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THE ROBOTS AREN’T COMING... THEY’RE HERE Amazon? Flexing with 750,000 robots that outpace humans every time. In China, robots are pumping gas. In kitchens, robot chefs are cooking meals from 5 million recipes like it's nothing. Meanwhile, Boston Dynamics built camera bots that do backflips and shoot movies better... show more

Mario Nawfal

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54,178 次观看 • 1 年前 •via X (Twitter)

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AI ISN’T COMING FOR YOUR JOB - IT'S ALREADY TAKING IT Remember when experts said automation would be gradual? Since 2021 Amazon has swapped out 100,000 workers for 750,000 robots. Trucking? There are 3.6M drivers in the U.S, but AI semis are already rolling. “2030” is the official doomsday, but the robots don’t read calendars. Hospitals now use AI to detect cancer faster than doctors. It doesn’t need malpractice insurance. And grocery stores? They’re building “dark stores” where robots shop in secret. No humans. No lines. Just cold, efficient capitalism. Still think your job’s safe? Good luck competing with a machine that doesn’t need health insurance or coffee breaks. Source: Jakevsthestate

AI ISN’T COMING FOR YOUR JOB - IT'S ALREADY TAKING IT Remember when experts said automation would be gradual? Since 2021 Amazon has swapped out 100,000 workers for 750,000 robots. Trucking? There are 3.6M drivers in the U.S, but AI semis are already rolling. “2030” is the official doomsday, but the robots don’t read calendars. Hospitals now use AI to detect cancer faster than doctors. It doesn’t need malpractice insurance. And grocery stores? They’re building “dark stores” where robots shop in secret. No humans. No lines. Just cold, efficient capitalism. Still think your job’s safe? Good luck competing with a machine that doesn’t need health insurance or coffee breaks. Source: Jakevsthestate

Mario Nawfal

202,638 次观看 • 1 年前

No freaking way… China is already out here with humanoid robots doing real everyday tasks like it’s nothing. We’re not even in 2030 yet and they’re training these things for actual work. This is either the future we wanted… or the one we should be terrified of. Doesn't matter because it's coming regardless of what we think! Video from moh_in_shenzhen on IG

No freaking way… China is already out here with humanoid robots doing real everyday tasks like it’s nothing. We’re not even in 2030 yet and they’re training these things for actual work. This is either the future we wanted… or the one we should be terrified of. Doesn't matter because it's coming regardless of what we think! Video from moh_in_shenzhen on IG

Desiree

532,409 次观看 • 2 个月前

What if robots could learn real-world tasks from your perspective… without ever touching a robot? This is a system that trains robot policies using nothing but human-first, egocentric video data from smart glasses. No robots, no teleop, no sensors, just humans doing real tasks in the real world. Why it matters ✅ Learns robot policies from 20 minutes of human video; zero robot demos ✅ Generalizes to new objects, views, and even robot morphologies ✅ Uses 3D points for interpretable, spatially grounded learning ✅ Deploys directly to real-world robots with strong zero-shot success Thank you, Vincent Liu, for sharing!!! Learn more here: 🔗 Paper: 🌐 Website: 📍 BOOKMARK FOR LATER

What if robots could learn real-world tasks from your perspective… without ever touching a robot? This is a system that trains robot policies using nothing but human-first, egocentric video data from smart glasses. No robots, no teleop, no sensors, just humans doing real tasks in the real world. Why it matters ✅ Learns robot policies from 20 minutes of human video; zero robot demos ✅ Generalizes to new objects, views, and even robot morphologies ✅ Uses 3D points for interpretable, spatially grounded learning ✅ Deploys directly to real-world robots with strong zero-shot success Thank you, Vincent Liu, for sharing!!! Learn more here: 🔗 Paper: 🌐 Website: 📍 BOOKMARK FOR LATER

Ilir Aliu - eu/acc

10,509 次观看 • 1 年前

China’s construction tech is on another level! If you still picture construction sites with tones of workers swinging hammers, you’re officially stuck in the 90s. In China they’re out here building skyscrapers like it’s a speedrun challenge, with a tech stack that would make Silicon Valley jealous. AI-Powered Smart Sites Drones, IoT sensors, and AI are managing construction sites better than some human managers. Real-time safety alerts, automated progress tracking, and even predictive maintenance are standard tools, not fancy bonuses. Green Building Technologies Solar panels built into facades. Rainwater harvesting embedded into skyscrapers. Buildings that regulate their own temperature to save energy, not future dreams, but today’s standards. Robotics in Construction From brick-laying robots to rebar-tying machines, construction crews in China now have mechanical teammates with no lunch breaks, no grumbling. Welcome to Construction 2.0 (China Edition) Humans supervising, robots building! Gone are the days when a construction site meant a hundred+ guys with shovels. In China’s construction sites today, the machines are the real MVPs, humans mostly sip coffee and supervise. Bricklaying Human hands? Please. Robotic arms now lay bricks faster, straighter, and neater than your uncle’s weekend DIY projects. Some can lay 1,000+ bricks an hour and never ask for overtime. Excavation Remember digging trenches with shovels? That’s adorable. Now AI-guided autonomous excavators carve the earth with GPS-level precision while operators chill in air-conditioned control rooms. Concrete Pouring Giant robotic nozzles squeezing out entire building frames like they’re icing a wedding cake. Layers and layers, no sweat, no mess, no “oops, we need to redo that wall.” Welding You think shaky human hands are still melting steel together? Nah. Robot welders buzz and spark with perfect, tireless accuracy, even in places that are too risky for humans to reach. Inspection Sending humans to climb scaffolding 50 stories up? Very 2002. Now drones buzz around construction sites like paparazzi, scanning every beam, bolt, and brick, spotting defects before a human eye would even blink. Material Transport Why carry things manually when you can have self-driving forklifts and delivery bots moving steel, concrete, and pipes faster than an Amazon Prime truck? Site Monitoring Forget some guy in a neon vest wandering around with a clipboard. Today it’s AI-driven command centers tracking thousands of data points: worker safety, machinery health, material delivery schedules all from one giant screen. Project Planning Old: Paper blueprints and arguing architects. New: AI and BIM (Building Information Modeling) simulate the entire building in virtual reality before the first brick is even printed. This video shows how construction sites in China are now using robots to handle tasks like rebar placement, concrete pouring, and polishing, which has led to a 50% reduction in the workforce at some projects. The robots are proving to be more efficient, with one project's furnace robot achieving a 20% efficiency increase in just 5 days, saving 5% on labor costs. The construction company is developing even more advanced robots for future use as they work to improve smart construction technology for widespread real-time application. At China’s next-gen construction sites, humans don’t sweat, they strategize. Machines are not seen as luxury, they are seen as a necessity. Why does it matter? China is using 5G, AI, IoT, and robotics to build entire smart cities. And when the world comes looking for fast, sustainable, and scalable construction models… guess who’s already handing out the blueprints? Next time you hear: ‘Made in China,’ think bigger, it is: ‘Engineered for the future in China.’

China’s construction tech is on another level! If you still picture construction sites with tones of workers swinging hammers, you’re officially stuck in the 90s. In China they’re out here building skyscrapers like it’s a speedrun challenge, with a tech stack that would make Silicon Valley jealous. AI-Powered Smart Sites Drones, IoT sensors, and AI are managing construction sites better than some human managers. Real-time safety alerts, automated progress tracking, and even predictive maintenance are standard tools, not fancy bonuses. Green Building Technologies Solar panels built into facades. Rainwater harvesting embedded into skyscrapers. Buildings that regulate their own temperature to save energy, not future dreams, but today’s standards. Robotics in Construction From brick-laying robots to rebar-tying machines, construction crews in China now have mechanical teammates with no lunch breaks, no grumbling. Welcome to Construction 2.0 (China Edition) Humans supervising, robots building! Gone are the days when a construction site meant a hundred+ guys with shovels. In China’s construction sites today, the machines are the real MVPs, humans mostly sip coffee and supervise. Bricklaying Human hands? Please. Robotic arms now lay bricks faster, straighter, and neater than your uncle’s weekend DIY projects. Some can lay 1,000+ bricks an hour and never ask for overtime. Excavation Remember digging trenches with shovels? That’s adorable. Now AI-guided autonomous excavators carve the earth with GPS-level precision while operators chill in air-conditioned control rooms. Concrete Pouring Giant robotic nozzles squeezing out entire building frames like they’re icing a wedding cake. Layers and layers, no sweat, no mess, no “oops, we need to redo that wall.” Welding You think shaky human hands are still melting steel together? Nah. Robot welders buzz and spark with perfect, tireless accuracy, even in places that are too risky for humans to reach. Inspection Sending humans to climb scaffolding 50 stories up? Very 2002. Now drones buzz around construction sites like paparazzi, scanning every beam, bolt, and brick, spotting defects before a human eye would even blink. Material Transport Why carry things manually when you can have self-driving forklifts and delivery bots moving steel, concrete, and pipes faster than an Amazon Prime truck? Site Monitoring Forget some guy in a neon vest wandering around with a clipboard. Today it’s AI-driven command centers tracking thousands of data points: worker safety, machinery health, material delivery schedules all from one giant screen. Project Planning Old: Paper blueprints and arguing architects. New: AI and BIM (Building Information Modeling) simulate the entire building in virtual reality before the first brick is even printed. This video shows how construction sites in China are now using robots to handle tasks like rebar placement, concrete pouring, and polishing, which has led to a 50% reduction in the workforce at some projects. The robots are proving to be more efficient, with one project's furnace robot achieving a 20% efficiency increase in just 5 days, saving 5% on labor costs. The construction company is developing even more advanced robots for future use as they work to improve smart construction technology for widespread real-time application. At China’s next-gen construction sites, humans don’t sweat, they strategize. Machines are not seen as luxury, they are seen as a necessity. Why does it matter? China is using 5G, AI, IoT, and robotics to build entire smart cities. And when the world comes looking for fast, sustainable, and scalable construction models… guess who’s already handing out the blueprints? Next time you hear: ‘Made in China,’ think bigger, it is: ‘Engineered for the future in China.’

Evrim Kanbur

71,826 次观看 • 1 年前

Humans are cooked. 😳 China just hosted the world's first robot-led gala show, 60 minutes of humanoid robots performing live on stage. Not a tech demo. Not a 30-second clip from a lab. A full entertainment show during the Chinese Spring Festival with 12 performances including dance, magic, comedy, martial arts, and a fashion runway. The robots did backflips. Let me say that again. The robots. Did. Backflips. AGIBOT G2 humanoid robots and D1 quadruped robots performed in perfectly synchronized formations…. rapid turns, group choreography, runway walks.. transitioning seamlessly between segments for a full hour. But here's what actually blew my mind: In one segment, human dancers performed alongside the robots in coordinated routines. Real-time alignment between human movement and robotic motion. You couldn't tell who was leading. In another, quadruped robots dressed as pandas danced with children on stage. And in the corner? A sign-language translation robot was providing barrier-free access for hearing-impaired viewers. This wasn't entertainment. This was a statement. Some context most people are missing: AGIBOT shipped over 5,000 humanoid robots in 2025. They're ranked #1 globally in humanoid robot shipments. The company was founded by a former Huawei "Genius Youth" engineer just 3 years ago. Three. Years. Meanwhile, Boston Dynamics has been at it for 32 years and still doesn't have a consumer product on the market. China isn't just catching up in robotics. They're lapping us while doing backflips. And the craziest part? You can now rent these same robots for events through their platform, starting at 999 yuan. That's about $140. The future isn't coming. It's performing on stage, doing backflips, and it costs less than your Costco run. AGIBOT #AGIBOT NIGHT #RobotsHumanoides #ArtesMarcialesChinas

Humans are cooked. 😳 China just hosted the world's first robot-led gala show, 60 minutes of humanoid robots performing live on stage. Not a tech demo. Not a 30-second clip from a lab. A full entertainment show during the Chinese Spring Festival with 12 performances including dance, magic, comedy, martial arts, and a fashion runway. The robots did backflips. Let me say that again. The robots. Did. Backflips. AGIBOT G2 humanoid robots and D1 quadruped robots performed in perfectly synchronized formations…. rapid turns, group choreography, runway walks.. transitioning seamlessly between segments for a full hour. But here's what actually blew my mind: In one segment, human dancers performed alongside the robots in coordinated routines. Real-time alignment between human movement and robotic motion. You couldn't tell who was leading. In another, quadruped robots dressed as pandas danced with children on stage. And in the corner? A sign-language translation robot was providing barrier-free access for hearing-impaired viewers. This wasn't entertainment. This was a statement. Some context most people are missing: AGIBOT shipped over 5,000 humanoid robots in 2025. They're ranked #1 globally in humanoid robot shipments. The company was founded by a former Huawei "Genius Youth" engineer just 3 years ago. Three. Years. Meanwhile, Boston Dynamics has been at it for 32 years and still doesn't have a consumer product on the market. China isn't just catching up in robotics. They're lapping us while doing backflips. And the craziest part? You can now rent these same robots for events through their platform, starting at 999 yuan. That's about $140. The future isn't coming. It's performing on stage, doing backflips, and it costs less than your Costco run. AGIBOT #AGIBOT NIGHT #RobotsHumanoides #ArtesMarcialesChinas

Shruti

104,721 次观看 • 6 个月前

Erik Voorhees on the crypto UX realisation that took 15 years "Crypto has always had this UX challenge with humans. Every time you go to a crypto conference, whether it was back in 2011 or tomorrow, people talk about how do you make this stuff more usable to people" "It seems like perhaps it's just much more usable for robots and the machines and the AI, and that crypto is actually built for the machines and we didn't know it. The machines are now going to start running on the stuff and utilizing it" "They have no trouble with public key pairs, that's easy for them" "I don't see a future where the robots are using bank accounts at Wells Fargo. I do see a future where they're using crypto assets on decentralized rails"

Erik Voorhees on the crypto UX realisation that took 15 years "Crypto has always had this UX challenge with humans. Every time you go to a crypto conference, whether it was back in 2011 or tomorrow, people talk about how do you make this stuff more usable to people" "It seems like perhaps it's just much more usable for robots and the machines and the AI, and that crypto is actually built for the machines and we didn't know it. The machines are now going to start running on the stuff and utilizing it" "They have no trouble with public key pairs, that's easy for them" "I don't see a future where the robots are using bank accounts at Wells Fargo. I do see a future where they're using crypto assets on decentralized rails"

Laura Shin

48,236 次观看 • 2 天前

.travis kalanick on the vision for Atoms in food: meals made and delivered by robots that approach the cost of grocery shopping. "Mission on the food side is infrastructure for better food. Industrial real estate for broad manufacturing and distribution of super high-quality meals, automated production, robotics to make it, and robotic couriers to move it to your house, so efficient it approaches the cost of going to the grocery store." "We know that in 100 years there'll be robots that make food, it'll be like The Jetsons. Most people would say, of course, in 20 years. The real question is, is it five or is it 10?" "When robots are doing it, you get exactly to the gram what you asked for. I can imagine people doing blood work and then getting a meal plan, and it will be exactly as it should be." "We're in 30 countries, several hundred facilities, no more than 15 minutes away from anybody in the major cities. Our robots right now can make any bowl, but eventually it's just any meal. Why wouldn't you pay $8 or $10 for a meal that's prepared and delivered, super high quality, exactly to the gram, and gives you your time back?"

.travis kalanick on the vision for Atoms in food: meals made and delivered by robots that approach the cost of grocery shopping. "Mission on the food side is infrastructure for better food. Industrial real estate for broad manufacturing and distribution of super high-quality meals, automated production, robotics to make it, and robotic couriers to move it to your house, so efficient it approaches the cost of going to the grocery store." "We know that in 100 years there'll be robots that make food, it'll be like The Jetsons. Most people would say, of course, in 20 years. The real question is, is it five or is it 10?" "When robots are doing it, you get exactly to the gram what you asked for. I can imagine people doing blood work and then getting a meal plan, and it will be exactly as it should be." "We're in 30 countries, several hundred facilities, no more than 15 minutes away from anybody in the major cities. Our robots right now can make any bowl, but eventually it's just any meal. Why wouldn't you pay $8 or $10 for a meal that's prepared and delivered, super high quality, exactly to the gram, and gives you your time back?"

MTS

11,083 次观看 • 1 个月前

WOW 🚨 DC Lobbyist exposes the real reason Democrats are keeping the government shutdown is because they’re being paid off “It has to do with dark money from the billion dollar health insurance companies” Also, even while the federal government is shutdown, the Big Health Insurance Companies are getting funneled our tax money “I understand why this shutdown is happening because I've been scratching my head, like, why would the Democrats be shutting down the government, depriving federal workers in the military of basically pay in food and then depriving the military of their health care through TRICARE. — It has to do with the f*cking insurance companies.” “So I found out these people, even Even though the government shut down because of the ACA, their payments every month are coming directly from the Treasury to their bank accounts. So the insurance companies, UnitedHealthcare, Aetna, Molina, Kaiser, they are getting paid right now, mandatory pay every single month while the federal workers and the military get nothing. And so now it's finally making sense. This has nothing to do with healthcare. “It has to do with dark money from the billion dollar insurance companies. Because keep in mind, if they lose the ACA credits for next year, they're not going to get any of that money. They won't get any of that money. So even though the tax credits are tax credits, what actually happens is these tax credits get paid on behalf of you, the insured, and they go directly to the insurance companies. So that's why the Democrats are fighting so hard on this. That's nothing. It has to do with people's premiums. It has to do with the fucking insurance companies not getting billions and billions and billions of dollars in January and next year.” “It's about the billion dollar insurance companies. And so everyone in, at least the talking points of the Democrats are like, oh, the premiums are going to go up. Why don't you hold the insurance companies accountable? These are not market rates. They're setting the premiums. They're the ones that are deciding to keep human beings without Health Care. That has nothing to do with what the government does. — They own the hospitals, and the providers are setting. These obscene rates for procedures. And so then they're making money off of the hospitals. This entire shutdown has nothing to do with health care and everything to do with the billion dollar corporations United Health Care, Aetna, Kaiser, Molina, they are the ones that are keeping the government shut down right now”

WOW 🚨 DC Lobbyist exposes the real reason Democrats are keeping the government shutdown is because they’re being paid off “It has to do with dark money from the billion dollar health insurance companies” Also, even while the federal government is shutdown, the Big Health Insurance Companies are getting funneled our tax money “I understand why this shutdown is happening because I've been scratching my head, like, why would the Democrats be shutting down the government, depriving federal workers in the military of basically pay in food and then depriving the military of their health care through TRICARE. — It has to do with the f*cking insurance companies.” “So I found out these people, even Even though the government shut down because of the ACA, their payments every month are coming directly from the Treasury to their bank accounts. So the insurance companies, UnitedHealthcare, Aetna, Molina, Kaiser, they are getting paid right now, mandatory pay every single month while the federal workers and the military get nothing. And so now it's finally making sense. This has nothing to do with healthcare. “It has to do with dark money from the billion dollar insurance companies. Because keep in mind, if they lose the ACA credits for next year, they're not going to get any of that money. They won't get any of that money. So even though the tax credits are tax credits, what actually happens is these tax credits get paid on behalf of you, the insured, and they go directly to the insurance companies. So that's why the Democrats are fighting so hard on this. That's nothing. It has to do with people's premiums. It has to do with the fucking insurance companies not getting billions and billions and billions of dollars in January and next year.” “It's about the billion dollar insurance companies. And so everyone in, at least the talking points of the Democrats are like, oh, the premiums are going to go up. Why don't you hold the insurance companies accountable? These are not market rates. They're setting the premiums. They're the ones that are deciding to keep human beings without Health Care. That has nothing to do with what the government does. — They own the hospitals, and the providers are setting. These obscene rates for procedures. And so then they're making money off of the hospitals. This entire shutdown has nothing to do with health care and everything to do with the billion dollar corporations United Health Care, Aetna, Kaiser, Molina, they are the ones that are keeping the government shut down right now”

Wall Street Apes

516,963 次观看 • 10 个月前

Elon just dropped a MAJOR nugget on how Tesla is going to be training Optimus to do real world tasks. They are building an Optimus Academy, which is a large scale, dedicated real-world training facility to accelerate the development of Optimus. The Academy will deploy thousands of Optimus units, potentially 10,000 to 30,000 robots, in a controlled realistic environment where they perform self-play, experiment with tasks, iterate on behaviors, and continuously generate training data through trial and error. The Tesla bots will also run millions of simulations in Tesla’s high-fidelity physics-accurate engine, allowing Optimus to close the “sim-to-real gap” by using these real-world observations to refine and validate the simulations! “You’re actually highlighting an important limitation and difference from cars. We’ll soon have 10 million cars on the road. It’s hard to duplicate that massive training flywheel. For the robot, what we’re going to need to do is build a lot of robots and put them in kind of an Optimus Academy so they can do self-play in reality. We’re actually building that out. We can have at least 10,000 Optimus robots, maybe 20-30,000, that are doing self-play and testing different tasks. Tesla has quite a good reality generator, a physics-accurate reality generator, that we made for the cars. We’ll do the same thing for the robots. We actually have done that for the robots. So you have a few tens of thousands of humanoid robots doing different tasks. You can do millions of simulated robots in the simulated world. You use the tens of thousands of robots in the real world to close the simulation to reality gap. Close the sim-to-real gap.”

Elon just dropped a MAJOR nugget on how Tesla is going to be training Optimus to do real world tasks. They are building an Optimus Academy, which is a large scale, dedicated real-world training facility to accelerate the development of Optimus. The Academy will deploy thousands of Optimus units, potentially 10,000 to 30,000 robots, in a controlled realistic environment where they perform self-play, experiment with tasks, iterate on behaviors, and continuously generate training data through trial and error. The Tesla bots will also run millions of simulations in Tesla’s high-fidelity physics-accurate engine, allowing Optimus to close the “sim-to-real gap” by using these real-world observations to refine and validate the simulations! “You’re actually highlighting an important limitation and difference from cars. We’ll soon have 10 million cars on the road. It’s hard to duplicate that massive training flywheel. For the robot, what we’re going to need to do is build a lot of robots and put them in kind of an Optimus Academy so they can do self-play in reality. We’re actually building that out. We can have at least 10,000 Optimus robots, maybe 20-30,000, that are doing self-play and testing different tasks. Tesla has quite a good reality generator, a physics-accurate reality generator, that we made for the cars. We’ll do the same thing for the robots. We actually have done that for the robots. So you have a few tens of thousands of humanoid robots doing different tasks. You can do millions of simulated robots in the simulated world. You use the tens of thousands of robots in the real world to close the simulation to reality gap. Close the sim-to-real gap.”

Teslaconomics

42,563 次观看 • 6 个月前

Andrew Gallimore: "Some people are getting banned from the DMT realm" "Mantis beings are even punching people in the face" He told AJ from The Why Files how one person described a mantis being punching a user in the face right as they entered the space. The punch was felt and the entire experience ended instantly. The user snapped back to baseline consciousness with the effects just gone like that. People report getting a big X in their field of vision that says no entry. Or an entity that wags its finger and says no no no. Or a clear message that you are not welcome here and we are not letting you in. This is called a lockout. It can last for months or years. Unlike normal tolerance that builds gradually this functions like an on off switch with no straightforward pharmacological explanation. These consistent accounts from regular DMT users continue to raise deep questions about what is actually encountered in that space.

Andrew Gallimore: "Some people are getting banned from the DMT realm" "Mantis beings are even punching people in the face" He told AJ from The Why Files how one person described a mantis being punching a user in the face right as they entered the space. The punch was felt and the entire experience ended instantly. The user snapped back to baseline consciousness with the effects just gone like that. People report getting a big X in their field of vision that says no entry. Or an entity that wags its finger and says no no no. Or a clear message that you are not welcome here and we are not letting you in. This is called a lockout. It can last for months or years. Unlike normal tolerance that builds gradually this functions like an on off switch with no straightforward pharmacological explanation. These consistent accounts from regular DMT users continue to raise deep questions about what is actually encountered in that space.

Interstellar

247,581 次观看 • 2 个月前

Here is a human assembling a BMW engine by hand. Hundreds of components. Micron tolerances. Dozens of hours. So what's better here—a human or a robot❓ 🤖 Robots win at: - Repeatability. Same torque, same angle, every time. - Speed on defined tasks. Honda automates piston installation at 9,000/day. - No fatigue. Shift 47 is identical to shift 1. 👨‍🏭 Humans win at: - Feeling what they can't see. Half of engine assembly is blind. - Force intuition. Knowing "seated" from "about to crack." - Compliant manipulation. That instinctive wiggle to get a part to drop in. - Handling variance. Mercedes pulled robots off the S-Class line because they couldn't adapt to option variability. - Deformables. Wiring harnesses, gaskets, hoses—nothing predictable. - Recovery. When something's wrong, humans adapt. Robots halt. ✅ Right now, the answer is both. Robots handle the repetitive subassemblies. Humans handle everything that requires judgment, feeling, and adaptation. The day a humanoid can do this end-to-end is the day manipulation is solved.

Here is a human assembling a BMW engine by hand. Hundreds of components. Micron tolerances. Dozens of hours. So what's better here—a human or a robot❓ 🤖 Robots win at: - Repeatability. Same torque, same angle, every time. - Speed on defined tasks. Honda automates piston installation at 9,000/day. - No fatigue. Shift 47 is identical to shift 1. 👨‍🏭 Humans win at: - Feeling what they can't see. Half of engine assembly is blind. - Force intuition. Knowing "seated" from "about to crack." - Compliant manipulation. That instinctive wiggle to get a part to drop in. - Handling variance. Mercedes pulled robots off the S-Class line because they couldn't adapt to option variability. - Deformables. Wiring harnesses, gaskets, hoses—nothing predictable. - Recovery. When something's wrong, humans adapt. Robots halt. ✅ Right now, the answer is both. Robots handle the repetitive subassemblies. Humans handle everything that requires judgment, feeling, and adaptation. The day a humanoid can do this end-to-end is the day manipulation is solved.

Jack 🤖

379,855 次观看 • 8 个月前

🚨 EXCLUSIVE: A Portland resident, who lives just 50 FT from the ICE facility, LAMBASTS the city for not quelling riots PORTLAND NEEDS NATIONAL GUARD! “It’s RIDICULOUS… What they’re doing to these people that live here — that’ve been in the Iraq War and Desert Storm with PTSD … SHAKING in the elevator.” “I see families, little kids CRYING. I just get pissed off.” “They already shut the school down [across the street]. They won’t even let the kids do that daycare!” The resident says the city council and police are doing NOTHING to enforce noise ordinances. And of course they aren’t. Because they’re fully on the side of Antifa thugs.

🚨 EXCLUSIVE: A Portland resident, who lives just 50 FT from the ICE facility, LAMBASTS the city for not quelling riots PORTLAND NEEDS NATIONAL GUARD! “It’s RIDICULOUS… What they’re doing to these people that live here — that’ve been in the Iraq War and Desert Storm with PTSD … SHAKING in the elevator.” “I see families, little kids CRYING. I just get pissed off.” “They already shut the school down [across the street]. They won’t even let the kids do that daycare!” The resident says the city council and police are doing NOTHING to enforce noise ordinances. And of course they aren’t. Because they’re fully on the side of Antifa thugs.

Nick Sortor

471,810 次观看 • 10 个月前

Godfather of AI Yann LeCun reveals the humanoid robot industry's secret: the companies building the robots have no idea how to make them smart enough to be useful. "There is a lot of expectations that robotics is going to be a revolution, essentially, in a big market, eventually." "But the secret of the industry is that none of the companies at the moment that are building robots, like humanoid robots, none of those companies has any idea how to make those robots smart enough to be useful." "There's a big push for AI to make progress towards... understanding the physical world. That's what is prompting this investment." "There's nothing wrong with investing in LLMs. LLMs are useful. They're just addressing a completely different set of applications, really." LeCun is not describing someone else's problem. He has spent 15 years on world models, raised more than $1 billion for AMI Labs to build that missing intelligence layer, and in the same interview he calls 2026 the year of the world model and puts consumer robots 3 to 5 years out. Every humanoid robot demo you have seen is a body waiting for a brain. The winner in robotics will not be the company that shipped the body; it will be the one that ships the intelligence. - Yann LeCun (Yann LeCun), Turing Award winner and founder of AMI Labs, on Bloomberg Television.

Godfather of AI Yann LeCun reveals the humanoid robot industry's secret: the companies building the robots have no idea how to make them smart enough to be useful. "There is a lot of expectations that robotics is going to be a revolution, essentially, in a big market, eventually." "But the secret of the industry is that none of the companies at the moment that are building robots, like humanoid robots, none of those companies has any idea how to make those robots smart enough to be useful." "There's a big push for AI to make progress towards... understanding the physical world. That's what is prompting this investment." "There's nothing wrong with investing in LLMs. LLMs are useful. They're just addressing a completely different set of applications, really." LeCun is not describing someone else's problem. He has spent 15 years on world models, raised more than $1 billion for AMI Labs to build that missing intelligence layer, and in the same interview he calls 2026 the year of the world model and puts consumer robots 3 to 5 years out. Every humanoid robot demo you have seen is a body waiting for a brain. The winner in robotics will not be the company that shipped the body; it will be the one that ships the intelligence. - Yann LeCun (Yann LeCun), Turing Award winner and founder of AMI Labs, on Bloomberg Television.

Karl Mehta

44,425 次观看 • 1 个月前