waiting for this to happen. Anyone that’s bought a ticket, dressed up, made their own costumes… It’s just such a lovely, beautiful thing. I hope they can see when I’m on stage just how much that means to me, and how much I love performing and putting on the best show that I possibly can every single night. I will never ever take it for granted. I’m just so chuffed that I get to do this for a living… be a silly pop girlie, write and create music that brings people – and myself – a lot of joy… Thank you for believing in me. I literally get on the bunk on my bus most nights from the tour and just lie there like, ‘Oh my god! As if this is my life!’ It means a lot. I hope I get to do this for the rest of my life… Full of gratitude and lots of all the lovely emotions. Thank you so much.”
0:12

JADE gets emotional reflecting on her North American tour in a new TikTok: “I’m having so much fun on this tour. I just feel so grateful that I’m getting to do this at this point in my career. The fact that I get to tour [North America] after being in the industry for 15 years, and only now just getting to do my own headline tour, is incredible. It’s been a long time coming. What’s really beautiful about these shows is that when I look into the audience, I recognise so many of the fans here from back in the day, who’ve literally waited for years – like me! – for this moment. It just makes me feel so loved and supported to know people have believed in me enough to stick around for years waiting for this to happen. Anyone that’s bought a ticket, dressed up, made their own costumes… It’s just such a lovely, beautiful thing. I hope they can see when I’m on stage just how much that means to me, and how much I love performing and putting on the best show that I possibly can every single night. I will never ever take it for granted. I’m just so chuffed that I get to do this for a living… be a silly pop girlie, write and create music that brings people – and myself – a lot of joy… Thank you for believing in me. I literally get on the bunk on my bus most nights from the tour and just lie there like, ‘Oh my god! As if this is my life!’ It means a lot. I hope I get to do this for the rest of my life… Full of gratitude and lots of all the lovely emotions. Thank you so much.”

JADE tea room ☕️

47,114 просмотров • 5 месяцев назад

🚨 one person can now do the work of an entire creative team. i just tested it on a real one. a friend needed an ad for his brand, so I opened the new Runway Agent 2.0 to try it out. here's how it went: → it generated the music and the key image first, so I could approve the direction → once I gave the ok, it built the full video around it → and when something was off, i changed just that one piece, without redoing the rest one prompt, and I had the ad we needed, work that used to take weeks. this is what it made 👇 if you want to try it → · 30% off 3 months with code RUNWAYAGENT — made with Runway · #MadeWithRunway · #ad
0:18

🚨 one person can now do the work of an entire creative team. i just tested it on a real one. a friend needed an ad for his brand, so I opened the new Runway Agent 2.0 to try it out. here's how it went: → it generated the music and the key image first, so I could approve the direction → once I gave the ok, it built the full video around it → and when something was off, i changed just that one piece, without redoing the rest one prompt, and I had the ad we needed, work that used to take weeks. this is what it made 👇 if you want to try it → · 30% off 3 months with code RUNWAYAGENT — made with Runway · #MadeWithRunway · #ad

brenz.

28,698 просмотров • 1 месяц назад

Big dawg El Niño coming this summer and fall! This is a bit science-y… but easy I promise. So follow along. You are looking at a vertical cross section of the tropical Pacific Ocean at the Equator with depth downward deep into the ocean. Left side is west near Asia. Right side is east near South America. It’s where we measure El Niño, the king control knob of the climate. One main way we know it’s coming is “subsurface heat”. See the dark red shades moving east under the surface and rising upward? That’s the El Niño developing! El Niño is a build up of hotter than normal water on the surface Eastern Tropical Pacific Ocean. What’s cool (or hot) is that the water comes from the West Tropical Pacific. During cool La Niña years it’s like a piggy bank. The West Pacific hoards and stores the heat near Asia. Then every couple-few years that warm water sloshes back East. It first appears under the surface where we measure it. It surfaces in late spring and El Niño grows in Summer to fall. You can tell by the magnitude of warm subsurface water that this looks like a biggie! So how will it impact us? For one, it typically subdues Atlantic hurricane season. That doesn’t mean no storms - just less active than it would have otherwise been. Also it releases lots of Heat… so it super charges heat waves around the planet and floods too - it all tends to be more immense and intense. And you can bet Earth will experience its hottest days on record coming later 2026 into 2027. El Niño is one of the biggest climate forces on Earth and it has a profound impact on world-wide weather because of all the heat released into the atmosphere from the ocean.
0:14

Big dawg El Niño coming this summer and fall! This is a bit science-y… but easy I promise. So follow along. You are looking at a vertical cross section of the tropical Pacific Ocean at the Equator with depth downward deep into the ocean. Left side is west near Asia. Right side is east near South America. It’s where we measure El Niño, the king control knob of the climate. One main way we know it’s coming is “subsurface heat”. See the dark red shades moving east under the surface and rising upward? That’s the El Niño developing! El Niño is a build up of hotter than normal water on the surface Eastern Tropical Pacific Ocean. What’s cool (or hot) is that the water comes from the West Tropical Pacific. During cool La Niña years it’s like a piggy bank. The West Pacific hoards and stores the heat near Asia. Then every couple-few years that warm water sloshes back East. It first appears under the surface where we measure it. It surfaces in late spring and El Niño grows in Summer to fall. You can tell by the magnitude of warm subsurface water that this looks like a biggie! So how will it impact us? For one, it typically subdues Atlantic hurricane season. That doesn’t mean no storms - just less active than it would have otherwise been. Also it releases lots of Heat… so it super charges heat waves around the planet and floods too - it all tends to be more immense and intense. And you can bet Earth will experience its hottest days on record coming later 2026 into 2027. El Niño is one of the biggest climate forces on Earth and it has a profound impact on world-wide weather because of all the heat released into the atmosphere from the ocean.

Jeff Berardelli

11,849 просмотров • 5 месяцев назад

This video was taken the day I played through the first build of the Neural DSP Archetype JM X plugin. We’d set up my amp rig in the live room and were switching between the rig and the plugin. I threw every test at it; does turning the volume knob to 5 create a natural response in tone? It did. Does a single note that’s held die out without a noise gate eating it or the “math” just giving up? It did. Do two notes bent at once with distortion on create natural harmonic overtones exactly like the amps in the room? They did, exactly. I had the engineer switch between signals without my knowing. “That’s the amps,” I’d guess. “Plugin,” the engineer would say, several times. It had fooled me. Neural DSP had done it. It wasn’t just a faithful recreation of my sound - it was the first plugin I’d ever heard that proved that digital modeling could create a digital emulation with zero compromises. I’d like to say that we went back and forth countless times, making tweaks until it was right, but the truth is that they pretty much nailed it on the first try. Only a few EQ changes and some changes to a couple of the effects pedals were needed. The thousands of hours of creation came to fruition yesterday when the plugin was released, and it’s been a joy to see and hear players putting this software to the test and being as impressed as I was in this video. Thank you to every guitar player who created such clever and great sounding presets and for spreading the word. I can’t wait to hear all the new music that’s created with this plugin. Getting my sound is just the beginning of what it can do, and I can’t wait to hear what musicians create with it.
0:18

This video was taken the day I played through the first build of the Neural DSP Archetype JM X plugin. We’d set up my amp rig in the live room and were switching between the rig and the plugin. I threw every test at it; does turning the volume knob to 5 create a natural response in tone? It did. Does a single note that’s held die out without a noise gate eating it or the “math” just giving up? It did. Do two notes bent at once with distortion on create natural harmonic overtones exactly like the amps in the room? They did, exactly. I had the engineer switch between signals without my knowing. “That’s the amps,” I’d guess. “Plugin,” the engineer would say, several times. It had fooled me. Neural DSP had done it. It wasn’t just a faithful recreation of my sound - it was the first plugin I’d ever heard that proved that digital modeling could create a digital emulation with zero compromises. I’d like to say that we went back and forth countless times, making tweaks until it was right, but the truth is that they pretty much nailed it on the first try. Only a few EQ changes and some changes to a couple of the effects pedals were needed. The thousands of hours of creation came to fruition yesterday when the plugin was released, and it’s been a joy to see and hear players putting this software to the test and being as impressed as I was in this video. Thank you to every guitar player who created such clever and great sounding presets and for spreading the word. I can’t wait to hear all the new music that’s created with this plugin. Getting my sound is just the beginning of what it can do, and I can’t wait to hear what musicians create with it.

John Mayer

149,482 просмотров • 7 месяцев назад

Jeff Bezos just told you exactly how to price AI. Nobody listened. Bezos: “AI is real and it is going to change every industry. In fact it’s a very unusual technology in that regard in that it’s a horizontal enabling layer.” Horizontal enabling layer. Three words that reprice the entire technology sector. The iPhone was a vertical. One product. One new market. Electricity was a horizontal. One substrate that rewired every market on Earth. Wall Street is pricing AI like it is the next iPhone. Bezos is telling you it is the next electrical grid. Right now, thousands of companies are trying to sell AI as a product. A feature. A tool. A subscription tier. Every single one of them will be priced to zero. You do not sell a horizontal layer. You do not compete with it. You build on top of it or you disappear beneath it. For a century, entire industries survived on one thing. Complexity. The friction of navigating law, medicine, logistics, finance. That was the moat. If you could not memorize the maze, you could not compete. A horizontal layer does not navigate the maze. It dissolves the walls. Electricity did not compete with the candle industry. It erased the need for one. The most dangerous part of a horizontal shift is how quiet it is. It moves underneath the economy. The surface looks normal. Revenue still holds. Every day you operate on the old substrate, you accumulate a debt you cannot see and cannot repay. The internet repriced distribution. AI is repricing cognition itself. When intelligence becomes a utility that runs through the walls of every company on Earth, the premium on human expertise does not erode. It evaporates. This is not a disruption. Disruptions replace products. This replaces the ground you are standing on.
0:16

Jeff Bezos just told you exactly how to price AI. Nobody listened. Bezos: “AI is real and it is going to change every industry. In fact it’s a very unusual technology in that regard in that it’s a horizontal enabling layer.” Horizontal enabling layer. Three words that reprice the entire technology sector. The iPhone was a vertical. One product. One new market. Electricity was a horizontal. One substrate that rewired every market on Earth. Wall Street is pricing AI like it is the next iPhone. Bezos is telling you it is the next electrical grid. Right now, thousands of companies are trying to sell AI as a product. A feature. A tool. A subscription tier. Every single one of them will be priced to zero. You do not sell a horizontal layer. You do not compete with it. You build on top of it or you disappear beneath it. For a century, entire industries survived on one thing. Complexity. The friction of navigating law, medicine, logistics, finance. That was the moat. If you could not memorize the maze, you could not compete. A horizontal layer does not navigate the maze. It dissolves the walls. Electricity did not compete with the candle industry. It erased the need for one. The most dangerous part of a horizontal shift is how quiet it is. It moves underneath the economy. The surface looks normal. Revenue still holds. Every day you operate on the old substrate, you accumulate a debt you cannot see and cannot repay. The internet repriced distribution. AI is repricing cognition itself. When intelligence becomes a utility that runs through the walls of every company on Earth, the premium on human expertise does not erode. It evaporates. This is not a disruption. Disruptions replace products. This replaces the ground you are standing on.

Dustin

540,914 просмотров • 3 месяцев назад

🚨🇧🇷 BOLSONARO DRAWS MASSIVE CROWDS IN RIO—DESPITE BAN FROM 2026 ELECTION! Copacabana is packed. The people have spoken, and they refuse to accept the establishment’s desperate attempts to silence Brazil’s most popular leader. Meanwhile, the Supreme Court and the Prosecutor-General are doing their best Stalinist impression, accusing Bolsonaro of a “coup attempt”—without any real evidence. 🔴 “Tell me the man, and I will find the crime.” That’s how Stalin’s secret police worked, and that’s exactly how the Brazilian state is now persecuting innocent people to eliminate the biggest political threat to Lula’s regime. This isn’t about justice. This is about fear. They know they can’t beat Bolsonaro at the ballot box, so they are trying to ban him from running altogether. But here’s the truth: Elections without Bolsonaro are NOT democracy. 🔰 Full support to the political prisoners kidnapped by the Brazilian state. They committed no crime. 🔰 #Brazil #AmnestyNow #Bolsonaro2026 ⸻ 🚨🇧🇷 BRAZIL’S SUPREME COURT MOVES TO PUT BOLSONARO ON TRIAL—THE CRACKDOWN CONTINUES The same corrupt court that has been hunting Bolsonaro for years is now deciding whether to press charges for an alleged “coup attempt”—a claim so absurd that even some leftists struggle to take it seriously. If the case moves forward, Bolsonaro will face trial, marking yet another step in the left’s desperate attempt to eliminate political opposition before 2026. And it’s not just Bolsonaro—his former ministers and allies are also being dragged into this show trial, proving that this is not about law, but about control. Brazil’s judiciary has become a political weapon, and this isn’t just about Bolsonaro anymore—it’s about crushing dissent and rigging the system before the people can vote again. They can try to erase Bolsonaro from the ballot, but they can’t erase the millions of Brazilians standing with him. 🔰 The fight for Brazil’s democracy is only beginning. 🔰 #Brazil #DemocracyUnderAttack #Bolsonaro2026
0:08

🚨🇧🇷 BOLSONARO DRAWS MASSIVE CROWDS IN RIO—DESPITE BAN FROM 2026 ELECTION! Copacabana is packed. The people have spoken, and they refuse to accept the establishment’s desperate attempts to silence Brazil’s most popular leader. Meanwhile, the Supreme Court and the Prosecutor-General are doing their best Stalinist impression, accusing Bolsonaro of a “coup attempt”—without any real evidence. 🔴 “Tell me the man, and I will find the crime.” That’s how Stalin’s secret police worked, and that’s exactly how the Brazilian state is now persecuting innocent people to eliminate the biggest political threat to Lula’s regime. This isn’t about justice. This is about fear. They know they can’t beat Bolsonaro at the ballot box, so they are trying to ban him from running altogether. But here’s the truth: Elections without Bolsonaro are NOT democracy. 🔰 Full support to the political prisoners kidnapped by the Brazilian state. They committed no crime. 🔰 #Brazil #AmnestyNow #Bolsonaro2026 ⸻ 🚨🇧🇷 BRAZIL’S SUPREME COURT MOVES TO PUT BOLSONARO ON TRIAL—THE CRACKDOWN CONTINUES The same corrupt court that has been hunting Bolsonaro for years is now deciding whether to press charges for an alleged “coup attempt”—a claim so absurd that even some leftists struggle to take it seriously. If the case moves forward, Bolsonaro will face trial, marking yet another step in the left’s desperate attempt to eliminate political opposition before 2026. And it’s not just Bolsonaro—his former ministers and allies are also being dragged into this show trial, proving that this is not about law, but about control. Brazil’s judiciary has become a political weapon, and this isn’t just about Bolsonaro anymore—it’s about crushing dissent and rigging the system before the people can vote again. They can try to erase Bolsonaro from the ballot, but they can’t erase the millions of Brazilians standing with him. 🔰 The fight for Brazil’s democracy is only beginning. 🔰 #Brazil #DemocracyUnderAttack #Bolsonaro2026

Vicky Richter🇩🇪🇺🇸🇧🇷🇬🇧

72,618 просмотров • 1 год назад

🚨Jamie Carragher on Bruno Guimarães’ £75m move from Newcastle to Arsenal: I’ve got no problem with Bruno Guimarães as a Premier League player. He’s solid, he’s got energy, he can dictate a midfield on a good day. But let’s not pretend this is some transformative signing for Arsenal. They’re handing Newcastle £75 million for a 28-year-old who has never lifted a major trophy and has never been the difference-maker at the absolute highest level. That’s not elite business. That’s Arsenal doing what Arsenal do — overthinking, overpaying, and stacking another ‘good’ player on top of a midfield that already has depth instead of solving the real problems. And the irony is beautiful, isn’t it? Remember when Bruno literally laughed at Arsenal’s interest in that Newcastle unveiling video? He sat there smirking while the whole thing was filmed. Now the same club is transferring £75m of their own money straight into Newcastle’s bank account for him. That’s not a transfer. That’s poetic justice. Newcastle win twice: they get the cash and they get the last laugh. This doesn’t elevate Arsenal. It just adds another body. Classic Arsenal. They already have enough midfielders who can control games against mid-table sides. What they still don’t have is that proven winner who flips the biggest matches. Guimarães is very good. He’s not that player. And at that price, with that age profile, it’s a soft, expensive way of papering over the cracks instead of fixing them.”
0:14

🚨Jamie Carragher on Bruno Guimarães’ £75m move from Newcastle to Arsenal: I’ve got no problem with Bruno Guimarães as a Premier League player. He’s solid, he’s got energy, he can dictate a midfield on a good day. But let’s not pretend this is some transformative signing for Arsenal. They’re handing Newcastle £75 million for a 28-year-old who has never lifted a major trophy and has never been the difference-maker at the absolute highest level. That’s not elite business. That’s Arsenal doing what Arsenal do — overthinking, overpaying, and stacking another ‘good’ player on top of a midfield that already has depth instead of solving the real problems. And the irony is beautiful, isn’t it? Remember when Bruno literally laughed at Arsenal’s interest in that Newcastle unveiling video? He sat there smirking while the whole thing was filmed. Now the same club is transferring £75m of their own money straight into Newcastle’s bank account for him. That’s not a transfer. That’s poetic justice. Newcastle win twice: they get the cash and they get the last laugh. This doesn’t elevate Arsenal. It just adds another body. Classic Arsenal. They already have enough midfielders who can control games against mid-table sides. What they still don’t have is that proven winner who flips the biggest matches. Guimarães is very good. He’s not that player. And at that price, with that age profile, it’s a soft, expensive way of papering over the cracks instead of fixing them.”

Vfynn_🥷🏼 𐙚

450,055 просмотров • 3 дней назад

My 7-year-old son thinks it’s completely normal for me to play chess with him while Tesla FSD drives us. But the more I think about this… it hit me. To him, Tesla FSD may not look like some amazing piece of technology... to him it’s just normal life. He never experienced a world where every second in a car required the driver to be fully focused on steering, braking, and navigating. For him, he sees a car that safely handles the driving while Dad spends that time talking with him, teaching him, laughing with him, or playing a game of chess. That’s a pretty big shift when you really think about it. Every generation grows up taking for granted things that once seemed impossible. The internet. Smartphones. Video calls. Now we’re watching the beginning of that same transition with autonomy. For many adults, FSD still feels futuristic. For kids growing up today, it’s become the way cars work. What’s fascinating is that the biggest change is what people do with the time it gives back. Instead of staring at the road for hours, families can spend more time together, learn, work, relax, or simply enjoy the ride. My son doesn’t see autonomy as a breakthrough, like me. He sees this as normal. And that’s how I know the future is here.
0:17

My 7-year-old son thinks it’s completely normal for me to play chess with him while Tesla FSD drives us. But the more I think about this… it hit me. To him, Tesla FSD may not look like some amazing piece of technology... to him it’s just normal life. He never experienced a world where every second in a car required the driver to be fully focused on steering, braking, and navigating. For him, he sees a car that safely handles the driving while Dad spends that time talking with him, teaching him, laughing with him, or playing a game of chess. That’s a pretty big shift when you really think about it. Every generation grows up taking for granted things that once seemed impossible. The internet. Smartphones. Video calls. Now we’re watching the beginning of that same transition with autonomy. For many adults, FSD still feels futuristic. For kids growing up today, it’s become the way cars work. What’s fascinating is that the biggest change is what people do with the time it gives back. Instead of staring at the road for hours, families can spend more time together, learn, work, relax, or simply enjoy the ride. My son doesn’t see autonomy as a breakthrough, like me. He sees this as normal. And that’s how I know the future is here.

Teslaconomics

45,087 просмотров • 1 месяц назад

Today, New York City takes a huge step forward toward less traffic, cleaner air, and better transit. A generation of straphangers, advocates, and public servants fought tirelessly to make #congestionpricing a reality. I’ve been honored to be part of that team, including organizing the litigation that helped end the pause and get the system started before Trump becomes President. What’s essential now is that the MTA, the Governor, and the Mayor deliver on the promises. The only way to bring doubters on board is to show real, concrete improvements, and to do it quickly and transparently. Today is a day to celebrate, but we can’t rest on our laurels. This is a big opportunity, and we must seize it. If we get congestion pricing right – not just turning on the cameras, but delivering on the promises – we can secure the future of our public transit system, take a big step forward toward a thriving and sustainable future for the whole New York City metropolitan region, and show that government can actually work. Read my full statement:
0:19

Today, New York City takes a huge step forward toward less traffic, cleaner air, and better transit. A generation of straphangers, advocates, and public servants fought tirelessly to make #congestionpricing a reality. I’ve been honored to be part of that team, including organizing the litigation that helped end the pause and get the system started before Trump becomes President. What’s essential now is that the MTA, the Governor, and the Mayor deliver on the promises. The only way to bring doubters on board is to show real, concrete improvements, and to do it quickly and transparently. Today is a day to celebrate, but we can’t rest on our laurels. This is a big opportunity, and we must seize it. If we get congestion pricing right – not just turning on the cameras, but delivering on the promises – we can secure the future of our public transit system, take a big step forward toward a thriving and sustainable future for the whole New York City metropolitan region, and show that government can actually work. Read my full statement:

Office of New York City Comptroller Mark Levine

45,447 просмотров • 1 год назад

Narinder Kaur on TV dismissing thousands and thousands of illegal arrivals as “not a big deal.” “Thirty, forty thousand people coming in a population of sixty-seven, sixty-eight million isn’t the big deal you think it is… We are not being overrun.” It’s closer to 200,000 illegal arrivals in the last five years alone. Tell that to the families who suddenly have hundreds of young men, most of them with no paperwork, no known history, and no connection to the area, dumped on their doorstep. Look at Linton-on-Ouse. A quiet North Yorkshire village of around 700 people. The plan? House 1,200 single adult male asylum seekers on the former RAF base right in the middle of it. Overnight, the locals become the minority in their own community. Or Piddington in Oxfordshire. A village of roughly 350 residents. The proposal? Up to 1,250 single adult males on the neighbouring MoD site. That is more than three times the entire population of the village. Residents face becoming a minority in the place they grew up, with a park used by local children sitting right next to it. This is real communities being transformed without consent, without consultation, and without any real idea who these men are or what they have done. People don’t want it. They never asked for it. And it’s easy to sit in a television studio and declare it’s “not a big deal.” It is a big deal. Go out and ask the people who will actually be affected. They will tell you.
0:15

Narinder Kaur on TV dismissing thousands and thousands of illegal arrivals as “not a big deal.” “Thirty, forty thousand people coming in a population of sixty-seven, sixty-eight million isn’t the big deal you think it is… We are not being overrun.” It’s closer to 200,000 illegal arrivals in the last five years alone. Tell that to the families who suddenly have hundreds of young men, most of them with no paperwork, no known history, and no connection to the area, dumped on their doorstep. Look at Linton-on-Ouse. A quiet North Yorkshire village of around 700 people. The plan? House 1,200 single adult male asylum seekers on the former RAF base right in the middle of it. Overnight, the locals become the minority in their own community. Or Piddington in Oxfordshire. A village of roughly 350 residents. The proposal? Up to 1,250 single adult males on the neighbouring MoD site. That is more than three times the entire population of the village. Residents face becoming a minority in the place they grew up, with a park used by local children sitting right next to it. This is real communities being transformed without consent, without consultation, and without any real idea who these men are or what they have done. People don’t want it. They never asked for it. And it’s easy to sit in a television studio and declare it’s “not a big deal.” It is a big deal. Go out and ask the people who will actually be affected. They will tell you.

Skint Eastwood

24,476 просмотров • 5 дней назад

🚨 WARNING: TOMORROW WILL BE THE WORST DAY OF 2026!! 99% of people will lose everything. Iran just REJECTED all negotiations with the U.S. The peace deal is officially CANCELLED. And the Strait of Hormuz is CLOSED again. When the market opens on Monday, this won’t be “just another dip you can buy.” Stocks will collapse. Metals will dump. Crypto will take the hardest hit. Insiders are already selling. They’re not taking profits. They’re building cash positions because something deeper is starting to break. The dollar is weakening in real time. This is not a one-day shock. This is pressure building across multiple fronts at the same time. And now another layer has been added: The U.S.–Iran peace deal is officially dead. After 2 weeks of negotiations, Iran walked away and rejected the terms. That changes everything. Because when diplomacy fails, uncertainty becomes IMMEDIATE. And markets don’t price “possibility.” They price escalation. There are only a few ways this plays out from here, and they are NOT equal: 1⃣ SOFT OUTCOME Backchannel talks resume, tensions cool, markets stabilize after initial volatility. 2⃣ ESCALATION PHASE No progress, tensions build, and markets begin pricing prolonged conflict risk. 3⃣ HARD BREAK The situation deteriorates rapidly, the Strait of Hormuz remains closed, and the market reprices oil, risk, and global stability in hours. That last one is where things get dangerous. Because this isn’t happening in isolation. At the same time: → Bonds are being sold aggressively → Yields are rising fast → The dollar is losing stability → Liquidity is tightening Now connect the dots. When geopolitical risk collides with a fragile financial system, reactions don’t stay contained. They COLLAPSE. Oil doesn’t move slowly. It reprices violently. Capital doesn’t rotate calmly. It rushes to safety all at once. And risk assets? They don’t “dip.” They DUMP HARD. This is how chain reactions begin. Because once markets start pricing duration instead of shock, everything changes. Inflation expectations rise. Central banks get trapped. And policy responses come too late. That’s when the real damage happens. This could still pass as a short-term scare. But if markets start pricing escalation into next week... This is no longer noise. This is a regime shift. Not a pullback. Not a buying opportunity. A STRUCTURAL CHANGE in how risk is priced across the system. Pay attention to flows. Watch oil. Watch bonds. Watch volatility. Because once this accelerates, it doesn’t give you time to react. I’ve spent years tracking macro trends and market reactions like this. When the next move becomes clear, I’ll share it here. Follow and turn notifications on. Because by the time it hits the headlines, it’s already too late.
0:14

🚨 WARNING: TOMORROW WILL BE THE WORST DAY OF 2026!! 99% of people will lose everything. Iran just REJECTED all negotiations with the U.S. The peace deal is officially CANCELLED. And the Strait of Hormuz is CLOSED again. When the market opens on Monday, this won’t be “just another dip you can buy.” Stocks will collapse. Metals will dump. Crypto will take the hardest hit. Insiders are already selling. They’re not taking profits. They’re building cash positions because something deeper is starting to break. The dollar is weakening in real time. This is not a one-day shock. This is pressure building across multiple fronts at the same time. And now another layer has been added: The U.S.–Iran peace deal is officially dead. After 2 weeks of negotiations, Iran walked away and rejected the terms. That changes everything. Because when diplomacy fails, uncertainty becomes IMMEDIATE. And markets don’t price “possibility.” They price escalation. There are only a few ways this plays out from here, and they are NOT equal: 1⃣ SOFT OUTCOME Backchannel talks resume, tensions cool, markets stabilize after initial volatility. 2⃣ ESCALATION PHASE No progress, tensions build, and markets begin pricing prolonged conflict risk. 3⃣ HARD BREAK The situation deteriorates rapidly, the Strait of Hormuz remains closed, and the market reprices oil, risk, and global stability in hours. That last one is where things get dangerous. Because this isn’t happening in isolation. At the same time: → Bonds are being sold aggressively → Yields are rising fast → The dollar is losing stability → Liquidity is tightening Now connect the dots. When geopolitical risk collides with a fragile financial system, reactions don’t stay contained. They COLLAPSE. Oil doesn’t move slowly. It reprices violently. Capital doesn’t rotate calmly. It rushes to safety all at once. And risk assets? They don’t “dip.” They DUMP HARD. This is how chain reactions begin. Because once markets start pricing duration instead of shock, everything changes. Inflation expectations rise. Central banks get trapped. And policy responses come too late. That’s when the real damage happens. This could still pass as a short-term scare. But if markets start pricing escalation into next week... This is no longer noise. This is a regime shift. Not a pullback. Not a buying opportunity. A STRUCTURAL CHANGE in how risk is priced across the system. Pay attention to flows. Watch oil. Watch bonds. Watch volatility. Because once this accelerates, it doesn’t give you time to react. I’ve spent years tracking macro trends and market reactions like this. When the next move becomes clear, I’ll share it here. Follow and turn notifications on. Because by the time it hits the headlines, it’s already too late.

0xNobler

1,784,981 просмотров • 3 месяцев назад

The three-body problem is a classic and notoriously difficult question in physics and mathematics. It asks: How do three objects, such as stars, planets, or moons, move under the influence of each other’s gravity? Unlike the simpler two-body problem, which has precise and predictable analytical solutions (like the Earth orbiting the Sun in an ellipse), the three-body problem quickly becomes chaotic and unpredictable. This complexity arises because each object's motion constantly affects, and is affected by, the other two. These gravitational interactions form a tangled and unstable system. In fact, there's no general formula that can solve all three-body scenarios exactly. This was first demonstrated in the 19th century by Henri Poincaré, whose work laid the foundations for chaos theory. While exact solutions remain elusive, scientists have discovered certain special cases where the motion is stable or periodic. One well-known example is the Lagrange points, where three bodies can maintain a stable triangular configuration. However, such neat solutions are rare. Today, thanks to powerful computers, researchers can simulate three-body systems with remarkable accuracy, helping us study triple-star systems, exoplanets, and asteroid dynamics. Yet even small changes in the starting conditions can lead to dramatically different outcomes, highlighting the sensitive dependence on initial conditions that defines chaotic systems. The three-body problem is actually a specific case of the broader n-body problem, where n can be any number of interacting bodies. As n increases, the complexity and unpredictability rise even further. The three-body problem serves as a vivid example of how simple laws of nature, like Newton’s law of gravity, can produce behavior that is intricate, unexpected, and profoundly difficult to predict.
0:16

The three-body problem is a classic and notoriously difficult question in physics and mathematics. It asks: How do three objects, such as stars, planets, or moons, move under the influence of each other’s gravity? Unlike the simpler two-body problem, which has precise and predictable analytical solutions (like the Earth orbiting the Sun in an ellipse), the three-body problem quickly becomes chaotic and unpredictable. This complexity arises because each object's motion constantly affects, and is affected by, the other two. These gravitational interactions form a tangled and unstable system. In fact, there's no general formula that can solve all three-body scenarios exactly. This was first demonstrated in the 19th century by Henri Poincaré, whose work laid the foundations for chaos theory. While exact solutions remain elusive, scientists have discovered certain special cases where the motion is stable or periodic. One well-known example is the Lagrange points, where three bodies can maintain a stable triangular configuration. However, such neat solutions are rare. Today, thanks to powerful computers, researchers can simulate three-body systems with remarkable accuracy, helping us study triple-star systems, exoplanets, and asteroid dynamics. Yet even small changes in the starting conditions can lead to dramatically different outcomes, highlighting the sensitive dependence on initial conditions that defines chaotic systems. The three-body problem is actually a specific case of the broader n-body problem, where n can be any number of interacting bodies. As n increases, the complexity and unpredictability rise even further. The three-body problem serves as a vivid example of how simple laws of nature, like Newton’s law of gravity, can produce behavior that is intricate, unexpected, and profoundly difficult to predict.

Erika 

215,611 просмотров • 1 год назад

🇨🇳 Another great Chinese Model, OmniHuman-1.5 from ByteDance Turns 1 image plus a voice track into expressive avatar video by pairing a System 1 and System 2 inspired planner with a Diffusion Transformer, Produces coherent motion for over 1 minute with moving camera and multi character scenes. Most avatar models move to the beat of the audio but miss meaning, so gestures feel generic and emotions feel shallow. The fix here is a Multimodal LLM planner that listens to the speech and drafts a structured plan describing intent, emotions, beats, and high level actions, which gives the motion engine clear semantic targets instead of only rhythm. The motion engine is a Multimodal Diffusion Transformer that fuses the plan with audio, the single reference image, and optional text prompts, then synthesizes continuous body, face, and head motion that matches both words and tone. A key trick is a Pseudo Last Frame, a synthetic target that summarizes the next expected state, which stabilizes fusion across modalities and keeps motion consistent over long spans. From just 1 image and speech, the system outputs speaking avatars with synchronized lips, context aware gestures, and continuous camera movement, and it also supports multi character interactions without manual choreography. Reported results show strong lip sync accuracy, high video quality, natural motion, and close match to text prompts, and the same setup works on nonhuman characters too.
0:18

🇨🇳 Another great Chinese Model, OmniHuman-1.5 from ByteDance Turns 1 image plus a voice track into expressive avatar video by pairing a System 1 and System 2 inspired planner with a Diffusion Transformer, Produces coherent motion for over 1 minute with moving camera and multi character scenes. Most avatar models move to the beat of the audio but miss meaning, so gestures feel generic and emotions feel shallow. The fix here is a Multimodal LLM planner that listens to the speech and drafts a structured plan describing intent, emotions, beats, and high level actions, which gives the motion engine clear semantic targets instead of only rhythm. The motion engine is a Multimodal Diffusion Transformer that fuses the plan with audio, the single reference image, and optional text prompts, then synthesizes continuous body, face, and head motion that matches both words and tone. A key trick is a Pseudo Last Frame, a synthetic target that summarizes the next expected state, which stabilizes fusion across modalities and keeps motion consistent over long spans. From just 1 image and speech, the system outputs speaking avatars with synchronized lips, context aware gestures, and continuous camera movement, and it also supports multi character interactions without manual choreography. Reported results show strong lip sync accuracy, high video quality, natural motion, and close match to text prompts, and the same setup works on nonhuman characters too.

Rohan Paul

63,859 просмотров • 11 месяцев назад