Grasping is only the beginning. To work in the... real world, robots must also reorient, align, and precisely manipulate objects after contact. Simple grippers lack dexterity, while anthropomorphic hands are often complex and hard to control. Introducing VTAP Gripper. (1/7)show more

🧵In the world of physical AI, we’re used to... seeing videos sped up to hide how slow robots actually are. Eka Robotics, Inc. is doing the exact opposite. They’re showing their robots at 1/25x speed because the movement is so fast and the force-sensitivity so precise, you’d miss the "superhuman" dexterity in real-time.show more

Working hard is to give ourselves a chance to... choose freely in the future. We work hard not only to achieve success in the present, but also to enable our future selves to have the capital to see this vast and diverse world and experience different scenery and life.❤️show more

We’ve seen humanoid robots walk around for a while,... but when will they actually help with useful tasks in daily life? The challenge here is the diversity and complexity of real-world scenes. Our new work tackles this problem via 3D visuomotor policy learning. Using data from only 1 scene, our Improved 3D Diffusion Policy (iDP3) enables a full-sized humanoid robot to autonomously pick&place objects, pour water, and wipe tables, in the wild open world. (and all these skills are useful, right?) Web: Fully open-sourced code:show more

the fact that korra is able to not only... evade & defend herself but also bend while her hands and feet are chained ?! she is insane omgshow more

Yesterday, I visited a student learning camp to teach... young boys and girls how to shake hands confidently, greet respectfully, maintain eye contact, and carry themselves with composure. I also spoke to them about the importance of time management in today's highly distracting world. Simple lessons that open big doors. We are building great men and women for Africa through faith, discipline, and character.show more

We hit $10M ARR in 2 months making us... one of the fastest growing AI startups in the world 🚀 And today, we are putting more power into the hands of people while changing the world of vibecoding 🙌 Introducing: 1. Emergent Pro Mode- Build real autonomous agents 2. Mobile Apps- Build apps for android and iOS 3. At the end, a surprise announcementshow more

Your reality is yours alone , you are the... only one real , say your truth to yourself and live in your truth . Better to lie to the world than to lie to yourselfshow more

Video generation is powerful but too slow for real-world... robotic tasks. How can we enable both video and action generation while ensuring real-time policy inference? Check out our work on the Unified Video Action Model (UVA) to find out! (1/7)show more

Logistics is where dexterous hand manipulation gets tested for... real. Packages shift under the hand. Soft parcels deform during grasping. Contact changes with every manipulation. That is why warehouse sorting needs to be evaluated in simulation before real-world deployment. Lightwheel builds evaluation infrastructure to expose failures, measure performance, and close the loop from testing to deployment for industrial teams. #PhysicalAI #Robotics #Simulation #Evaluation #DexterousManipulation #LogisticsAutomationshow more

.Xynova is one of the top rising players in... China’s dexterous hand and humanoid robot components space, based in Hangzhou • They develop not only the hands but also all core components (linear actuators, motors, etc) and algorithms fully in-house • They use a hybrid drive system, combining tendon-driven and direct-drive methods • One of the most exciting features is wrist control and finger abduction/adduction, delivering much more natural hand and arm dexterity • They prevent the hand from overheating by placing one of the actuators in the arm (below the palm) • Hands are equipped with tactile sensors and lidars, with 23 DoF (human hands have ~27 DoF) The overall design is deeply inspired by real human hand and arm muscle movements, impressive biomimicry approach The Humanoid Hub and I interviewed their tech lead so stay tuned for more technical details!show more

"These hands are IP68 waterproof and food-safe, allowing NEO... to wash its own hands like a human. The skin is co-designed with the sensors inside it and the tendons behind it. It is a functional material, not a cosmetic one. Because vision alone is insufficient for many tasks (especially with small, transparent, deformable, or occluded objects), this contact feedback is critical for adaptive, intelligent manipulation." We are living in cool times.show more

🤖 Robotic hands are evolving faster than we realize... — and they’re learning to master our world. I find this both fascinating and a little unsettling. At first glance, these robotic hands still look awkward - stiff fingers, clumsy motion. But behind the scenes, every iteration brings: ➡️ Tighter sensors ➡️ Smarter control loops ➡️ Better training on human-designed objects Week by week, they move closer to something astonishing — not imitation, but mastery. They’re learning to grip, twist, and adapt to tools made for our anatomy. And once they reach human-level dexterity, they won’t stop there. They’ll surpass it — steadier than surgeons, faster than assembly lines, tireless and precise. This is more than robotics. It’s the moment machines stop mimicking us… and start outperforming us. How do we redefine “human skill” in a world where robots master it too? #AI #Robotics #Innovation #Technology #Automation #FutureOfWork #Engineeringshow more

🚨LABOUR MP GETS LAUGHED AT IN DIGITAL I.D DEBATE... This is Peter Prinsley. He claims the Government want to preserve CIVIL LIBERTIES and PRIVACY while also introducing Digital I.D Everybody saw through this lie and laughed Digital I.D must be stoppedshow more

Introducing Attio Objects 🚀 ​ We know how hard... it is to find a CRM that fits your unique business model. ​ That's why we built Attio Objects – our powerful data model with custom objects that gives you complete flexibility to structure your CRM exactly how you need it. ​ Along with custom objects, we've also introduced new standard objects: ​ - Workspaces and Users objects for PLG businesses. - A robust Deals object for sales-driven companies. ​ This is the culmination of a 4-year effort, with 3 years of work put in even before launching Attio. ​ Since day one, we've been determined to solve the fundamental problem in the CRM space: the trade-off between power and time-to-value. ​ If you wanted power and flexibility, your CRM would take forever to build and not work well with your stack. ​ If you wanted speed, you'd need to use highly opinionated, inflexible software that doesn't really work for your business. ​ That ends today. With Attio, you no longer have to compromise. Build your CRM your way, fast. Iterate as you grow. ​ High-growth startups like Replicate, , and Modal and more are already using Attio's object architecture to perfectly match their businesses and accelerate their growth. ​ To get all the details, check out our blog post 👇 ​show more