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jimmy_voxel51
Level up your computer vision workflows with a free hands-on workshop for your team! Book a workshop: hubs.ly/Q04nvSCk0 These hands-on workshops are delivered by Voxel51 computer vision experts. Both virtual and in-person formats. * 60 min virtual workshop * Half-day onsite workshop * Full-day onsite workshop and hackathon #mcp #skills #computervision #ai #artificialintelligence #machinevision #machinelearning #physicalai
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edgeaivision
Physical AI fails when the stack isn’t ready for the real world. @HTECgroup looks at the hard parts: compilers, embedded systems, ML inference, safety and cross-domain engineering for vehicles, drones, vision systems and telco edge. edge-ai-vision.com/2026/07/h… #PhysicalAI #EdgeAI
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Rags_vs_Riches
ONLY U.S. DOING THIS!! 🔥BOMBSHELL NEWS OUT OF CHINA CLEARS A NEW PATH FOR REALBOTIX 🔥 $XBOTF What's the news? #UBTECH gets just over 13,000 pre orders for their Humanoid Robot worth $2 Billion in sales in just ONE WEEK! Why is this important for Realbotix? 🤖UBTECH customers just verified there is a need for companionship in the home 🤖UBTECH verified there is a definite demand overall 🤖UBTECH proved customers will pay $150,000 for a humanoid robot Why is Realbotix ready? 💥Expanded Leadership in last 6 months 💥New warehouse in Las Vegas in last 30 days 💥Expanded engineers this year 💥NASDAQ Uplist 30-90 days 💥NASDAQ deal will be valued around $125,000,000 💥Multiple patents for Vision, Facial, and Skin 💥Ready to roll out new line of humanoids called ECHO 💥Debt Free! Realbotix Short Term Catalysts: 🏆Announced last week Realbotix to Deploy First Humanoid Robot and AI Teachers Assistant in U.S. School District 🏆NASDAQ Uplist 60 -90 days 🏆Pending partnerships with major companies 🏆HUGE stock price upside! Currently 27 cents! Realbotix Investor Presentation: realbotix.ai/investor-prese#AI #Tech #Technology #PhysicalAI #NASDAQ #stockstowatch #invest #trending #news #new #humanoid #robots #robot #humanoidrobots #china
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Rags_vs_Riches
#AI #Tech #Technology #PhysicalAI #NASDAQ #stockstowatch #invest #trending #news #new #humanoid #robots #robot #humanoidrobots #china
Agility Robotics’ Digit is transforming logistics ($CXII), while Realbotix ($XBOTF) is humanizing education. Two different paths, one massive goal: the robot revolution. #HumanoidRobots #AgilityRobotics #Realbotix #CXII #XBOTF #TechInnovation #AI #FutureTech #RoboticsIndustry #InvestSmart
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Rags_vs_Riches
#AI #Tech #Technology #PhysicalAI #NASDAQ #stockstowatch #invest #trending #news #new #humanoid #robots #robot #humanoidrobots #china
Why invest in humanoids? Agility ($CXII) and Realbotix ($XBOTF) show that these robots are no longer just lab experiments—they are commercial tools.#Investing #Humanoids #Robotics #CXII #XBOTF #AgilityRobotics #Realbotix #StockMarket #AI #TechInnovation
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Rags_vs_Riches
#AI #Tech #Technology #PhysicalAI #NASDAQ #stockstowatch #invest #trending #news #new #humanoid #robots #robot #humanoidrobots #china
Watching the market: Agility Robotics’ merger ($CXII) and Realbotix’s deployments ($XBOTF) mark a major turning point for the robotics industry.#MarketWatch #Robotics #CXII #XBOTF #Humanoids #AgilityRobotics #Realbotix #TechInvestment #Automation #Future
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Rags_vs_Riches
#AI #Tech #Technology #PhysicalAI #NASDAQ #stockstowatch #invest #trending #news #new #humanoid #robots #robot #humanoidrobots #china
Investing in the future of labor and education: Agility Robotics ($CXII) and Realbotix ($XBOTF) are the names to watch in the humanoid space.#FutureOfWork #Investing #Robotics #CXII #XBOTF #Humanoids #AgilityRobotics #Realbotix #AI #TechInnovation
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itbusinesstoday
#Turing 、自動運転開発に向けて278億9,000万円を調達。 𝙍𝙚𝙖𝙙 𝙈𝙤𝙧𝙚: itbusinesstoday.com/industri… #Automotive #Investments #PhysicalAI #Robotaxis #Turing
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SemiconductorsX
Samsung Electronics is quietly building a stronger foothold in humanoid robots through its Rainbow Robotics unit. Deliveries of the mobile humanoid RB-Y1 to Toyota have grown roughly 5x in just two years. The Japanese automaker has taken around 25 units total after starting with an initial 5-6 in 2024. Toyota, the world’s largest carmaker, is ramping use of these robots for production tasks like parts transport and assembly support. In a country with a deep domestic robot ecosystem (Fanuc, Yaskawa, etc.), repeated purchases from a Korean supplier signal strong validation of the technology. The push fits broader trends in autos. Carmakers face labor shortages and efficiency pressure. Humanoids like RB-Y1 can move between stations, unlike fixed industrial arms, making them useful for flexible factory work. Samsung acquired Rainbow Robotics last year as part of its robotics push. It is also supplying units to Coupang for logistics and aims to expand the lineup and global customer base. This is still early days for humanoids in manufacturing, but partnerships like this with Toyota highlight real traction. Samsung is positioning itself in physical AI alongside its semiconductor strength. How big do you see the humanoid robot market getting in auto production over the next 3-5 years? #Samsung #RainbowRobotics #Toyota #Humanoid #Robotics #PhysicalAI
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hayandaejang
AI에게 중요한 것은 더 많은 데이터를 모으는 것이 아니라 더 가치 있는 데이터를 배우는 것이라고 생각합니다. Axis Robotics는 단순히 원격 조작(Teleoperation)을 개선하는 것이 아니라, 불필요한 움직임은 줄이고 접촉(Contact), 그립(Grasp), 수정(Correction)처럼 학습 가치가 높은 행동에 집중할 수 있도록 시스템을 발전시키고 있습니다. 결국 Physical AI의 경쟁력은 얼마나 많이 움직였는지가 아니라, 얼마나 의미 있는 경험을 학습했는가에서 결정될 것입니다. 💡 HD Insight "좋은 AI는 모든 행동을 기억하지 않는다. 가장 가치 있는 경험을 배우는 AI가 더 빠르게 성장한다." 🔖 태그 @axisrobotics #Axis #Robotics #PhysicalAI #EmbodiedAI #AI #MachineLearning #AIEconomy
Replying to @axisrobotics
On the teleoperation side, we continued improving direct gripper dragging, object selection with automatic pre-grasp movement, and bimanual control. The goal is to skip low-information but high-effort actions—like manually moving the gripper close to the target—while preserving the high-value parts of the demonstration: contact, grasping, gripper closing, and correction. After fixes around latency, sensitivity, penetration, and grasp stability, bimanual collection is more natural. The bimanual interface is now much smoother, preparing us for future mobile-bimanual tasks.
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ed0henderson
So much of starting out training a good policy is figuring out the proprioception of the embodiment you're doing the task on during data collection. Little tricks like using external surfaces / objects to push against is very useful when handling delicate deformable objects. #robotics #physicalAI #robot
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