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Physical AI shouldn’t just stay in research labs. Last week, MakerMods brought XLeRobot to middle school students in Macau 🇲🇴 (PCMSCO) Students didn’t watch slides. They built a robot arm. Teleoperated it. Recorded clean demonstrations. Saw how VLA systems turn human motion into autonomous behavior. No hype. Just fundamentals.... show more

Ryan Chan

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28,345 views • 5 months ago •via X (Twitter)

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Most people pay $50,000 for an MBA to learn what Chamath just taught Stanford students for free in one session. No tuition, no application, no waitlist, just Chamath Palihapitiya sitting in a Stanford lecture hall telling students exactly how to win in the AI era. The man who backed Facebook at $500M valuation and built a $1.5B fund just gave away his playbook for free. Watch it, bookmark it, send it to someone who needs it.

Most people pay $50,000 for an MBA to learn what Chamath just taught Stanford students for free in one session. No tuition, no application, no waitlist, just Chamath Palihapitiya sitting in a Stanford lecture hall telling students exactly how to win in the AI era. The man who backed Facebook at $500M valuation and built a $1.5B fund just gave away his playbook for free. Watch it, bookmark it, send it to someone who needs it.

Defileo🔮

19,004 views • 2 months ago

We’ve just stepped into the future. Our AI, CERE, no longer just talks… It walks, moves, and interacts with you in real time! Cere Thanks to our integration with Robot TEMI, CERE is now embodied as a physical being: Meet Robot CERE! And with its GenAI integration, it can now talk to you on the spot. We’ve brought artificial intelligence into the physical world. Unveiled today at the expo — Tomorrow, it might be in your home, your office, or even on the street. Get ready: Technology is no longer just code — Cerebrum Tech #CERE #RobotCERE #ArtificialIntelligence #Robotics #CerebrumTech #AI #FutureTech

We’ve just stepped into the future. Our AI, CERE, no longer just talks… It walks, moves, and interacts with you in real time! Cere Thanks to our integration with Robot TEMI, CERE is now embodied as a physical being: Meet Robot CERE! And with its GenAI integration, it can now talk to you on the spot. We’ve brought artificial intelligence into the physical world. Unveiled today at the expo — Tomorrow, it might be in your home, your office, or even on the street. Get ready: Technology is no longer just code — Cerebrum Tech #CERE #RobotCERE #ArtificialIntelligence #Robotics #CerebrumTech #AI #FutureTech

Dr. R.Erdem ERKUL

367,264 views • 1 year ago

OMG Students at Free State High School in Kansas say the school advertised the anti-ICE student protest and assured students they wouldn’t face any consequences for staging a walkout in middle of school to scream about ICE. The school eve gave out hand warmers so they can comfortably hold their anti-ICE and anti-Trump signs and teachers even joined them in the walk-out. This school is clearly just a left-wing indoctrination camp which will turn your kid into a left-wing activist. Parents, BEWARE

OMG Students at Free State High School in Kansas say the school advertised the anti-ICE student protest and assured students they wouldn’t face any consequences for staging a walkout in middle of school to scream about ICE. The school eve gave out hand warmers so they can comfortably hold their anti-ICE and anti-Trump signs and teachers even joined them in the walk-out. This school is clearly just a left-wing indoctrination camp which will turn your kid into a left-wing activist. Parents, BEWARE

Libs of TikTok

678,553 views • 6 months ago

Jensen Huang says agentic AI is not a chatbot. It is a "digital robot" -- and the next bottleneck is not the model. It is first-person data. "Agentic AI is just a digital robot. It understands, it reasons, it plans, and it acts and uses tools." Then he makes the bigger jump: "The world's video data is from a third person, not first person. And so agentic systems, robotic systems, physical AI -- the data is the hardest problem." That is the hidden constraint in robotics. LLMs got the internet. Physical AI needs demonstrations, synthetic worlds, reinforcement learning, and first-person experience. This is why Jensen keeps calling it a stack: robots are not waiting for one magical model. They need the data engine, the simulator, the reward system, the runtime, and the computer. The next wave of AI is not just software that talks. It is software that sees, plans, acts, and eventually moves through the world.

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Karl Mehta

14,140 views • 1 month ago

Grade 6 to 8 students celebrate October 7 at the "highly respected" Thomas Street Middle School — just outside Toronto in Mississauga. Our education system is 💩. It must be flushed. This is from last year. How will they waste tax dollars on hate and indoctrination this year?

Grade 6 to 8 students celebrate October 7 at the "highly respected" Thomas Street Middle School — just outside Toronto in Mississauga. Our education system is 💩. It must be flushed. This is from last year. How will they waste tax dollars on hate and indoctrination this year?

dahlia kurtz ✡︎ דליה קורץ

18,864 views • 10 months ago

Today I assembled the first batch of reBot DevArm in the U.S! First one on the planet! 🇺🇸⚙️ But this isn’t about a robot arm. This is about what happens when open source hits robotics. For years: •Hardware was locked •Robotics was expensive •Embodied AI was out of reach Now? Anyone can get their hands on: •6 DOF manipulation •Real precision (<0.2 mm repeatability) •Full stack access (ROS, Isaac Sim, LeRobot) This is how movements start. Not in labs. Not behind paywalls. But in the hands of builders. Massive respect to Seeed Studio for pushing true open-source robotics forward! We’re about to see: → Thousands of robot arms trained like athletes → Real-world datasets explode → Physical AI built in garages, not just research labs At SoloTech , this is the unlock we’ve been waiting for, training and deploying Physical AI skill models on real hardware, anywhere. No sims. No vaporware. No excuses. Production Grade Physical AI. Want to get access? Check out the Physical AI Gym in San Francisco or DM me.

Today I assembled the first batch of reBot DevArm in the U.S! First one on the planet! 🇺🇸⚙️ But this isn’t about a robot arm. This is about what happens when open source hits robotics. For years: •Hardware was locked •Robotics was expensive •Embodied AI was out of reach Now? Anyone can get their hands on: •6 DOF manipulation •Real precision (<0.2 mm repeatability) •Full stack access (ROS, Isaac Sim, LeRobot) This is how movements start. Not in labs. Not behind paywalls. But in the hands of builders. Massive respect to Seeed Studio for pushing true open-source robotics forward! We’re about to see: → Thousands of robot arms trained like athletes → Real-world datasets explode → Physical AI built in garages, not just research labs At SoloTech , this is the unlock we’ve been waiting for, training and deploying Physical AI skill models on real hardware, anywhere. No sims. No vaporware. No excuses. Production Grade Physical AI. Want to get access? Check out the Physical AI Gym in San Francisco or DM me.

Dhruv Diddi

31,439 views • 3 months ago

The next AI revolution is not just happening on screens. It is happening in the physical world. Robots, drones, autonomous vehicles, and smart machines all need one thing before they can operate safely: Precise location. Traditional GPS can be off by several meters. For humans, that may be fine. For autonomous machines, it can be dangerous. GEODNET is building the spatial intelligence layer for Physical AI, using RTK positioning to improve accuracy from meters to within one centimeter. Over 20,000 base stations. 170+ countries. 11,000+ cities. 130+ enterprise customers. Physical AI needs real-world infrastructure. That infrastructure is being built now.

The next AI revolution is not just happening on screens. It is happening in the physical world. Robots, drones, autonomous vehicles, and smart machines all need one thing before they can operate safely: Precise location. Traditional GPS can be off by several meters. For humans, that may be fine. For autonomous machines, it can be dangerous. GEODNET is building the spatial intelligence layer for Physical AI, using RTK positioning to improve accuracy from meters to within one centimeter. Over 20,000 base stations. 170+ countries. 11,000+ cities. 130+ enterprise customers. Physical AI needs real-world infrastructure. That infrastructure is being built now.

GEODNET

142,594 views • 1 month ago

The push for transhumanism is gaining a lot of momentum in these last few years. They are experimenting in labs, doing things they shouldn’t, and playing God with creation. They want to merge you with Ai, which is demonically driven, so eventually everyone will be a demonic hybrid. Just as it was in the days of Noah.

The push for transhumanism is gaining a lot of momentum in these last few years. They are experimenting in labs, doing things they shouldn’t, and playing God with creation. They want to merge you with Ai, which is demonically driven, so eventually everyone will be a demonic hybrid. Just as it was in the days of Noah.

Ashley Hays

95,375 views • 1 year ago

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A humanoid robot playing a Yamaha drum kit is one of the cleanest ways to test rhythm control in public. Drumming exposes timing, wrist motion, impact force, arm recovery, and coordination between both hands. Even if the routine is pre-programmed or assisted, the useful part is visible: the robot has to strike, reset, and stay in rhythm without turning into random arm movement. Robot musicians may look funny today. They are quietly testing the same control problems needed for household robots, factory arms, and physical AI systems that work around humans. Would you call this entertainment, robotics research, or the early market for robot performers?

TechniaHQ | humanoid robots

208,048 views • 2 months ago

We're proud to announce Opal For Schools is live at Harvard-Westlake in Los Angeles, creating a focused, distraction-free learning environment for all. There’s growing momentum around banning phones in schools. But bans are hard to enforce, and often backfire. What if there were a smarter way? With Opal for Schools, we’ve built exactly that: a simple, student-friendly phone policy powered by Opal’s market-leading screen time app. No hardware. No delays. Students keep their phones, and they actually like it. Here’s how it works: For Students: During school hours, Opal blocks distracting apps while allowing essential communication (calls, texts). After school, restrictions lift but students can keep using Opal to stay focused on their own. For Educators: A real-time dashboard shows compliance and progress, giving schools the tools to guide their students and follow up when needed. What we've found is this: with Opal, students focus on learning while building digital habits that last a lifetime. We’ve seen this work at scale: 70% of our millions of users are students. No one forces them to use Opal, they choose it because it works. That’s why we know schools can partner with students, rather than fight against them, to create healthier digital cultures. If you’re a school leader ready to take the next step, we’d love to help.

We're proud to announce Opal For Schools is live at Harvard-Westlake in Los Angeles, creating a focused, distraction-free learning environment for all. There’s growing momentum around banning phones in schools. But bans are hard to enforce, and often backfire. What if there were a smarter way? With Opal for Schools, we’ve built exactly that: a simple, student-friendly phone policy powered by Opal’s market-leading screen time app. No hardware. No delays. Students keep their phones, and they actually like it. Here’s how it works: For Students: During school hours, Opal blocks distracting apps while allowing essential communication (calls, texts). After school, restrictions lift but students can keep using Opal to stay focused on their own. For Educators: A real-time dashboard shows compliance and progress, giving schools the tools to guide their students and follow up when needed. What we've found is this: with Opal, students focus on learning while building digital habits that last a lifetime. We’ve seen this work at scale: 70% of our millions of users are students. No one forces them to use Opal, they choose it because it works. That’s why we know schools can partner with students, rather than fight against them, to create healthier digital cultures. If you’re a school leader ready to take the next step, we’d love to help.

Opal

17,401 views • 11 months ago

Many students from across the country missed their NEET exams yesterday as the NTA under Dharmendra Pradhan didn’t allow students even if they were just 5-10 min late. 2-3 students missed in Karnataka also missed their exam and Congress govt has formed a panel to look into it and assist them. But, No accountability from BJP and Dharmendra Pradhan for paper leak, for students suicide, for students being allotted centres far away and not being allowed to take exam. This is the difference between Congress and BJP — accountability

Many students from across the country missed their NEET exams yesterday as the NTA under Dharmendra Pradhan didn’t allow students even if they were just 5-10 min late. 2-3 students missed in Karnataka also missed their exam and Congress govt has formed a panel to look into it and assist them. But, No accountability from BJP and Dharmendra Pradhan for paper leak, for students suicide, for students being allotted centres far away and not being allowed to take exam. This is the difference between Congress and BJP — accountability

Shantanu

12,326 views • 1 month ago

Proud beyond words! Two of our GT/Alpha School students, Krish Bhakta and Jaiden Bhakta, just placed 2nd IN THE WORLD and 1st in the U.S. in the Global AI Debates! And our 10-year-old superstar Everest Nevraumont secured 5th place globally! This incredible achievement wasn't just competing against a few schools. They outperformed over 10,000 student participants from around the globe! The Global AI Debates challenge students to tackle complex ethical questions around artificial intelligence, requiring deep tech knowledge, critical thinking, and persuasive communication. Exactly the skills students need in our current world. And what we cultivate daily at Alpha. When students are empowered with real-world tools, rigorous challenges, and meaningful purpose, there's simply no limit to what they can accomplish. This is what happens when we reimagine education.

Proud beyond words! Two of our GT/Alpha School students, Krish Bhakta and Jaiden Bhakta, just placed 2nd IN THE WORLD and 1st in the U.S. in the Global AI Debates! And our 10-year-old superstar Everest Nevraumont secured 5th place globally! This incredible achievement wasn't just competing against a few schools. They outperformed over 10,000 student participants from around the globe! The Global AI Debates challenge students to tackle complex ethical questions around artificial intelligence, requiring deep tech knowledge, critical thinking, and persuasive communication. Exactly the skills students need in our current world. And what we cultivate daily at Alpha. When students are empowered with real-world tools, rigorous challenges, and meaningful purpose, there's simply no limit to what they can accomplish. This is what happens when we reimagine education.

MacKenzie Price

63,815 views • 1 year ago

A school fires a guy… then turns around and asks him for a favor. After he’s gone, a large number of students stop showing up, saying they won’t attend if he isn’t there. Suddenly the school wants him to post a TikTok encouraging students to come back. He agrees and does it. Attendance rebounds. Then 85% of the students start wearing T-shirts with his face on them in solidarity. And now the school has the audacity to ask him—again—to make another video telling students they can’t wear the shirts. At what point does “we let you go” stop and “we still want to control you” begin? Is the school completely out of bounds here, or just wildly out of touch? Whomp Whomp

A school fires a guy… then turns around and asks him for a favor. After he’s gone, a large number of students stop showing up, saying they won’t attend if he isn’t there. Suddenly the school wants him to post a TikTok encouraging students to come back. He agrees and does it. Attendance rebounds. Then 85% of the students start wearing T-shirts with his face on them in solidarity. And now the school has the audacity to ask him—again—to make another video telling students they can’t wear the shirts. At what point does “we let you go” stop and “we still want to control you” begin? Is the school completely out of bounds here, or just wildly out of touch? Whomp Whomp

TheRealCherokeeOwl 🦉

463,399 views • 6 months ago

Communists are bringing school students to the protest over the #Khamenei death and trying to put FILTH in their minds. Just watch this conversation 😲 Reporter: you are in which class Girl: 9th R: Why did you come here? G: There is a war going on between Israel and America 😭 R: Who bought you here? You are from school? G: No, the tuition institute sent us here R: Which institute? G: Brainwash Institute 😭 PS: I don't have any issues with these students and Kids, but bringing students for such protests should be avoided. High chances that this institute is a CPI funded one. They know nothing, but just arrived there to build the narrative. #Iran #IranWar #Israel

Communists are bringing school students to the protest over the #Khamenei death and trying to put FILTH in their minds. Just watch this conversation 😲 Reporter: you are in which class Girl: 9th R: Why did you come here? G: There is a war going on between Israel and America 😭 R: Who bought you here? You are from school? G: No, the tuition institute sent us here R: Which institute? G: Brainwash Institute 😭 PS: I don't have any issues with these students and Kids, but bringing students for such protests should be avoided. High chances that this institute is a CPI funded one. They know nothing, but just arrived there to build the narrative. #Iran #IranWar #Israel

Chota Don

11,333 views • 5 months ago

🇨🇳 AI isn’t “replacing” film, it’s rewriting the grammar of cinema. This student film competition shows exactly why: China’s new generation isn’t arguing about whether AI should exist in filmmaking. They’re already using it, blending classical techniques with generative tools, expanding visual language, and treating AI as part of the craft, not a threat to it. When a country integrates industry, research, and education at this scale, it doesn’t just adapt to the future. It builds it. The next wave of global cinema may not come from Hollywood’s nostalgia, but from classrooms where students treat AI as naturally as a camera.

🇨🇳 AI isn’t “replacing” film, it’s rewriting the grammar of cinema. This student film competition shows exactly why: China’s new generation isn’t arguing about whether AI should exist in filmmaking. They’re already using it, blending classical techniques with generative tools, expanding visual language, and treating AI as part of the craft, not a threat to it. When a country integrates industry, research, and education at this scale, it doesn’t just adapt to the future. It builds it. The next wave of global cinema may not come from Hollywood’s nostalgia, but from classrooms where students treat AI as naturally as a camera.

𝘊𝘰𝘳𝘳𝘪𝘯𝘦

35,763 views • 8 months ago

#ICYMI from FBI Albany: The #FBI is looking to hire its next generation of special agents, so we partnered with UAlbany Career for our 3rd Annual "Train Like an Agent" recruiting event last week. The unique event gives students the opportunity to see if they have what it takes to pass our Physical Fitness Test (PFT) and consider a #career with the FBI. Want to give it a shot? Click here for more details on the PFT, scoring, and how to train: Ready to join us in our mission to protect the American people and uphold the Constitution? Apply today:

#ICYMI from FBI Albany: The #FBI is looking to hire its next generation of special agents, so we partnered with UAlbany Career for our 3rd Annual "Train Like an Agent" recruiting event last week. The unique event gives students the opportunity to see if they have what it takes to pass our Physical Fitness Test (PFT) and consider a #career with the FBI. Want to give it a shot? Click here for more details on the PFT, scoring, and how to train: Ready to join us in our mission to protect the American people and uphold the Constitution? Apply today:

FBI

23,699 views • 2 months ago

Building a canoe in Makoko W/ THYILIEER After learning that a local school had been without a canoe for 4 months, leaving students to cross the water in buckets, we knew we had to act. So, we didn’t just repair their school canoe—we added three more for the school and one for a family in need, all in RebuildX Africa’s signature blue! 🚤💙 Seeing the joy on the students’ faces as they celebrated the arrival of their canoes was priceless. This project goes beyond just providing transport—it brings safety, comfort, and peace of mind to an entire community. This is what RebuildX Africa is all about. Together, let’s keep creating change, one solution at a time. 🌍✨ #ositapopcorn #rebuildxafrica #makoko

Building a canoe in Makoko W/ THYILIEER After learning that a local school had been without a canoe for 4 months, leaving students to cross the water in buckets, we knew we had to act. So, we didn’t just repair their school canoe—we added three more for the school and one for a family in need, all in RebuildX Africa’s signature blue! 🚤💙 Seeing the joy on the students’ faces as they celebrated the arrival of their canoes was priceless. This project goes beyond just providing transport—it brings safety, comfort, and peace of mind to an entire community. This is what RebuildX Africa is all about. Together, let’s keep creating change, one solution at a time. 🌍✨ #ositapopcorn #rebuildxafrica #makoko

osita popcorn

17,208 views • 1 year ago

#WATCH | Idukki, Kerala | Interacting with students of Marian College Kuttikkanam (Autonomous), Lok Sabha LoP Rahul Gandhi says, "Actually India is not successful at AI... There are two players in the AI game. The United States and China. India, unfortunately, whether it is in robotics, or Ai, or modern technology, is not really a major player. Certainly, when compared to the US or China. You saw that in the AI Summit itself, a Chinese robot was masquerading as an Indian robot. If you want to be powerful at AI, you have to control your own data... The US deal that has just been done by the Prime Minister has handed over our entire data to the United States... We have damaged our potential in AI tremendously over the last couple of weeks... Jobs in the services and software industry, which were the mainstay of our country, are going to be wiped out by AI. I am worried that a transition is taking place on the data, manufacturing, and mobility front, and we are just looking..." (Source: Marian College Kuttikkanam Official)

#WATCH | Idukki, Kerala | Interacting with students of Marian College Kuttikkanam (Autonomous), Lok Sabha LoP Rahul Gandhi says, "Actually India is not successful at AI... There are two players in the AI game. The United States and China. India, unfortunately, whether it is in robotics, or Ai, or modern technology, is not really a major player. Certainly, when compared to the US or China. You saw that in the AI Summit itself, a Chinese robot was masquerading as an Indian robot. If you want to be powerful at AI, you have to control your own data... The US deal that has just been done by the Prime Minister has handed over our entire data to the United States... We have damaged our potential in AI tremendously over the last couple of weeks... Jobs in the services and software industry, which were the mainstay of our country, are going to be wiped out by AI. I am worried that a transition is taking place on the data, manufacturing, and mobility front, and we are just looking..." (Source: Marian College Kuttikkanam Official)

ANI

133,148 views • 5 months ago