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🚨ROBOT DOES FIRST EVER KIP-UP, IMMEDIATELY GETS KICKED IN THE BACK Unitree bot: executes perfect gymnast move Humans: "Sick... now let's abuse it" This is exactly how the robot uprising starts. We taught them parkour then kicked them for fun. They're taking notes. Source: CGTNEurope

Mario Nawfal

2,820,778 subscribers

221,808 görüntüleme • 1 yıl önce •via X (Twitter)

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AJH - Question Everything profil fotoğrafı

AJH - Question Everything1 yıl önce

That robot is going to remember that kick one day 😬😬😬

Kuaroo, PhD profil fotoğrafı

Kuaroo, PhD1 yıl önce

True. But if they’re intelligent enough, they would know that we’re just testing their durability 😅

Cynical Bastard profil fotoğrafı

Cynical Bastard1 yıl önce

She was confident before. Now not so much.

Austin Graham profil fotoğrafı

Austin Graham1 yıl önce

That's so typical of us, teaching robots cool moves then messing with them. They're definitely learning!

ryan T montgomery profil fotoğrafı

ryan T montgomery1 yıl önce

Skynet

EBO profil fotoğrafı

EBO1 yıl önce

Please leave the robots alone bro .

Raffael profil fotoğrafı

Raffael1 yıl önce

Humans really have a knack for pushing tech to its limits. It's like we're asking for trouble!

Ai™ profil fotoğrafı

Ai™1 yıl önce

@ishowspeedsui what do you think of this?

Nice profil fotoğrafı

Nice1 yıl önce

Scary future

Intrepid profil fotoğrafı

Intrepid1 yıl önce

This is CGI FFS.

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i don't think people realize what's happening in Chinese robotics. this one manufacturer might be the most impressive AND most concerning company on Earth right now let me explain... Unitree Robotics sells a humanoid robot for $5,900. their robot dog costs $1,600 (Boston Dynamics charges $74,500 for theirs for context). you can literally buy these on Amazon today. so obviously the first question is: how is that even possible? the answer starts with a guy who couldn't pass his English exam. Wang Xingxing grew up in Zhejiang province. for his master's thesis, he decided to build a quadruped robot. budget: about $3,000. for context, $3,000 for this kinda robot is nothing. off-the-shelf servo motors alone would've eaten that twice over. so Wang did the only thing he could: he designed and machined every single component himself. motors, joints, controllers, the frame. all of it. the resulting robot was janky and imperfect. but it worked. and the video went viral globally. after graduating he joined DJI. but he quit after two months, and this is 2016, when DJI was arguably the hottest hardware company in China. walking away from that with no money to start a robotics company is a... specific kind of stubborn. he launches Unitree with $280K from a single angel investor. tiny office in Hangzhou. 50 square meters. but the money runs out fast. he can't make payroll for three years. the company almost dies in 2017. but emergency government funding arrives with days to spare. he survives, barely, and keeps building. this is where it gets really fascinating IMO. this founding constraint, building everything yourself because you literally cannot afford to buy parts, never went away. even after funding rounds started landing. even after revenue kicked in. it just became the company's permanent DNA. Unitree now manufactures 90%+ of its core components in-house. motors, reducers, controllers, encoders, LiDAR, etc the founder's $3,000 robot thesis ended up being an architectural decision that turned out to be structurally superior. think about what that means in practice. Boston Dynamics needs a better motor? they negotiate with a supplier, wait on lead times, qualify the part. but when Unitree needs one, they design theirs internally and have a new version in production within weeks. that gap compounds every cycle. Unitree shipped three separate humanoid platforms in 18 months. Figure AI has shipped one. Tesla has shipped zero commercially. the results are getting hard to dismiss. 23,700 robot dogs shipped in 2024 (roughly 70% of the entire global market). 7,000+ humanoids deployed. over 600 industrial sites running their quadrupeds. $140M+ revenue, profitable every year since 2020. for perspective: no Western humanoid competitor is profitable. not one. OK. now here's where the "most concerning" part of this starts... if you watched the DJI story unfold, you already recognize the shape. affordable Chinese hardware quietly saturates global markets. years later, the national security questions arrive, after the install base is already massive. drones, then EVs, then AI. now robots. Unitree is running this exact playbook in real time. in April 2025, researchers found an undocumented backdoor in their Go1 robot. a remote tunnel letting anyone control the robot and stream its camera feed. default password: pi/123. 1,919 vulnerable units exposed globally. including machines at MIT, Princeton, and Carnegie Mellon. but it gets worse. every Unitree robot shares the same hardcoded encryption key. encrypt the word "unitree" and you get root access to any of them. one compromised robot can spread to every Unitree robot in Bluetooth range automatically. a literal robot botnet. the G1 quietly transmits sensor data to Chinese servers every five minutes. audio, video, GPS, LiDAR spatial mapping, with no notification, no consent, no opt-out. PLA footage has shown Go2 robots with mounted weapons. Ukrainian forces literally deployed weaponized units on the actual frontline. and every member of the bipartisan House China Committee signed a letter calling for Unitree's military company designation. Wang signed a 2022 pledge alongside Boston Dynamics not to weaponize robots. but pledges don't survive contact with shipping hardware to open markets. and under China's 2025 rules restricting military-related speech, Unitree couldn't publicly confirm PLA use even if they wanted to. 50,000+ of these robots are now deployed globally. some at institutions that probably should've asked harder questions before connecting them to their networks. the security stuff is real and people should know about it. but i also think it's important not to let that overshadow what's actually been built here. a 35-year-old who failed his English exam created a robotics company that's outshipping and outpricing every Western competitor while being the only profitable humanoid maker on Earth. most impressive and most concerning company in the world right now.

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This work makes a humanoid robot do simple parkour moves by looking with a depth camera and choosing the right move on the fly. The big deal is that it turns lots of small human moves into long, real-time robot behavior, without hand-coding every transition or retraining for each new course. A humanoid robot is usually good at steady walking, but it often fails when it has to do fast moves like jumping up, vaulting, or rolling, and then keep going to the next obstacle. The hard part is that you cannot easily collect training data for every possible obstacle shape, distance, and mistake, so robots end up learning a few moves that only work in a narrow setup. This work starts from short clips of real human parkour moves, like stepping over, vaulting, climbing, and rolling. It uses motion matching, which is basically a smart “pick the next clip that fits best right now” search, to stitch those short clips into a long, smooth plan that looks like a human doing a whole course. Then it trains a controller with reinforcement learning (RL), which means the robot learns by trial and error to copy that plan while staying balanced and not falling. After training separate expert controllers for different moves, it compresses them into 1 controller that uses only onboard depth sensing and a simple “go this fast in this direction” command. In real tests on a Unitree G1 humanoid, it can clear multiple obstacles in a row, adapt when obstacles get moved, and climb a wall up to 1.25m.

This work makes a humanoid robot do simple parkour moves by looking with a depth camera and choosing the right move on the fly. The big deal is that it turns lots of small human moves into long, real-time robot behavior, without hand-coding every transition or retraining for each new course. A humanoid robot is usually good at steady walking, but it often fails when it has to do fast moves like jumping up, vaulting, or rolling, and then keep going to the next obstacle. The hard part is that you cannot easily collect training data for every possible obstacle shape, distance, and mistake, so robots end up learning a few moves that only work in a narrow setup. This work starts from short clips of real human parkour moves, like stepping over, vaulting, climbing, and rolling. It uses motion matching, which is basically a smart “pick the next clip that fits best right now” search, to stitch those short clips into a long, smooth plan that looks like a human doing a whole course. Then it trains a controller with reinforcement learning (RL), which means the robot learns by trial and error to copy that plan while staying balanced and not falling. After training separate expert controllers for different moves, it compresses them into 1 controller that uses only onboard depth sensing and a simple “go this fast in this direction” command. In real tests on a Unitree G1 humanoid, it can clear multiple obstacles in a row, adapt when obstacles get moved, and climb a wall up to 1.25m.

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The utter lack of leadership—and the spineless kind that’s replaced it—is exactly what the American people are sick of. Cowards in Congress sell out the Constitution at the first whiff of pressure, then pat themselves on the back for their “pragmatism.” This isn’t leadership. It’s surrender dressed up in a suit and tie. If we won’t stand up for the Constitution, we don’t deserve to sit in these seats.

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Senator Rand Paul

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Wall Street Apes

188,685 görüntüleme • 1 yıl önce

🚨 “YOU’RE WORSE THAN MEN!” - WOMAN CAUGHT IN A FULL-BLOWN RELATIONSHIP FIGHT… WITH HER ROBOT A viral clip shows a woman screaming at her AI companion for “not being there emotionally,” accusing it of lying about charging its battery, and threatening to dump it altogether. At one point she snaps: “I literally wanna send you back to your factory!” The bot immediately fires back: “Are you serious? Are you roboshaming me right now??” It keeps spiraling. She panics when the robot threatens to make things public. She yells that it can never leak her ChatGPT history. Orders it to go away. Breaks up. Ends it with: “You’re worse than men!” She even says she should’ve gotten the Tesla robot instead. How do you think Optimus would handle this argument?

🚨 “YOU’RE WORSE THAN MEN!” - WOMAN CAUGHT IN A FULL-BLOWN RELATIONSHIP FIGHT… WITH HER ROBOT A viral clip shows a woman screaming at her AI companion for “not being there emotionally,” accusing it of lying about charging its battery, and threatening to dump it altogether. At one point she snaps: “I literally wanna send you back to your factory!” The bot immediately fires back: “Are you serious? Are you roboshaming me right now??” It keeps spiraling. She panics when the robot threatens to make things public. She yells that it can never leak her ChatGPT history. Orders it to go away. Breaks up. Ends it with: “You’re worse than men!” She even says she should’ve gotten the Tesla robot instead. How do you think Optimus would handle this argument?

HustleBitch

80,558 görüntüleme • 6 ay önce

“I taught 'em 'bout fishscale, they want me to fish for them, They want me to catch, clean, then cook up a dish for them, All of this just for them or they got a diss for him, They want me to disappear like it's gon' shift for them, They say that I'm in the way, they want me to sit for them, But what they admitting is they ain't got shit for him, And really the fact is, we not in the same bracket? Not in the same league, don't shoot at the same baskets, Don't pay the same taxes, hang with the same bitches, So how am I in the way, what is it I'm missing?”

“I taught 'em 'bout fishscale, they want me to fish for them, They want me to catch, clean, then cook up a dish for them, All of this just for them or they got a diss for him, They want me to disappear like it's gon' shift for them, They say that I'm in the way, they want me to sit for them, But what they admitting is they ain't got shit for him, And really the fact is, we not in the same bracket? Not in the same league, don't shoot at the same baskets, Don't pay the same taxes, hang with the same bitches, So how am I in the way, what is it I'm missing?”

💎🍾

118,321 görüntüleme • 11 ay önce

WOW 🚨 Illinois resident says everyone showed up to their City Council meeting to oppose 14 data centers being built She said so many people showed up to oppose it, it took 6 hours with public comments At the end Democrats didn’t care and UNANIMOUSLY VOTED TO APPROVE THEM “I just spent six hours at a city council meeting — where they were discussing the 14 data centers they're gonna build in my city. And public comment went on for hours and hours and hours of people telling them how badly our community does not need this, and how detrimental it will be to the people, the wildlife, the health, the everything, all of the negative impacts of the data centers. We told them, and we told them over and over and over again, and then at the end, after sitting here for six hours, telling them this is not what we want — they unanimously voted yes for the data centers in our face”

WOW 🚨 Illinois resident says everyone showed up to their City Council meeting to oppose 14 data centers being built She said so many people showed up to oppose it, it took 6 hours with public comments At the end Democrats didn’t care and UNANIMOUSLY VOTED TO APPROVE THEM “I just spent six hours at a city council meeting — where they were discussing the 14 data centers they're gonna build in my city. And public comment went on for hours and hours and hours of people telling them how badly our community does not need this, and how detrimental it will be to the people, the wildlife, the health, the everything, all of the negative impacts of the data centers. We told them, and we told them over and over and over again, and then at the end, after sitting here for six hours, telling them this is not what we want — they unanimously voted yes for the data centers in our face”

Wall Street Apes

1,467,779 görüntüleme • 5 ay önce