Image created with Flux Pro v1.1 Ultra. Image prompt: Ornate showgirl glamour in orange-and-teal tones, radiant rhinestone robot dancer with chrome feathers, stylized text “Robots” glowing across the robot’s chest in sequined script; spotlit, dramatic contrast, vintage grain, cinematic, high-detail
This is game engine 2.0. Some day, all the complexity of UE5 will be absorbed by a data-driven blob of attention weights. Those weights take as input game controller commands and directly animate a spacetime chunk of pixels. Agrim and I were close friends and coauthors back at”” / X https://x.com/DrJimFan/status/1952747404379504855
Elon says Tesla already has world model for Optimus. https://x.com/TheHumanoidHub/status/1952771309383077906
Evaluation is the hardest problem for physical AI systems: do you crash test cars every time you debug a new FSD build? Traditional game engine (sim 1.0) is an alternative, but it’s not possible to hard-code all edge cases. A neural net-based sim 2.0 is purely programmed by data,”” / X https://x.com/DrJimFan/status/1952755998197948667
.@sankaet is the founder and CEO of Foundation. Sankaet believes humanoids are the obvious, hard answer to automating work humans don’t want to do. We sat down at Foundation’s San Francisco office to talk about the vision, actuator technology, business case, AI, and more. https://x.com/TheHumanoidHub/status/1953132124787360058
An analogy Marques might appreciate: separate devices exist for each of these digital tasks, but the smartphone is by far the most valuable and scalable. ⦿ phone ⦿ music player ⦿ GPS unit for navigation ⦿ AI voice assistant (Alexa) ⦿ digital camera ⦿ voice recorder ⦿ https://x.com/TheHumanoidHub/status/1951371179325006326
Another huge week of AI and robotics news I summarized everything from Meta, Google, OpenAI, Figure, Microsoft, Z ai, Skild AI, Limx Dynamics, Syncere, Daxo Robotics, X-Humanoid, and more Here’s everything you need to know and how to make sense out of it:”” / X https://x.com/adcock_brett/status/1952037507941511439
CHILD’ is a wearable teleoperation system for full-body humanoid control. Worn like a baby carrier, it enables joint-level manipulation and loco-manipulation with adaptive force feedback. The hardware design is open-source. https://x.com/TheHumanoidHub/status/1951690892760457246
Foundation’s Phantom humanoids will be manufactured at this site in the US. https://x.com/TheHumanoidHub/status/1952891645474816105
Human: “Let me put your whole-body controller to the test…” Digit: “Is that all you’ve got?” https://x.com/TheHumanoidHub/status/1951679215826604320
In manufacturing, high-mix complexity is a b#tch! And please, forget humanoids… What’s necessary: robots that adapt. I post a lot about startups, but product maturity is always a topic, and so are live deployments. An operator needs a system that works. Period. Code, without https://x.com/IlirAliu_/status/1952636440816324659
Introducing Lume, the robotic lamp. The first robot designed to fit naturally into your home and help with chores, starting with laundry folding. If you’re looking for help and want to avoid the privacy and safety concerns of humanoids in your home, pre-order now. https://x.com/aaronistan/status/1949862617872478664
Learn robot skills from human YouTube videos, without… labels, poses, or human-robot alignment: 📌 Bookmarked by researchers pushing the limits of cross-embodiment learning. UniSkill is a new framework for learning embodiment-agnostic skill representations from large-scale, https://x.com/IlirAliu_/status/1951543417541997039
LimX Oli 丨Cross the Limits with Oli Lowering the Barrier to Reinforcement Learning, Advancing the Embodied Intelligence Revolution. https://x.com/LimX_Dynamics/status/1950541896977092721
Managing & analysing robotics data is a paaaaaiiinnnn. Have a look at this tool: [📍Bookmark GitHub python skd for later] Analyzing robotics data at scale is still a major challenge. Most teams start with manual log reviews. But as systems grow, that approach becomes slow and https://x.com/IlirAliu_/status/1953151334854631909
Marques – You’re vastly under estimating the fixed cost of building any robot With such a large cost, the robot has to be general purpose We designed the world for our bodies and hands – the human form is the only universal UI @MKBHd https://x.com/adcock_brett/status/1951346036200579364
Modern AI is confined to the digital world. At Skild AI, we are building towards AGI for the real world, unconstrained by robot type or task — a single, omni-bodied brain. Today, we are sharing our journey, starting with early milestones, with more to come in the weeks ahead. https://x.com/SkildAI/status/1950232914454872118
MoRE enables humanoid robots to traverse complex terrains using lifelike gaits by combining vision and proprioception in an RL framework. It learns multiple gait styles via a mixture of residual experts and multi-discriminator rewards. Paper: https://x.com/TheHumanoidHub/status/1951786811937681791
RobotEra’s latest humanoid robot, L7, at WAIC 2025 in Shanghai. https://x.com/TheHumanoidHub/status/1951023494990602283
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/1952817886348599352
This robot can learn new tasks just by watching you do them! 📍[Bookmark project site & paper] How do you deploy a static robot policy… in a dynamic, mobile world? That’s the challenge of Policy Mobilization, and the new Mobi-π framework nails it. ✅ Run static policies on a https://x.com/IlirAliu_/status/1951711176263352713
Unitree G1 air-walking while hanging from a drone – because why not? https://x.com/TheHumanoidHub/status/1950832577327370308
We are working on something that has never been done before in robotics. Incredibly challenging but will set the foundation for superhuman dexterity. Stay tuned. https://x.com/tom_jiahao/status/1950528932618305866
XYZ: Let’s build a humanoid company to save humanity from the labour shortage Meanwhile: https://x.com/IlirAliu_/status/1952428372040278381
You will soon be able to teach robots what human are doing… using natural language. I spoke to one of the founders a couple of months ago on my podcast: An API that takes raw human videos and returns detailed language annotations describing the motion. @DeplaceAI is building https://x.com/IlirAliu_/status/1951269622319075378
Tesla is still transitioning from a car company to a tech company; it won’t be one until they – bring up 100k H100≡ – build their own AI stack for FSD & humanoids – design training supercomputers in-house – and start deploying Tesla-designed inference chips in cars 6 years ago https://x.com/TheHumanoidHub/status/1952812975540310088
China’s cranking out humanoids. NOETIX delivered 105 robots in July alone. https://x.com/TheHumanoidHub/status/1951330695986729435
In case you missed it: Qdrant Edge is now in private beta. 🚀 It’s a lightweight, embedded vector search engine built for on-device AI, no cloud required. Perfect for: 🤖 Robotics 📱 Mobile apps 🛒 POS systems 🌐 IoT devices If you’re building AI at the edge, we’d love to hear https://x.com/qdrant_engine/status/1951631317939990765
🚨 Just released: X-Humanoid unveils the world’s first general-purpose multimodal perception system for humanoid robots — HumanoidOccupancy. Why does this matter? Just like humans, robots need multiple senses — eyes, ears, even a nose — to perceive and understand the world. https://x.com/reborn_agi/status/1950053236628697468
Truly general-purpose robots must be able to navigate spaces they have never seen before. ⦿ Skild Brain enables end-to-end autonomous locomotion from raw vision and joint inputs, without mapping or pre-planning. ⦿ The model adapts in real time to new terrain such as stairs, https://x.com/TheHumanoidHub/status/1953237429537894550
👀 What if your robot could actually feel? Not just detect contact. But sense pressure, shape, grip… and do it with soft, flexible sensors: That’s exactly what Madison Maxey is building at @loomia_tech, and it’s wild how far she’s already come. From fashion school → Thiel https://x.com/IlirAliu_/status/1952994550483701793
