Every week, I organize 400 to 700 links into roughly 60 categories as part of my ongoing effort to learn about AI. This is my personal notebook, which I enjoy sharing with friends… a hobby and a labor of love, rather than a commercial publication or product.
If you arrived here through a search or shared link, this page collects the links I found for Robotics Embodiment for the week ending August 21, 2026.
As part of my learning process, I like to automate the category covers. It gives me a chance to learn Python and APIs.
This week’s cover prompt was written using Claude Opus 4.7, and the image was generated using Nano Banana 2.1.
Category Cover Image Prompt: Realistic architectural photograph of a 1929 Detroit Art Deco limestone skyscraper on a sunny day with a clear deep blue sky, viewed from across the street showing setbacks, dark steel-framed windows, and neighboring buildings receding behind; at a lower setback, a repeating row of identical stylized Art Deco herms emerge from vertical piers, each cradling against its chest a small carved limestone automaton with boxy jointed limbs, gear-wheel shoulders, chevron ribs, and a smooth helmet-head, all cut from the same honey-cream Indiana limestone as the wall. A frieze band directly beneath the figures is incised with the inscription ROBOTS in large Art Deco capitals with crisp shadowed cuts, warm raking sunlight casting sharp shadows across the carving.
This Week in Robotics Embodiment News
Summary by Claude Sonnet 5.5 based on this week’s links:
- Unitree's market debut: The loudest story was Unitree's Shanghai STAR Market listing. TheHumanoidHub reported it opened near 1,100 yuan against a 150.80 yuan IPO price, then closed day two at 687 yuan, roughly a $40B market cap.
- Humanoid games and new hardware: The World Humanoid Robot Games open Aug 22 in Beijing with about 2,056 robots from 660+ teams. Galbot also unveiled ET1, its first bipedal humanoid, after only releasing wheeled ones before.
- Free robotics learning material: Ilir Aliu's feed was full of study resources: an MIT Press autonomous robots textbook on GitHub, Peter Corke's robotics toolbox, and a deep learning playlist for robotics.
This summary was generated by Claude Sonnet 5.5 to help you explore the links below. Rest assured, I select, organize, and check the links by hand in Google Sheets, and write the introduction and personal commentary in The Main Newsletters myself each week as a labor of love.
This week's links related to Robotics Embodiment
Hark released our computer-using agent last week, called Handoff One thing I’m still shocked by how much cheaper and faster we made the model. Input got 96% cheaper, output 92% cheaper In the future, you’ll have “thousands” of computers working 24/7 for you. They’ll handle the”
https://x.com/adcock_brett/status/2088273955941716100
This robot is skateboarding completely blind. And yes… It’s autonomous. No vision or markers. Just proprioception, joint torques and some very clever state estimation. Aditya Bhatt (PhD at IAS / DFKI under Jan Peters) just dropped one of the wildest robot demos of the year.”
https://x.com/IlirAliu_/status/2089412442585800773
1/ muse spark 1.2 is a very strong multimodal model… it can do visual coding, robotics planning, and audio-visual understanding that all come together through agentic tools.”
https://x.com/alexandr_wang/status/2090485261629354352
How many AI agents are running inside your company right now – and who owns them? Our partners @rubrikInc are running a workshop to help you figure this out → Agentic Identity: Governing Actors That Never Sleep
https://t.co/86ltvBKb1g You’ll learn how to: • Find every active”
https://x.com/TheTuringPost/status/2089160537993343335
I’ve been using AT&T for over 20 years. From my first flip phone, to my first iPhone, they’ve always brought the best products in the world to market Now, I’m excited to partner with AT&T on what’s coming next”
https://x.com/adcock_brett/status/2090503248713281968
still my favorite “what even is a world model” meme h/t @KnightNemo_”
https://x.com/bilawalsidhu/status/2090551691883991051
3D printed differential robot arm wrist. [👇 GitHub Link – Open Source ] High demand, so they open sourced it early. A differential mechanism released as a test fixture for future robots. Built around their Spectral micro BLDC driver. Parts, STL files, example code are”
https://x.com/IlirAliu_/status/2088172794928418872
Stereo depth models usually force a tradeoff. 📌 Paper + Code Either strong zero-shot generalization or real-time speed. Fast-FoundationStereo closes that gap. The model accelerates FoundationStereo by more than 10× while keeping comparable depth quality, making real-time”
https://x.com/IlirAliu_/status/2089259953726935118
10 years ago Wang Xingxing was a Shanghai University grad student building a $3,000 quadruped robot for his thesis. Today, the 36 year old founder is China’s first humanoid robotics billionaire. Unitree closed day-2 of trading at 687 yuan, about a $40B market cap. Xingxing’s”
https://x.com/TheHumanoidHub/status/2090516767055757612
That escalated quickly. Unitree began trading on Shanghai’s STAR Market today. Opened at ~1,100 yuan vs the 150.80 yuan IPO price. A ~630% pop that put the market cap at ~444B yuan (~$62B), compared to the ~$9B implied at the IPO price. Trading has since cooled to 883.87 yuan”
https://x.com/TheHumanoidHub/status/2089942820081836513
The people calling humanoids a bubble just watched Unitree close 460% higher on day one. Market cap at close: ~$50 billion.”
https://x.com/TheHumanoidHub/status/2090088534401220803
Seeing a hype wave around GEN-1.5, and rightfully so. Lots of respect to Pete & Andy for executing so well. The secret is in the naturally repetitive motions in human-collected data. There’re 2 main sources for such repetitions: (1) Symmetric patterns. Sorting, tidying, and”
https://x.com/DrJimFan/status/2090465981240086992
Cover is working on weapon detection systems as K-12 school shootings have increased 10x over the last decade – I’m confident this can help if we can get enough of them out at scale (there are 130,000 K-12 schools in the U.S.) The goal is to detect weapons underneath clothes and”
https://x.com/adcock_brett/status/2088654833314386395
MIT Press published a robotics textbook. Then put it on GitHub for FREE. 📌 “Introduction to Autonomous Robots” covers everything: kinematics, sensors, actuators, motion planning, localization, computer vision, and neural networks… from mechanisms all the way to algorithms.”
https://x.com/IlirAliu_/status/2089775089126457705
Deep learning curriculum for robotics. [📍 Link to Playlist below ] Modern robotics workflows often integrate deep learning models with traditional algorithms for mapping, localization, and control. This playlist builds it from scratch: Single neurons → Backprop → CNNs →”
https://x.com/IlirAliu_/status/2088535167283462295
I went back on MFM for the 3rd time, it’s out now We discussed the next generation of AI hardware & models, humanoid robots, and weapon detection systems”
https://x.com/adcock_brett/status/2088758774630924691
‼️” (Arnold says to melt the old Figure robots)
https://x.com/adcock_brett/status/2090142587806212476
Good overview of the humanoid market”
https://x.com/adcock_brett/status/2089511786735358187
We loved Figure 02, it was a workhorse. We’re out of room at HQ. It has to go It deserves a proper sendoff. Any ideas?”
https://x.com/adcock_brett/status/2090109998747824450
Strawberries. Indoors. Stacked to the ceiling. Now add drones flying between the rows. In the 4D Bios setup, drones move through vertical shelves and capture high-resolution images of leaves and fruit. Instead of manual inspection, plant health becomes a data stream: > drones”
https://x.com/IlirAliu_/status/2089984758486835479
A battalion of Booster T2s is getting ready for the World Humanoid Robot Games opening ceremony. Now in its 2nd year, the Games run Aug 22-26 in Beijing at the “Ice Ribbon” Olympic oval. It’s the biggest yet: ~2,056 robots from 660+ teams across 16 countries, competing in 51″
https://x.com/TheHumanoidHub/status/2089761213957947482
Ask a question about any place on Earth and get an answer from satellite data within minutes. That is what Yugen Space is building in Tübingen. I’m featuring Yugen as part of my series around 10 years of @Cyber_Valley, looking at some of the founders and companies growing out”
https://x.com/IlirAliu_/status/2090137218270863411
Galbot has unveiled ET1, its first bipedal humanoid, at WRC 2026. The specs are not revealed, but it looks quite similar to Unitree R1. The robot runs Galbot’s world-action model, built to drive bipedal, wheeled, and heavy-load robots from a single brain. Founded in 2023 by”
https://x.com/TheHumanoidHub/status/2090542321259671604
Galbot is launching its first full-humanoid robot. Until now, the company has only released wheeled humanoids. It’s arguably China’s most relentless embodied-AI company, own models, own hardware and real-world deployments most rivals don’t have yet.”
https://x.com/TheHumanoidHub/status/2089790047126217063
The Honor Lightning humanoid won all three medals at the Beijing half marathon in April. Unitree is engineering its comeback. Founder Wang Xingxing has showcased a new prototype, “Superman” • 28.32 mph top speed, past Usain Bolt’s ~27.8 mph. • 2 meter standing high jump, vs”
https://x.com/TheHumanoidHub/status/2089441104848679281
Most multi-drone systems struggle with one thing: coordination under real-world constraints. A paper in Science Robotics from TU Delft proposes a model-based approach that lets multiple quadrotors jointly move and orient a cable-suspended load. BUT: without relying on learning”
https://x.com/IlirAliu_/status/2089622347829354607
My conversation with @nicolausradford, Co-Founder & CEO of @personaaiinc: 🎙️Ep 106 | “There Is Zero ROI in Home Humanoids” (w/ Nic Radford) Nic has spent 30 years building humanoids… from space station robots at NASA to deep-sea manipulators, and now heavy industrial”
https://x.com/IlirAliu_/status/2090499858159562859
Peter Corke put one of the most useful robotics resources on GitHub. Not one algorithm… an entire robotics toolbox! Kinematics + dynamics Inverse kinematics + Jacobians Motion planning + control Localization + SLAM 50+ robot models Franka. Universal Robots. Kinova. Puma. You”
https://x.com/IlirAliu_/status/2088687925286342712
A Mathematical Introduction to Robotic Manipulation. [📍Save for later] It is a foundational robotics textbook that universities use to teach full graduate-level courses. From body motion to manipulation, grasping, control, and nonholonomic planning. This is the mathematical”
https://x.com/IlirAliu_/status/2088325541858267226
Dear algorithm, Show this to plant managers, heads of production, and people who actually run factories. Not to AI influencers and hustle accounts who have never stood on a shop floor. Real manufacturing people are tired of demos that look perfect in the lab and die in the third”
https://x.com/IlirAliu_/status/2088249412350869847
Especially interesting because you rarely see numbers discussed this openly. Worth a read, @intern.”
https://x.com/IlirAliu_/status/2089579096283992500
I’m going deeper into manufacturing and factory operations. What’s the one book you think people in robotics and industrial tech should read before they start talking about “transforming manufacturing”?”
https://x.com/IlirAliu_/status/2090347106720497820
If you still rely on people for repetitive visual inspection, watch this. A robot grabs the component, checks it from both sides, and four AI models make the quality decision in 0.6 seconds. Good part? Keep it moving. Defect? Kick it out and recycle it back into the process.”
https://x.com/IlirAliu_/status/2089338295339646994
Most of these panels today are just a waste of time. For the moderator, the panelists, and the people sitting in the room. We’re trying something different! Not another panel Series: 01 Zürich … September … Salon 02 Berlin … October … Fishbowl 03 London … November … Cypher”
https://x.com/IlirAliu_/status/2090428552713826734
The bigger the robot, the more menacing the kicks. @REK put on a great show.”
https://x.com/TheHumanoidHub/status/2088875658114183474
Top moment from last year’s World Humanoid Robot Games. The operator jogging alongside the robot picked the exact wrong moment to hand off the controller…”
https://x.com/TheHumanoidHub/status/2089763564643086770
Watched the full production line for a Keyang angle grinder: Most of the runtime is spent on the armature… copper winding, commutator work, varnish, balancing, and pressing the gears on. You can see how many individual stations and checks it goes through before it even reaches”
https://x.com/IlirAliu_/status/2088974305522811085
Researchers just built a floating robot It drifts through a room and communicates with movement In demos, it worked as an alarm clock, a study buddy, a reminder to get up and move, even a dance partner Most robots struggle to feel friendly, since human-like faces drop people”
https://x.com/rowancheung/status/2089377724372762697
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