Image created with gemini-2.5-flash-image with claude-sonnet-4-5. Image prompt: Cinematic widescreen shot of silhouetted factory worker at observation window, desaturated Fincher color grade with teal shadows and amber highlights, behind the glass an automotive assembly line in dramatic transformation with old industrial robots collapsed and sparking while sleek collaborative cobots emerge from shadows, 35mm film grain, high contrast with crushed blacks, shallow depth of field on foreground figure against epic industrial background, sodium vapor lighting
7 Notable world models of 2025 ▪︎ LeJEPA ▪︎ Code World Model (CWM) ▪︎ Probabilistic Structure Integration (PSI) ▪︎ PAN world model system – Physical, Agentic, and Nested ▪︎ Dreamer 4 ▪︎ Genie 3 ▪︎ Cosmos WFM 2.5 Check this out for an in-depth overview of each:”” https://x.com/TheTuringPost/status/2004936183462416557
China’s Ministry of Industry and Information Technology (MIIT) has established the Humanoid Robot and Embodied Intelligence Standardization Technical Committee. This initiative implements central government policies to lead with high-quality standards, mature technologies, and”” https://x.com/TheHumanoidHub/status/2005759395553239419
Earlier this month, AGIBot reached a milestone as the 5,000th general-purpose embodied robot rolled off the production line at its Shanghai Lingang factory, in partnership with OEM Ningbo Huaxiang. The company has produced 1,742 full-size humanoids (A1/A2), 1,846 short”” https://x.com/TheHumanoidHub/status/2004222601800175937
Everyone’s freaking out about vibe coding. In the holiday spirit, allow me to share my anxiety on the wild west of robotics. 3 lessons I learned in 2025. 1. Hardware is ahead of software, but hardware reliability severely limits software iteration speed. We’ve seen exquisite”” https://x.com/DrJimFan/status/2005340845055340558
Automated Factory – Desktop Version. This one you can actually build. SkyRoboticLab put together a modular industrial simulation system using Arduino and 3D-printed parts. Conveyors, pick and place, sorting, sensors… all on a small desk. Not a toy. A teaching platform for”” https://x.com/IlirAliu_/status/2004629077794193840
AGIBOT unveils QUESTER1, a 0.8 m (2′ 7″”) tall personal humanoid robot. Through miniaturized high-performance QDD joints, the robot is built small enough to fit into a backpack. Q1 robot serves as an interactive companion with fully customizable exterior looks. It comes with a”” https://x.com/TheHumanoidHub/status/2006390882560336095
First look at Persona AI’s Gen1 humanoid robot and a sneak peek at their tendon-driven hand. In 2025, the company closed $42M in pre-seed funding and signed an agreement with HD Hyundai subsidiaries to develop and deploy humanoids for shipyard welding tasks. The startup was”” https://x.com/TheHumanoidHub/status/2006365263177068900
How do you pick up delicate objects? Precision meets gentleness – soft grippers: ✅ Precise yet gentle handling ✅ Versatile for a range of tasks ✅ No pressure damage Robotics is now adopting silicone grippers for their soft touch. Their flexibility benefits sectors like”” https://x.com/IlirAliu_/status/2006495349871870394
how it started how it’s going”” https://x.com/TheHumanoidHub/status/2006440588732985796
Human to robot interaction, without buttons or code. This gesture-controlled mecanum car shows how little it can take to make machines feel intuitive. • Driven purely by hand gestures • Omni-directional motion with mecanum wheels • Body design that adapts to movement It is”” https://x.com/IlirAliu_/status/2005716224806682841
LG will unveil its humanoid home robot, LG CLOiD, at CES 2026 (January 6-9). The robot is designed to handle a wide variety of household chores with two 7-DOF arms, five-fingered hands, and a head-integrated chipset powering its intelligence. Sneak peek:”” https://x.com/TheHumanoidHub/status/2004820952006402464
Most underwater robots still rely on propellers. That works well for speed, not for control. C-Ray takes a different route. Instead of rigid thrusters, it uses flexible hyperbolic fins that create thrust through body-like waves. The same mechanism lets it: • swim like a ray”” https://x.com/IlirAliu_/status/2005592232687018256
Robotics has transformed welding speed. Precision is great, but speed now matters just as much. And conventional TIG still lags behind… Balancing quality with speed, especially on pipe, pressure vessel, and roll welding projects. This solution helps change that. It delivers”” https://x.com/IlirAliu_/status/2004266668785045936
Robots aren’t just in factories anymore… they’re showing up in kitchens too. This DENSO robot arm takes over the wok station, cooking fried rice with: ✅ Consistent quality ✅ Faster prep times ✅ Cleaner, smoke-free cooking A glimpse of how automation could change not just”” https://x.com/IlirAliu_/status/2004113947335495731
Soft grippers are often presented as the answer for handling delicate objects. They can adapt to shape. They use low contact force. They work well with deformable parts. But they are not a free lunch. From what I see in real deployments, the main limitations tend to be: •”” https://x.com/IlirAliu_/status/2004991441844437312
Teleoperator gave himself an ouch in the pouch.”” https://x.com/TheHumanoidHub/status/2004824575146869198
The simpler something is, the more likely it will work. In your world of robotics, system architecture, sales systems, and offers to clients… KISS usually means three things. 1.Remove anything that is not needed to get the result. If it does not directly help conversion,”” https://x.com/IlirAliu_/status/2006294080557367618
This is one of the more unusual flying robots I have seen. Researchers at the University of Tokyo built DRAGON, a transformable aerial robot that can change its shape while flying. Instead of a rigid frame, it is made of four linked segments. Each segment has two ducted rotors”” https://x.com/IlirAliu_/status/2005641474885496988
What’s actually inside a robot arm? Not the glossy marketing view. The real stack that makes precision possible. • Motors and gearboxes that trade speed for usable torque • Joint angle sensors like encoders or resolvers for repeatable motion • Sealing and protection so the”” https://x.com/IlirAliu_/status/2006078602509521347
World’s first demonstration of a robot able to tie shoelaces & hang t-shirts… 𝗮𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀𝗹𝘆𝗅 ALOHA Unleashed 🌋: A Simple Recipe for Robot Dexterity They trained a diffusion policy at scale: 26,000 demonstrations over 5 tasks on Aloha 2 robot! Recent research”” https://x.com/IlirAliu_/status/2004556626653499514
Everyone talks about humanoids. Meanwhile, this KUKA…”” https://x.com/IlirAliu_/status/2005937820884451609
Asimov’s First Law: “A robot may not injure a human being or, through inaction, allow a human being to come to harm.” Counterpoint to absolute non-harm: a robot could potentially neutralize threats with precise, minimal force, preventing harm to victims and human officers.”” https://x.com/TheHumanoidHub/status/2005750638618239299
Elon Musk wants robots everywhere. China is making that a reality https://www.cnbc.com/2025/12/30/elon-musk-wants-robots-everywhere-china-is-making-that-a-reality.html
We’re talking more about physical intelligence now. But what can connect current VLMs to this desired physical intelligence? A fresh solution is human egocentric data. A new Egocentric2Embodiment pipeline converts first-person videos into structured, reliable question-answer”” https://x.com/TheTuringPost/status/2004696845763940382
NVIDIA is emerging as a key player in robotics foundation models.”” https://x.com/TheHumanoidHub/status/2004194738703159578
Neuralink’s patient #9 controls a virtual hand using a brain-machine interface. She has been paralyzed with quadriplegia for approximately 20 years. Direct movement detection through neural spike readings enables the patient to control the wrist and individual fingers simply by”” https://x.com/TheHumanoidHub/status/2006420592631988254
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